{
  "schools": [
    {
      "id": 1,
      "trust_set": "trust",
      "school_label": "Northfield Academy"
    },
    {
      "id": 2,
      "trust_set": "trust",
      "school_label": "Riverside Academy"
    },
    {
      "id": 3,
      "trust_set": "trust",
      "school_label": "Hillcrest College"
    },
    {
      "id": 4,
      "trust_set": "trust",
      "school_label": "St Anne’s School"
    }
  ],
  "students": [
    {
      "id": 1,
      "pupil_ref": "PU-58514",
      "school_id": 4,
      "year_group": 9,
      "enrolled_on": "2022-08-31",
      "ability_index": 75.2,
      "attendance_base": 0.973
    },
    {
      "id": 2,
      "pupil_ref": "PU-15551",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2019-10-12",
      "ability_index": 69.9,
      "attendance_base": 0.936
    },
    {
      "id": 3,
      "pupil_ref": "PU-67708",
      "school_id": 2,
      "year_group": 8,
      "enrolled_on": "2022-08-13",
      "ability_index": 69.1,
      "attendance_base": 0.989
    },
    {
      "id": 4,
      "pupil_ref": "PU-99090",
      "school_id": 3,
      "year_group": 8,
      "enrolled_on": "2021-08-09",
      "ability_index": 65.8,
      "attendance_base": 0.894
    },
    {
      "id": 5,
      "pupil_ref": "PU-10009",
      "school_id": 3,
      "year_group": 8,
      "enrolled_on": "2021-03-22",
      "ability_index": 64.9,
      "attendance_base": 0.907
    },
    {
      "id": 6,
      "pupil_ref": "PU-88651",
      "school_id": 2,
      "year_group": 10,
      "enrolled_on": "2020-09-23",
      "ability_index": 74.9,
      "attendance_base": 0.989
    },
    {
      "id": 7,
      "pupil_ref": "PU-61243",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2020-03-28",
      "ability_index": 58.7,
      "attendance_base": 0.927
    },
    {
      "id": 8,
      "pupil_ref": "PU-06939",
      "school_id": 4,
      "year_group": 10,
      "enrolled_on": "2020-07-19",
      "ability_index": 59.6,
      "attendance_base": 0.97
    },
    {
      "id": 9,
      "pupil_ref": "PU-62950",
      "school_id": 2,
      "year_group": 9,
      "enrolled_on": "2021-09-08",
      "ability_index": 78.6,
      "attendance_base": 0.985
    },
    {
      "id": 10,
      "pupil_ref": "PU-69493",
      "school_id": 2,
      "year_group": 8,
      "enrolled_on": "2021-06-18",
      "ability_index": 65.7,
      "attendance_base": 0.924
    },
    {
      "id": 11,
      "pupil_ref": "PU-63159",
      "school_id": 2,
      "year_group": 9,
      "enrolled_on": "2020-07-01",
      "ability_index": 76.1,
      "attendance_base": 0.958
    },
    {
      "id": 12,
      "pupil_ref": "PU-08832",
      "school_id": 1,
      "year_group": 11,
      "enrolled_on": "2023-07-23",
      "ability_index": 71.7,
      "attendance_base": 0.928
    },
    {
      "id": 13,
      "pupil_ref": "PU-60214",
      "school_id": 2,
      "year_group": 9,
      "enrolled_on": "2020-01-13",
      "ability_index": 75.6,
      "attendance_base": 0.973
    },
    {
      "id": 14,
      "pupil_ref": "PU-48051",
      "school_id": 4,
      "year_group": 8,
      "enrolled_on": "2022-04-11",
      "ability_index": 69.6,
      "attendance_base": 0.882
    },
    {
      "id": 15,
      "pupil_ref": "PU-56381",
      "school_id": 3,
      "year_group": 11,
      "enrolled_on": "2021-03-22",
      "ability_index": 74.5,
      "attendance_base": 0.99
    },
    {
      "id": 16,
      "pupil_ref": "PU-71433",
      "school_id": 2,
      "year_group": 8,
      "enrolled_on": "2020-11-16",
      "ability_index": 71.9,
      "attendance_base": 0.934
    },
    {
      "id": 17,
      "pupil_ref": "PU-10046",
      "school_id": 3,
      "year_group": 10,
      "enrolled_on": "2021-06-18",
      "ability_index": 66.5,
      "attendance_base": 0.937
    },
    {
      "id": 18,
      "pupil_ref": "PU-15786",
      "school_id": 1,
      "year_group": 10,
      "enrolled_on": "2019-10-23",
      "ability_index": 72.6,
      "attendance_base": 0.943
    },
    {
      "id": 19,
      "pupil_ref": "PU-58364",
      "school_id": 2,
      "year_group": 8,
      "enrolled_on": "2020-02-12",
      "ability_index": 72.9,
      "attendance_base": 0.914
    },
    {
      "id": 20,
      "pupil_ref": "PU-61492",
      "school_id": 4,
      "year_group": 10,
      "enrolled_on": "2022-10-26",
      "ability_index": 70.2,
      "attendance_base": 0.99
    },
    {
      "id": 21,
      "pupil_ref": "PU-00792",
      "school_id": 2,
      "year_group": 9,
      "enrolled_on": "2021-06-10",
      "ability_index": 66.5,
      "attendance_base": 0.981
    },
    {
      "id": 22,
      "pupil_ref": "PU-91631",
      "school_id": 3,
      "year_group": 9,
      "enrolled_on": "2021-11-09",
      "ability_index": 73.8,
      "attendance_base": 0.937
    },
    {
      "id": 23,
      "pupil_ref": "PU-49001",
      "school_id": 2,
      "year_group": 11,
      "enrolled_on": "2023-04-30",
      "ability_index": 69.9,
      "attendance_base": 0.903
    },
    {
      "id": 24,
      "pupil_ref": "PU-16808",
      "school_id": 2,
      "year_group": 10,
      "enrolled_on": "2023-07-31",
      "ability_index": 72.5,
      "attendance_base": 0.972
    },
    {
      "id": 25,
      "pupil_ref": "PU-69532",
      "school_id": 2,
      "year_group": 7,
      "enrolled_on": "2020-07-13",
      "ability_index": 70.1,
      "attendance_base": 0.967
    },
    {
      "id": 26,
      "pupil_ref": "PU-90950",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2023-03-05",
      "ability_index": 64.4,
      "attendance_base": 0.918
    },
    {
      "id": 27,
      "pupil_ref": "PU-87849",
      "school_id": 3,
      "year_group": 8,
      "enrolled_on": "2021-07-25",
      "ability_index": 72,
      "attendance_base": 0.909
    },
    {
      "id": 28,
      "pupil_ref": "PU-01366",
      "school_id": 1,
      "year_group": 11,
      "enrolled_on": "2022-11-29",
      "ability_index": 63.9,
      "attendance_base": 0.985
    },
    {
      "id": 29,
      "pupil_ref": "PU-56887",
      "school_id": 3,
      "year_group": 8,
      "enrolled_on": "2019-09-16",
      "ability_index": 71.4,
      "attendance_base": 0.889
    },
    {
      "id": 30,
      "pupil_ref": "PU-86600",
      "school_id": 3,
      "year_group": 9,
      "enrolled_on": "2023-01-31",
      "ability_index": 65,
      "attendance_base": 0.982
    },
    {
      "id": 31,
      "pupil_ref": "PU-80643",
      "school_id": 1,
      "year_group": 7,
      "enrolled_on": "2020-04-03",
      "ability_index": 76.4,
      "attendance_base": 0.971
    },
    {
      "id": 32,
      "pupil_ref": "PU-26405",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2022-07-24",
      "ability_index": 74.9,
      "attendance_base": 0.926
    },
    {
      "id": 33,
      "pupil_ref": "PU-13636",
      "school_id": 4,
      "year_group": 8,
      "enrolled_on": "2021-11-14",
      "ability_index": 57.7,
      "attendance_base": 0.939
    },
    {
      "id": 34,
      "pupil_ref": "PU-15205",
      "school_id": 2,
      "year_group": 11,
      "enrolled_on": "2020-07-19",
      "ability_index": 70.1,
      "attendance_base": 0.865
    },
    {
      "id": 35,
      "pupil_ref": "PU-33053",
      "school_id": 1,
      "year_group": 8,
      "enrolled_on": "2021-11-22",
      "ability_index": 82.7,
      "attendance_base": 0.954
    },
    {
      "id": 36,
      "pupil_ref": "PU-66483",
      "school_id": 3,
      "year_group": 7,
      "enrolled_on": "2022-07-24",
      "ability_index": 75.3,
      "attendance_base": 0.99
    },
    {
      "id": 37,
      "pupil_ref": "PU-73602",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2023-01-22",
      "ability_index": 66.7,
      "attendance_base": 0.952
    },
    {
      "id": 38,
      "pupil_ref": "PU-97663",
      "school_id": 4,
      "year_group": 7,
      "enrolled_on": "2019-10-19",
      "ability_index": 69.7,
      "attendance_base": 0.99
    },
    {
      "id": 39,
      "pupil_ref": "PU-12790",
      "school_id": 2,
      "year_group": 9,
      "enrolled_on": "2023-07-28",
      "ability_index": 67,
      "attendance_base": 0.901
    },
    {
      "id": 40,
      "pupil_ref": "PU-45509",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2020-03-13",
      "ability_index": 75.8,
      "attendance_base": 0.918
    },
    {
      "id": 41,
      "pupil_ref": "PU-46156",
      "school_id": 1,
      "year_group": 8,
      "enrolled_on": "2020-05-11",
      "ability_index": 73,
      "attendance_base": 0.935
    },
    {
      "id": 42,
      "pupil_ref": "PU-78321",
      "school_id": 2,
      "year_group": 10,
      "enrolled_on": "2019-11-18",
      "ability_index": 69.1,
      "attendance_base": 0.99
    },
    {
      "id": 43,
      "pupil_ref": "PU-22799",
      "school_id": 2,
      "year_group": 10,
      "enrolled_on": "2020-01-21",
      "ability_index": 73.8,
      "attendance_base": 0.936
    },
    {
      "id": 44,
      "pupil_ref": "PU-26021",
      "school_id": 1,
      "year_group": 8,
      "enrolled_on": "2020-03-13",
      "ability_index": 67.2,
      "attendance_base": 0.931
    },
    {
      "id": 45,
      "pupil_ref": "PU-64880",
      "school_id": 3,
      "year_group": 10,
      "enrolled_on": "2023-06-06",
      "ability_index": 75.9,
      "attendance_base": 0.935
    },
    {
      "id": 46,
      "pupil_ref": "PU-01798",
      "school_id": 3,
      "year_group": 9,
      "enrolled_on": "2020-10-04",
      "ability_index": 60.2,
      "attendance_base": 0.99
    },
    {
      "id": 47,
      "pupil_ref": "PU-23050",
      "school_id": 3,
      "year_group": 8,
      "enrolled_on": "2020-11-17",
      "ability_index": 75.9,
      "attendance_base": 0.977
    },
    {
      "id": 48,
      "pupil_ref": "PU-86073",
      "school_id": 4,
      "year_group": 10,
      "enrolled_on": "2020-12-03",
      "ability_index": 71.3,
      "attendance_base": 0.954
    },
    {
      "id": 49,
      "pupil_ref": "PU-71505",
      "school_id": 1,
      "year_group": 8,
      "enrolled_on": "2021-03-13",
      "ability_index": 76,
      "attendance_base": 0.878
    },
    {
      "id": 50,
      "pupil_ref": "PU-95104",
      "school_id": 1,
      "year_group": 8,
      "enrolled_on": "2020-04-11",
      "ability_index": 71.6,
      "attendance_base": 0.971
    },
    {
      "id": 51,
      "pupil_ref": "PU-25449",
      "school_id": 3,
      "year_group": 10,
      "enrolled_on": "2022-01-23",
      "ability_index": 62.1,
      "attendance_base": 0.88
    },
    {
      "id": 52,
      "pupil_ref": "PU-80596",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2021-12-09",
      "ability_index": 67.5,
      "attendance_base": 0.971
    },
    {
      "id": 53,
      "pupil_ref": "PU-06092",
      "school_id": 2,
      "year_group": 7,
      "enrolled_on": "2021-05-24",
      "ability_index": 67,
      "attendance_base": 0.957
    },
    {
      "id": 54,
      "pupil_ref": "PU-76403",
      "school_id": 4,
      "year_group": 11,
      "enrolled_on": "2019-10-11",
      "ability_index": 67,
      "attendance_base": 0.919
    },
    {
      "id": 55,
      "pupil_ref": "PU-98339",
      "school_id": 4,
      "year_group": 10,
      "enrolled_on": "2021-12-03",
      "ability_index": 82.5,
      "attendance_base": 0.971
    },
    {
      "id": 56,
      "pupil_ref": "PU-43618",
      "school_id": 4,
      "year_group": 10,
      "enrolled_on": "2023-07-25",
      "ability_index": 64.8,
      "attendance_base": 0.987
    },
    {
      "id": 57,
      "pupil_ref": "PU-38381",
      "school_id": 1,
      "year_group": 10,
      "enrolled_on": "2020-12-03",
      "ability_index": 64.7,
      "attendance_base": 0.889
    },
    {
      "id": 58,
      "pupil_ref": "PU-31185",
      "school_id": 3,
      "year_group": 10,
      "enrolled_on": "2022-08-30",
      "ability_index": 77.2,
      "attendance_base": 0.977
    },
    {
      "id": 59,
      "pupil_ref": "PU-30841",
      "school_id": 4,
      "year_group": 11,
      "enrolled_on": "2023-06-26",
      "ability_index": 69.5,
      "attendance_base": 0.979
    },
    {
      "id": 60,
      "pupil_ref": "PU-25283",
      "school_id": 4,
      "year_group": 8,
      "enrolled_on": "2020-05-14",
      "ability_index": 62.2,
      "attendance_base": 0.99
    },
    {
      "id": 61,
      "pupil_ref": "PU-92808",
      "school_id": 3,
      "year_group": 7,
      "enrolled_on": "2022-02-25",
      "ability_index": 68.4,
      "attendance_base": 0.939
    },
    {
      "id": 62,
      "pupil_ref": "PU-90996",
      "school_id": 1,
      "year_group": 11,
      "enrolled_on": "2021-08-08",
      "ability_index": 67.9,
      "attendance_base": 0.988
    },
    {
      "id": 63,
      "pupil_ref": "PU-35454",
      "school_id": 2,
      "year_group": 7,
      "enrolled_on": "2020-12-27",
      "ability_index": 75.8,
      "attendance_base": 0.861
    },
    {
      "id": 64,
      "pupil_ref": "PU-71147",
      "school_id": 2,
      "year_group": 11,
      "enrolled_on": "2021-10-14",
      "ability_index": 75,
      "attendance_base": 0.894
    },
    {
      "id": 65,
      "pupil_ref": "PU-38518",
      "school_id": 4,
      "year_group": 10,
      "enrolled_on": "2019-12-05",
      "ability_index": 66.3,
      "attendance_base": 0.943
    },
    {
      "id": 66,
      "pupil_ref": "PU-80672",
      "school_id": 1,
      "year_group": 8,
      "enrolled_on": "2021-02-14",
      "ability_index": 79.4,
      "attendance_base": 0.99
    },
    {
      "id": 67,
      "pupil_ref": "PU-33119",
      "school_id": 2,
      "year_group": 8,
      "enrolled_on": "2022-05-10",
      "ability_index": 67.8,
      "attendance_base": 0.97
    },
    {
      "id": 68,
      "pupil_ref": "PU-77538",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2022-07-29",
      "ability_index": 73.5,
      "attendance_base": 0.891
    },
    {
      "id": 69,
      "pupil_ref": "PU-93773",
      "school_id": 4,
      "year_group": 9,
      "enrolled_on": "2021-03-28",
      "ability_index": 77.3,
      "attendance_base": 0.985
    },
    {
      "id": 70,
      "pupil_ref": "PU-91781",
      "school_id": 3,
      "year_group": 11,
      "enrolled_on": "2021-03-12",
      "ability_index": 76.8,
      "attendance_base": 0.946
    },
    {
      "id": 71,
      "pupil_ref": "PU-20569",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2021-08-20",
      "ability_index": 73.7,
      "attendance_base": 0.881
    },
    {
      "id": 72,
      "pupil_ref": "PU-45105",
      "school_id": 4,
      "year_group": 11,
      "enrolled_on": "2022-01-19",
      "ability_index": 62.3,
      "attendance_base": 0.982
    },
    {
      "id": 73,
      "pupil_ref": "PU-48334",
      "school_id": 1,
      "year_group": 11,
      "enrolled_on": "2020-07-24",
      "ability_index": 70.1,
      "attendance_base": 0.891
    },
    {
      "id": 74,
      "pupil_ref": "PU-79999",
      "school_id": 2,
      "year_group": 8,
      "enrolled_on": "2022-05-24",
      "ability_index": 68.5,
      "attendance_base": 0.862
    },
    {
      "id": 75,
      "pupil_ref": "PU-54864",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2021-05-08",
      "ability_index": 67.3,
      "attendance_base": 0.984
    },
    {
      "id": 76,
      "pupil_ref": "PU-33159",
      "school_id": 3,
      "year_group": 7,
      "enrolled_on": "2023-05-21",
      "ability_index": 72.3,
      "attendance_base": 0.928
    },
    {
      "id": 77,
      "pupil_ref": "PU-78642",
      "school_id": 4,
      "year_group": 8,
      "enrolled_on": "2022-02-05",
      "ability_index": 66.1,
      "attendance_base": 0.965
    },
    {
      "id": 78,
      "pupil_ref": "PU-42896",
      "school_id": 4,
      "year_group": 9,
      "enrolled_on": "2021-02-01",
      "ability_index": 65.9,
      "attendance_base": 0.977
    },
    {
      "id": 79,
      "pupil_ref": "PU-05310",
      "school_id": 1,
      "year_group": 9,
      "enrolled_on": "2020-12-30",
      "ability_index": 71.9,
      "attendance_base": 0.877
    },
    {
      "id": 80,
      "pupil_ref": "PU-22187",
      "school_id": 1,
      "year_group": 8,
      "enrolled_on": "2022-03-10",
      "ability_index": 77,
      "attendance_base": 0.978
    }
  ],
  "subjects": [
    {
      "id": 1,
      "curriculum_set": "core",
      "subject_label": "Mathematics",
      "subject_ease": 0.94
    },
    {
      "id": 2,
      "curriculum_set": "core",
      "subject_label": "English",
      "subject_ease": 1
    },
    {
      "id": 3,
      "curriculum_set": "core",
      "subject_label": "Science",
      "subject_ease": 0.97
    },
    {
      "id": 4,
      "curriculum_set": "core",
      "subject_label": "History",
      "subject_ease": 1.03
    }
  ],
  "terms": [
    {
      "id": 1,
      "year_set": "y2425",
      "term_label": "Autumn 2024",
      "term_starts_on": "2024-09-02",
      "sessions_possible": 78,
      "attendance_factor": 0.97,
      "exam_difficulty": 1
    },
    {
      "id": 2,
      "year_set": "y2425",
      "term_label": "Spring 2025",
      "term_starts_on": "2025-01-06",
      "sessions_possible": 72,
      "attendance_factor": 0.945,
      "exam_difficulty": 0.97
    },
    {
      "id": 3,
      "year_set": "y2425",
      "term_label": "Summer 2025",
      "term_starts_on": "2025-04-22",
      "sessions_possible": 64,
      "attendance_factor": 0.955,
      "exam_difficulty": 1.02
    }
  ],
  "student_terms": [
    {
      "student_id": 52,
      "term_id": 3,
      "enrolment_no": 1,
      "sessions_possible": 64,
      "ability": 67.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.9273,
      "attendance_noise": 1.025,
      "attendance_rate": 0.9505,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 79,
      "term_id": 1,
      "enrolment_no": 2,
      "sessions_possible": 78,
      "ability": 71.9,
      "exam_difficulty": 1,
      "base_rate": 0.8507,
      "attendance_noise": 0.985,
      "attendance_rate": 0.8379,
      "sessions_attended": 65,
      "sessions_missed": 13
    },
    {
      "student_id": 13,
      "term_id": 3,
      "enrolment_no": 3,
      "sessions_possible": 64,
      "ability": 75.6,
      "exam_difficulty": 1.02,
      "base_rate": 0.9292,
      "attendance_noise": 0.999,
      "attendance_rate": 0.9283,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 44,
      "term_id": 3,
      "enrolment_no": 4,
      "sessions_possible": 64,
      "ability": 67.2,
      "exam_difficulty": 1.02,
      "base_rate": 0.8891,
      "attendance_noise": 1.023,
      "attendance_rate": 0.9095,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 59,
      "term_id": 2,
      "enrolment_no": 5,
      "sessions_possible": 72,
      "ability": 69.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.9252,
      "attendance_noise": 1.003,
      "attendance_rate": 0.928,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 22,
      "term_id": 1,
      "enrolment_no": 6,
      "sessions_possible": 78,
      "ability": 73.8,
      "exam_difficulty": 1,
      "base_rate": 0.9089,
      "attendance_noise": 1.021,
      "attendance_rate": 0.928,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 51,
      "term_id": 1,
      "enrolment_no": 7,
      "sessions_possible": 78,
      "ability": 62.1,
      "exam_difficulty": 1,
      "base_rate": 0.8536,
      "attendance_noise": 0.985,
      "attendance_rate": 0.8408,
      "sessions_attended": 66,
      "sessions_missed": 12
    },
    {
      "student_id": 60,
      "term_id": 2,
      "enrolment_no": 8,
      "sessions_possible": 72,
      "ability": 62.2,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 1.025,
      "attendance_rate": 0.959,
      "sessions_attended": 69,
      "sessions_missed": 3
    },
    {
      "student_id": 74,
      "term_id": 3,
      "enrolment_no": 9,
      "sessions_possible": 64,
      "ability": 68.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.8232,
      "attendance_noise": 1.024,
      "attendance_rate": 0.843,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 28,
      "term_id": 2,
      "enrolment_no": 10,
      "sessions_possible": 72,
      "ability": 63.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.9308,
      "attendance_noise": 0.995,
      "attendance_rate": 0.9261,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 16,
      "term_id": 1,
      "enrolment_no": 11,
      "sessions_possible": 78,
      "ability": 71.9,
      "exam_difficulty": 1,
      "base_rate": 0.906,
      "attendance_noise": 0.999,
      "attendance_rate": 0.9051,
      "sessions_attended": 71,
      "sessions_missed": 7
    },
    {
      "student_id": 26,
      "term_id": 2,
      "enrolment_no": 12,
      "sessions_possible": 72,
      "ability": 64.4,
      "exam_difficulty": 0.97,
      "base_rate": 0.8675,
      "attendance_noise": 1.003,
      "attendance_rate": 0.8701,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 60,
      "term_id": 1,
      "enrolment_no": 13,
      "sessions_possible": 78,
      "ability": 62.2,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 1.025,
      "attendance_rate": 0.9843,
      "sessions_attended": 77,
      "sessions_missed": 1
    },
    {
      "student_id": 29,
      "term_id": 2,
      "enrolment_no": 14,
      "sessions_possible": 72,
      "ability": 71.4,
      "exam_difficulty": 0.97,
      "base_rate": 0.8401,
      "attendance_noise": 0.987,
      "attendance_rate": 0.8292,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 59,
      "term_id": 3,
      "enrolment_no": 15,
      "sessions_possible": 64,
      "ability": 69.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.9349,
      "attendance_noise": 0.992,
      "attendance_rate": 0.9274,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 42,
      "term_id": 2,
      "enrolment_no": 16,
      "sessions_possible": 72,
      "ability": 69.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 0.999,
      "attendance_rate": 0.9347,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 12,
      "term_id": 2,
      "enrolment_no": 17,
      "sessions_possible": 72,
      "ability": 71.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.877,
      "attendance_noise": 1.008,
      "attendance_rate": 0.884,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 23,
      "term_id": 2,
      "enrolment_no": 18,
      "sessions_possible": 72,
      "ability": 69.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8533,
      "attendance_noise": 1.02,
      "attendance_rate": 0.8704,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 40,
      "term_id": 3,
      "enrolment_no": 19,
      "sessions_possible": 64,
      "ability": 75.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.8767,
      "attendance_noise": 1.003,
      "attendance_rate": 0.8793,
      "sessions_attended": 56,
      "sessions_missed": 8
    },
    {
      "student_id": 46,
      "term_id": 3,
      "enrolment_no": 20,
      "sessions_possible": 64,
      "ability": 60.2,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 1.007,
      "attendance_rate": 0.952,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 4,
      "term_id": 3,
      "enrolment_no": 21,
      "sessions_possible": 64,
      "ability": 65.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.8538,
      "attendance_noise": 0.994,
      "attendance_rate": 0.8487,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 45,
      "term_id": 1,
      "enrolment_no": 22,
      "sessions_possible": 78,
      "ability": 75.9,
      "exam_difficulty": 1,
      "base_rate": 0.907,
      "attendance_noise": 1.014,
      "attendance_rate": 0.9197,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 2,
      "term_id": 2,
      "enrolment_no": 23,
      "sessions_possible": 72,
      "ability": 69.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8845,
      "attendance_noise": 0.989,
      "attendance_rate": 0.8748,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 36,
      "term_id": 2,
      "enrolment_no": 24,
      "sessions_possible": 72,
      "ability": 75.3,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 0.992,
      "attendance_rate": 0.9281,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 48,
      "term_id": 1,
      "enrolment_no": 25,
      "sessions_possible": 78,
      "ability": 71.3,
      "exam_difficulty": 1,
      "base_rate": 0.9254,
      "attendance_noise": 1.007,
      "attendance_rate": 0.9319,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 10,
      "term_id": 3,
      "enrolment_no": 26,
      "sessions_possible": 64,
      "ability": 65.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.8824,
      "attendance_noise": 0.98,
      "attendance_rate": 0.8648,
      "sessions_attended": 55,
      "sessions_missed": 9
    },
    {
      "student_id": 76,
      "term_id": 1,
      "enrolment_no": 27,
      "sessions_possible": 78,
      "ability": 72.3,
      "exam_difficulty": 1,
      "base_rate": 0.9002,
      "attendance_noise": 1.001,
      "attendance_rate": 0.9011,
      "sessions_attended": 70,
      "sessions_missed": 8
    },
    {
      "student_id": 71,
      "term_id": 3,
      "enrolment_no": 28,
      "sessions_possible": 64,
      "ability": 73.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.8414,
      "attendance_noise": 1.004,
      "attendance_rate": 0.8448,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 18,
      "term_id": 1,
      "enrolment_no": 29,
      "sessions_possible": 78,
      "ability": 72.6,
      "exam_difficulty": 1,
      "base_rate": 0.9147,
      "attendance_noise": 0.987,
      "attendance_rate": 0.9028,
      "sessions_attended": 70,
      "sessions_missed": 8
    },
    {
      "student_id": 80,
      "term_id": 3,
      "enrolment_no": 30,
      "sessions_possible": 64,
      "ability": 77,
      "exam_difficulty": 1.02,
      "base_rate": 0.934,
      "attendance_noise": 1.01,
      "attendance_rate": 0.9433,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 62,
      "term_id": 1,
      "enrolment_no": 31,
      "sessions_possible": 78,
      "ability": 67.9,
      "exam_difficulty": 1,
      "base_rate": 0.9584,
      "attendance_noise": 0.998,
      "attendance_rate": 0.9565,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 72,
      "term_id": 3,
      "enrolment_no": 32,
      "sessions_possible": 64,
      "ability": 62.3,
      "exam_difficulty": 1.02,
      "base_rate": 0.9378,
      "attendance_noise": 1.014,
      "attendance_rate": 0.9509,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 26,
      "term_id": 1,
      "enrolment_no": 33,
      "sessions_possible": 78,
      "ability": 64.4,
      "exam_difficulty": 1,
      "base_rate": 0.8905,
      "attendance_noise": 1.015,
      "attendance_rate": 0.9039,
      "sessions_attended": 71,
      "sessions_missed": 7
    },
    {
      "student_id": 47,
      "term_id": 3,
      "enrolment_no": 34,
      "sessions_possible": 64,
      "ability": 75.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.933,
      "attendance_noise": 1.01,
      "attendance_rate": 0.9423,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 8,
      "term_id": 1,
      "enrolment_no": 35,
      "sessions_possible": 78,
      "ability": 59.6,
      "exam_difficulty": 1,
      "base_rate": 0.9409,
      "attendance_noise": 1.005,
      "attendance_rate": 0.9456,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 38,
      "term_id": 3,
      "enrolment_no": 36,
      "sessions_possible": 64,
      "ability": 69.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 0.97,
      "attendance_rate": 0.917,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 39,
      "term_id": 1,
      "enrolment_no": 37,
      "sessions_possible": 78,
      "ability": 67,
      "exam_difficulty": 1,
      "base_rate": 0.874,
      "attendance_noise": 0.998,
      "attendance_rate": 0.8723,
      "sessions_attended": 68,
      "sessions_missed": 10
    },
    {
      "student_id": 48,
      "term_id": 3,
      "enrolment_no": 38,
      "sessions_possible": 64,
      "ability": 71.3,
      "exam_difficulty": 1.02,
      "base_rate": 0.9111,
      "attendance_noise": 1.002,
      "attendance_rate": 0.9129,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 6,
      "term_id": 2,
      "enrolment_no": 39,
      "sessions_possible": 72,
      "ability": 74.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.9346,
      "attendance_noise": 1.001,
      "attendance_rate": 0.9355,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 74,
      "term_id": 1,
      "enrolment_no": 40,
      "sessions_possible": 78,
      "ability": 68.5,
      "exam_difficulty": 1,
      "base_rate": 0.8361,
      "attendance_noise": 0.99,
      "attendance_rate": 0.8277,
      "sessions_attended": 65,
      "sessions_missed": 13
    },
    {
      "student_id": 65,
      "term_id": 3,
      "enrolment_no": 41,
      "sessions_possible": 64,
      "ability": 66.3,
      "exam_difficulty": 1.02,
      "base_rate": 0.9006,
      "attendance_noise": 0.981,
      "attendance_rate": 0.8835,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 31,
      "term_id": 3,
      "enrolment_no": 42,
      "sessions_possible": 64,
      "ability": 76.4,
      "exam_difficulty": 1.02,
      "base_rate": 0.9273,
      "attendance_noise": 0.998,
      "attendance_rate": 0.9254,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 80,
      "term_id": 2,
      "enrolment_no": 43,
      "sessions_possible": 72,
      "ability": 77,
      "exam_difficulty": 0.97,
      "base_rate": 0.9242,
      "attendance_noise": 0.995,
      "attendance_rate": 0.9196,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 24,
      "term_id": 2,
      "enrolment_no": 44,
      "sessions_possible": 72,
      "ability": 72.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.9185,
      "attendance_noise": 0.987,
      "attendance_rate": 0.9066,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 41,
      "term_id": 1,
      "enrolment_no": 45,
      "sessions_possible": 78,
      "ability": 73,
      "exam_difficulty": 1,
      "base_rate": 0.907,
      "attendance_noise": 1.012,
      "attendance_rate": 0.9179,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 5,
      "term_id": 3,
      "enrolment_no": 46,
      "sessions_possible": 64,
      "ability": 64.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.8662,
      "attendance_noise": 1.007,
      "attendance_rate": 0.8723,
      "sessions_attended": 56,
      "sessions_missed": 8
    },
    {
      "student_id": 41,
      "term_id": 2,
      "enrolment_no": 47,
      "sessions_possible": 72,
      "ability": 73,
      "exam_difficulty": 0.97,
      "base_rate": 0.8836,
      "attendance_noise": 0.999,
      "attendance_rate": 0.8827,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 5,
      "term_id": 1,
      "enrolment_no": 48,
      "sessions_possible": 78,
      "ability": 64.9,
      "exam_difficulty": 1,
      "base_rate": 0.8798,
      "attendance_noise": 0.986,
      "attendance_rate": 0.8675,
      "sessions_attended": 68,
      "sessions_missed": 10
    },
    {
      "student_id": 6,
      "term_id": 1,
      "enrolment_no": 49,
      "sessions_possible": 78,
      "ability": 74.9,
      "exam_difficulty": 1,
      "base_rate": 0.9593,
      "attendance_noise": 1.006,
      "attendance_rate": 0.9651,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 19,
      "term_id": 1,
      "enrolment_no": 50,
      "sessions_possible": 78,
      "ability": 72.9,
      "exam_difficulty": 1,
      "base_rate": 0.8866,
      "attendance_noise": 0.976,
      "attendance_rate": 0.8653,
      "sessions_attended": 67,
      "sessions_missed": 11
    },
    {
      "student_id": 11,
      "term_id": 2,
      "enrolment_no": 51,
      "sessions_possible": 72,
      "ability": 76.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.9053,
      "attendance_noise": 0.982,
      "attendance_rate": 0.889,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 21,
      "term_id": 1,
      "enrolment_no": 52,
      "sessions_possible": 78,
      "ability": 66.5,
      "exam_difficulty": 1,
      "base_rate": 0.9516,
      "attendance_noise": 1.006,
      "attendance_rate": 0.9573,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 49,
      "term_id": 1,
      "enrolment_no": 53,
      "sessions_possible": 78,
      "ability": 76,
      "exam_difficulty": 1,
      "base_rate": 0.8517,
      "attendance_noise": 0.998,
      "attendance_rate": 0.85,
      "sessions_attended": 66,
      "sessions_missed": 12
    },
    {
      "student_id": 77,
      "term_id": 2,
      "enrolment_no": 54,
      "sessions_possible": 72,
      "ability": 66.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.9119,
      "attendance_noise": 1.017,
      "attendance_rate": 0.9274,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 33,
      "term_id": 2,
      "enrolment_no": 55,
      "sessions_possible": 72,
      "ability": 57.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.8874,
      "attendance_noise": 0.989,
      "attendance_rate": 0.8776,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 72,
      "term_id": 2,
      "enrolment_no": 56,
      "sessions_possible": 72,
      "ability": 62.3,
      "exam_difficulty": 0.97,
      "base_rate": 0.928,
      "attendance_noise": 0.987,
      "attendance_rate": 0.9159,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 7,
      "term_id": 1,
      "enrolment_no": 57,
      "sessions_possible": 78,
      "ability": 58.7,
      "exam_difficulty": 1,
      "base_rate": 0.8992,
      "attendance_noise": 1,
      "attendance_rate": 0.8992,
      "sessions_attended": 70,
      "sessions_missed": 8
    },
    {
      "student_id": 79,
      "term_id": 3,
      "enrolment_no": 58,
      "sessions_possible": 64,
      "ability": 71.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.8375,
      "attendance_noise": 0.993,
      "attendance_rate": 0.8316,
      "sessions_attended": 53,
      "sessions_missed": 11
    },
    {
      "student_id": 70,
      "term_id": 1,
      "enrolment_no": 59,
      "sessions_possible": 78,
      "ability": 76.8,
      "exam_difficulty": 1,
      "base_rate": 0.9176,
      "attendance_noise": 1.011,
      "attendance_rate": 0.9277,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 2,
      "term_id": 3,
      "enrolment_no": 60,
      "sessions_possible": 64,
      "ability": 69.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.8939,
      "attendance_noise": 0.99,
      "attendance_rate": 0.885,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 69,
      "term_id": 2,
      "enrolment_no": 61,
      "sessions_possible": 72,
      "ability": 77.3,
      "exam_difficulty": 0.97,
      "base_rate": 0.9308,
      "attendance_noise": 1.018,
      "attendance_rate": 0.9476,
      "sessions_attended": 68,
      "sessions_missed": 4
    },
    {
      "student_id": 76,
      "term_id": 2,
      "enrolment_no": 62,
      "sessions_possible": 72,
      "ability": 72.3,
      "exam_difficulty": 0.97,
      "base_rate": 0.877,
      "attendance_noise": 1.021,
      "attendance_rate": 0.8954,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 11,
      "term_id": 1,
      "enrolment_no": 63,
      "sessions_possible": 78,
      "ability": 76.1,
      "exam_difficulty": 1,
      "base_rate": 0.9293,
      "attendance_noise": 1.007,
      "attendance_rate": 0.9358,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 27,
      "term_id": 2,
      "enrolment_no": 64,
      "sessions_possible": 72,
      "ability": 72,
      "exam_difficulty": 0.97,
      "base_rate": 0.859,
      "attendance_noise": 1.023,
      "attendance_rate": 0.8788,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 67,
      "term_id": 1,
      "enrolment_no": 65,
      "sessions_possible": 78,
      "ability": 67.8,
      "exam_difficulty": 1,
      "base_rate": 0.9409,
      "attendance_noise": 0.989,
      "attendance_rate": 0.9306,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 47,
      "term_id": 1,
      "enrolment_no": 66,
      "sessions_possible": 78,
      "ability": 75.9,
      "exam_difficulty": 1,
      "base_rate": 0.9477,
      "attendance_noise": 1.009,
      "attendance_rate": 0.9562,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 49,
      "term_id": 3,
      "enrolment_no": 67,
      "sessions_possible": 64,
      "ability": 76,
      "exam_difficulty": 1.02,
      "base_rate": 0.8385,
      "attendance_noise": 1.011,
      "attendance_rate": 0.8477,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 71,
      "term_id": 2,
      "enrolment_no": 68,
      "sessions_possible": 72,
      "ability": 73.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.8325,
      "attendance_noise": 1.003,
      "attendance_rate": 0.835,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 37,
      "term_id": 3,
      "enrolment_no": 69,
      "sessions_possible": 64,
      "ability": 66.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.9092,
      "attendance_noise": 1.003,
      "attendance_rate": 0.9119,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 29,
      "term_id": 3,
      "enrolment_no": 70,
      "sessions_possible": 64,
      "ability": 71.4,
      "exam_difficulty": 1.02,
      "base_rate": 0.849,
      "attendance_noise": 0.982,
      "attendance_rate": 0.8337,
      "sessions_attended": 53,
      "sessions_missed": 11
    },
    {
      "student_id": 57,
      "term_id": 2,
      "enrolment_no": 71,
      "sessions_possible": 72,
      "ability": 64.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.8401,
      "attendance_noise": 0.997,
      "attendance_rate": 0.8376,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 28,
      "term_id": 1,
      "enrolment_no": 72,
      "sessions_possible": 78,
      "ability": 63.9,
      "exam_difficulty": 1,
      "base_rate": 0.9555,
      "attendance_noise": 0.996,
      "attendance_rate": 0.9517,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 14,
      "term_id": 1,
      "enrolment_no": 73,
      "sessions_possible": 78,
      "ability": 69.6,
      "exam_difficulty": 1,
      "base_rate": 0.8555,
      "attendance_noise": 1.002,
      "attendance_rate": 0.8572,
      "sessions_attended": 67,
      "sessions_missed": 11
    },
    {
      "student_id": 75,
      "term_id": 2,
      "enrolment_no": 74,
      "sessions_possible": 72,
      "ability": 67.3,
      "exam_difficulty": 0.97,
      "base_rate": 0.9299,
      "attendance_noise": 1.005,
      "attendance_rate": 0.9345,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 30,
      "term_id": 3,
      "enrolment_no": 75,
      "sessions_possible": 64,
      "ability": 65,
      "exam_difficulty": 1.02,
      "base_rate": 0.9378,
      "attendance_noise": 1.01,
      "attendance_rate": 0.9472,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 10,
      "term_id": 1,
      "enrolment_no": 76,
      "sessions_possible": 78,
      "ability": 65.7,
      "exam_difficulty": 1,
      "base_rate": 0.8963,
      "attendance_noise": 0.988,
      "attendance_rate": 0.8855,
      "sessions_attended": 69,
      "sessions_missed": 9
    },
    {
      "student_id": 80,
      "term_id": 1,
      "enrolment_no": 77,
      "sessions_possible": 78,
      "ability": 77,
      "exam_difficulty": 1,
      "base_rate": 0.9487,
      "attendance_noise": 1.011,
      "attendance_rate": 0.9591,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 20,
      "term_id": 1,
      "enrolment_no": 78,
      "sessions_possible": 78,
      "ability": 70.2,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 1.01,
      "attendance_rate": 0.9699,
      "sessions_attended": 76,
      "sessions_missed": 2
    },
    {
      "student_id": 27,
      "term_id": 1,
      "enrolment_no": 79,
      "sessions_possible": 78,
      "ability": 72,
      "exam_difficulty": 1,
      "base_rate": 0.8817,
      "attendance_noise": 1.029,
      "attendance_rate": 0.9073,
      "sessions_attended": 71,
      "sessions_missed": 7
    },
    {
      "student_id": 18,
      "term_id": 3,
      "enrolment_no": 80,
      "sessions_possible": 64,
      "ability": 72.6,
      "exam_difficulty": 1.02,
      "base_rate": 0.9006,
      "attendance_noise": 1.003,
      "attendance_rate": 0.9033,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 78,
      "term_id": 2,
      "enrolment_no": 81,
      "sessions_possible": 72,
      "ability": 65.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.9233,
      "attendance_noise": 1.013,
      "attendance_rate": 0.9353,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 4,
      "term_id": 2,
      "enrolment_no": 82,
      "sessions_possible": 72,
      "ability": 65.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.8448,
      "attendance_noise": 1.002,
      "attendance_rate": 0.8465,
      "sessions_attended": 61,
      "sessions_missed": 11
    },
    {
      "student_id": 63,
      "term_id": 1,
      "enrolment_no": 83,
      "sessions_possible": 78,
      "ability": 75.8,
      "exam_difficulty": 1,
      "base_rate": 0.8352,
      "attendance_noise": 1.002,
      "attendance_rate": 0.8369,
      "sessions_attended": 65,
      "sessions_missed": 13
    },
    {
      "student_id": 62,
      "term_id": 3,
      "enrolment_no": 84,
      "sessions_possible": 64,
      "ability": 67.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.9435,
      "attendance_noise": 1.018,
      "attendance_rate": 0.9605,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 58,
      "term_id": 2,
      "enrolment_no": 85,
      "sessions_possible": 72,
      "ability": 77.2,
      "exam_difficulty": 0.97,
      "base_rate": 0.9233,
      "attendance_noise": 0.993,
      "attendance_rate": 0.9168,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 69,
      "term_id": 1,
      "enrolment_no": 86,
      "sessions_possible": 78,
      "ability": 77.3,
      "exam_difficulty": 1,
      "base_rate": 0.9555,
      "attendance_noise": 1.006,
      "attendance_rate": 0.9612,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 17,
      "term_id": 3,
      "enrolment_no": 87,
      "sessions_possible": 64,
      "ability": 66.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.8948,
      "attendance_noise": 0.991,
      "attendance_rate": 0.8867,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 34,
      "term_id": 3,
      "enrolment_no": 88,
      "sessions_possible": 64,
      "ability": 70.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.8261,
      "attendance_noise": 1.01,
      "attendance_rate": 0.8344,
      "sessions_attended": 53,
      "sessions_missed": 11
    },
    {
      "student_id": 47,
      "term_id": 2,
      "enrolment_no": 89,
      "sessions_possible": 72,
      "ability": 75.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.9233,
      "attendance_noise": 1.012,
      "attendance_rate": 0.9344,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 36,
      "term_id": 3,
      "enrolment_no": 90,
      "sessions_possible": 64,
      "ability": 75.3,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 1.008,
      "attendance_rate": 0.953,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 1,
      "term_id": 2,
      "enrolment_no": 91,
      "sessions_possible": 72,
      "ability": 75.2,
      "exam_difficulty": 0.97,
      "base_rate": 0.9195,
      "attendance_noise": 0.981,
      "attendance_rate": 0.902,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 43,
      "term_id": 3,
      "enrolment_no": 92,
      "sessions_possible": 64,
      "ability": 73.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.8939,
      "attendance_noise": 0.999,
      "attendance_rate": 0.893,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 15,
      "term_id": 1,
      "enrolment_no": 93,
      "sessions_possible": 78,
      "ability": 74.5,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 1.019,
      "attendance_rate": 0.9785,
      "sessions_attended": 76,
      "sessions_missed": 2
    },
    {
      "student_id": 73,
      "term_id": 1,
      "enrolment_no": 94,
      "sessions_possible": 78,
      "ability": 70.1,
      "exam_difficulty": 1,
      "base_rate": 0.8643,
      "attendance_noise": 0.995,
      "attendance_rate": 0.86,
      "sessions_attended": 67,
      "sessions_missed": 11
    },
    {
      "student_id": 20,
      "term_id": 3,
      "enrolment_no": 95,
      "sessions_possible": 64,
      "ability": 70.2,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 0.988,
      "attendance_rate": 0.9341,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 75,
      "term_id": 1,
      "enrolment_no": 96,
      "sessions_possible": 78,
      "ability": 67.3,
      "exam_difficulty": 1,
      "base_rate": 0.9545,
      "attendance_noise": 0.997,
      "attendance_rate": 0.9516,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 55,
      "term_id": 2,
      "enrolment_no": 97,
      "sessions_possible": 72,
      "ability": 82.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.9176,
      "attendance_noise": 0.993,
      "attendance_rate": 0.9112,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 78,
      "term_id": 1,
      "enrolment_no": 98,
      "sessions_possible": 78,
      "ability": 65.9,
      "exam_difficulty": 1,
      "base_rate": 0.9477,
      "attendance_noise": 0.996,
      "attendance_rate": 0.9439,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 16,
      "term_id": 2,
      "enrolment_no": 99,
      "sessions_possible": 72,
      "ability": 71.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8826,
      "attendance_noise": 0.995,
      "attendance_rate": 0.8782,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 15,
      "term_id": 3,
      "enrolment_no": 100,
      "sessions_possible": 64,
      "ability": 74.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 1.006,
      "attendance_rate": 0.9511,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 55,
      "term_id": 1,
      "enrolment_no": 101,
      "sessions_possible": 78,
      "ability": 82.5,
      "exam_difficulty": 1,
      "base_rate": 0.9419,
      "attendance_noise": 0.981,
      "attendance_rate": 0.924,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 62,
      "term_id": 2,
      "enrolment_no": 102,
      "sessions_possible": 72,
      "ability": 67.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.9337,
      "attendance_noise": 1.019,
      "attendance_rate": 0.9514,
      "sessions_attended": 69,
      "sessions_missed": 3
    },
    {
      "student_id": 6,
      "term_id": 3,
      "enrolment_no": 103,
      "sessions_possible": 64,
      "ability": 74.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.9445,
      "attendance_noise": 1.018,
      "attendance_rate": 0.9615,
      "sessions_attended": 62,
      "sessions_missed": 2
    },
    {
      "student_id": 3,
      "term_id": 1,
      "enrolment_no": 104,
      "sessions_possible": 78,
      "ability": 69.1,
      "exam_difficulty": 1,
      "base_rate": 0.9593,
      "attendance_noise": 0.996,
      "attendance_rate": 0.9555,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 39,
      "term_id": 2,
      "enrolment_no": 105,
      "sessions_possible": 72,
      "ability": 67,
      "exam_difficulty": 0.97,
      "base_rate": 0.8514,
      "attendance_noise": 1.018,
      "attendance_rate": 0.8667,
      "sessions_attended": 62,
      "sessions_missed": 10
    },
    {
      "student_id": 31,
      "term_id": 2,
      "enrolment_no": 106,
      "sessions_possible": 72,
      "ability": 76.4,
      "exam_difficulty": 0.97,
      "base_rate": 0.9176,
      "attendance_noise": 0.994,
      "attendance_rate": 0.9121,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 48,
      "term_id": 2,
      "enrolment_no": 107,
      "sessions_possible": 72,
      "ability": 71.3,
      "exam_difficulty": 0.97,
      "base_rate": 0.9015,
      "attendance_noise": 0.995,
      "attendance_rate": 0.897,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 30,
      "term_id": 1,
      "enrolment_no": 108,
      "sessions_possible": 78,
      "ability": 65,
      "exam_difficulty": 1,
      "base_rate": 0.9525,
      "attendance_noise": 1.008,
      "attendance_rate": 0.9601,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 25,
      "term_id": 1,
      "enrolment_no": 109,
      "sessions_possible": 78,
      "ability": 70.1,
      "exam_difficulty": 1,
      "base_rate": 0.938,
      "attendance_noise": 0.996,
      "attendance_rate": 0.9342,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 32,
      "term_id": 3,
      "enrolment_no": 110,
      "sessions_possible": 64,
      "ability": 74.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.8843,
      "attendance_noise": 0.995,
      "attendance_rate": 0.8799,
      "sessions_attended": 56,
      "sessions_missed": 8
    },
    {
      "student_id": 72,
      "term_id": 1,
      "enrolment_no": 111,
      "sessions_possible": 78,
      "ability": 62.3,
      "exam_difficulty": 1,
      "base_rate": 0.9525,
      "attendance_noise": 0.986,
      "attendance_rate": 0.9392,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 65,
      "term_id": 2,
      "enrolment_no": 112,
      "sessions_possible": 72,
      "ability": 66.3,
      "exam_difficulty": 0.97,
      "base_rate": 0.8911,
      "attendance_noise": 1.014,
      "attendance_rate": 0.9036,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 18,
      "term_id": 2,
      "enrolment_no": 113,
      "sessions_possible": 72,
      "ability": 72.6,
      "exam_difficulty": 0.97,
      "base_rate": 0.8911,
      "attendance_noise": 0.988,
      "attendance_rate": 0.8804,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 9,
      "term_id": 1,
      "enrolment_no": 114,
      "sessions_possible": 78,
      "ability": 78.6,
      "exam_difficulty": 1,
      "base_rate": 0.9555,
      "attendance_noise": 1,
      "attendance_rate": 0.9555,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 35,
      "term_id": 1,
      "enrolment_no": 115,
      "sessions_possible": 78,
      "ability": 82.7,
      "exam_difficulty": 1,
      "base_rate": 0.9254,
      "attendance_noise": 1.023,
      "attendance_rate": 0.9467,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 36,
      "term_id": 1,
      "enrolment_no": 116,
      "sessions_possible": 78,
      "ability": 75.3,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 0.995,
      "attendance_rate": 0.9555,
      "sessions_attended": 75,
      "sessions_missed": 3
    },
    {
      "student_id": 50,
      "term_id": 1,
      "enrolment_no": 117,
      "sessions_possible": 78,
      "ability": 71.6,
      "exam_difficulty": 1,
      "base_rate": 0.9419,
      "attendance_noise": 0.989,
      "attendance_rate": 0.9315,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 56,
      "term_id": 2,
      "enrolment_no": 118,
      "sessions_possible": 72,
      "ability": 64.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.9327,
      "attendance_noise": 1.018,
      "attendance_rate": 0.9495,
      "sessions_attended": 68,
      "sessions_missed": 4
    },
    {
      "student_id": 68,
      "term_id": 3,
      "enrolment_no": 119,
      "sessions_possible": 64,
      "ability": 73.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.8509,
      "attendance_noise": 0.996,
      "attendance_rate": 0.8475,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 26,
      "term_id": 3,
      "enrolment_no": 120,
      "sessions_possible": 64,
      "ability": 64.4,
      "exam_difficulty": 1.02,
      "base_rate": 0.8767,
      "attendance_noise": 1.022,
      "attendance_rate": 0.896,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 64,
      "term_id": 1,
      "enrolment_no": 121,
      "sessions_possible": 78,
      "ability": 75,
      "exam_difficulty": 1,
      "base_rate": 0.8672,
      "attendance_noise": 0.986,
      "attendance_rate": 0.8551,
      "sessions_attended": 67,
      "sessions_missed": 11
    },
    {
      "student_id": 37,
      "term_id": 2,
      "enrolment_no": 122,
      "sessions_possible": 72,
      "ability": 66.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.8996,
      "attendance_noise": 1.007,
      "attendance_rate": 0.9059,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 57,
      "term_id": 3,
      "enrolment_no": 123,
      "sessions_possible": 64,
      "ability": 64.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.849,
      "attendance_noise": 1.015,
      "attendance_rate": 0.8617,
      "sessions_attended": 55,
      "sessions_missed": 9
    },
    {
      "student_id": 77,
      "term_id": 3,
      "enrolment_no": 124,
      "sessions_possible": 64,
      "ability": 66.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.9216,
      "attendance_noise": 0.99,
      "attendance_rate": 0.9124,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 54,
      "term_id": 3,
      "enrolment_no": 125,
      "sessions_possible": 64,
      "ability": 67,
      "exam_difficulty": 1.02,
      "base_rate": 0.8776,
      "attendance_noise": 0.984,
      "attendance_rate": 0.8636,
      "sessions_attended": 55,
      "sessions_missed": 9
    },
    {
      "student_id": 61,
      "term_id": 2,
      "enrolment_no": 126,
      "sessions_possible": 72,
      "ability": 68.4,
      "exam_difficulty": 0.97,
      "base_rate": 0.8874,
      "attendance_noise": 0.994,
      "attendance_rate": 0.8821,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 61,
      "term_id": 1,
      "enrolment_no": 127,
      "sessions_possible": 78,
      "ability": 68.4,
      "exam_difficulty": 1,
      "base_rate": 0.9108,
      "attendance_noise": 1.021,
      "attendance_rate": 0.9299,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 61,
      "term_id": 3,
      "enrolment_no": 128,
      "sessions_possible": 64,
      "ability": 68.4,
      "exam_difficulty": 1.02,
      "base_rate": 0.8967,
      "attendance_noise": 0.987,
      "attendance_rate": 0.885,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 15,
      "term_id": 2,
      "enrolment_no": 129,
      "sessions_possible": 72,
      "ability": 74.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 1.002,
      "attendance_rate": 0.9375,
      "sessions_attended": 68,
      "sessions_missed": 4
    },
    {
      "student_id": 27,
      "term_id": 3,
      "enrolment_no": 130,
      "sessions_possible": 64,
      "ability": 72,
      "exam_difficulty": 1.02,
      "base_rate": 0.8681,
      "attendance_noise": 0.999,
      "attendance_rate": 0.8672,
      "sessions_attended": 56,
      "sessions_missed": 8
    },
    {
      "student_id": 52,
      "term_id": 1,
      "enrolment_no": 131,
      "sessions_possible": 78,
      "ability": 67.5,
      "exam_difficulty": 1,
      "base_rate": 0.9419,
      "attendance_noise": 1.003,
      "attendance_rate": 0.9447,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 42,
      "term_id": 1,
      "enrolment_no": 132,
      "sessions_possible": 78,
      "ability": 69.1,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 0.978,
      "attendance_rate": 0.9392,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 65,
      "term_id": 1,
      "enrolment_no": 133,
      "sessions_possible": 78,
      "ability": 66.3,
      "exam_difficulty": 1,
      "base_rate": 0.9147,
      "attendance_noise": 0.967,
      "attendance_rate": 0.8845,
      "sessions_attended": 69,
      "sessions_missed": 9
    },
    {
      "student_id": 37,
      "term_id": 1,
      "enrolment_no": 134,
      "sessions_possible": 78,
      "ability": 66.7,
      "exam_difficulty": 1,
      "base_rate": 0.9234,
      "attendance_noise": 1.013,
      "attendance_rate": 0.9354,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 43,
      "term_id": 2,
      "enrolment_no": 135,
      "sessions_possible": 72,
      "ability": 73.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.8845,
      "attendance_noise": 1.004,
      "attendance_rate": 0.888,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 3,
      "term_id": 2,
      "enrolment_no": 136,
      "sessions_possible": 72,
      "ability": 69.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.9346,
      "attendance_noise": 1.005,
      "attendance_rate": 0.9393,
      "sessions_attended": 68,
      "sessions_missed": 4
    },
    {
      "student_id": 25,
      "term_id": 2,
      "enrolment_no": 137,
      "sessions_possible": 72,
      "ability": 70.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.9138,
      "attendance_noise": 1.006,
      "attendance_rate": 0.9193,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 13,
      "term_id": 1,
      "enrolment_no": 138,
      "sessions_possible": 78,
      "ability": 75.6,
      "exam_difficulty": 1,
      "base_rate": 0.9438,
      "attendance_noise": 0.984,
      "attendance_rate": 0.9287,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 20,
      "term_id": 2,
      "enrolment_no": 139,
      "sessions_possible": 72,
      "ability": 70.2,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 1.002,
      "attendance_rate": 0.9375,
      "sessions_attended": 68,
      "sessions_missed": 4
    },
    {
      "student_id": 28,
      "term_id": 3,
      "enrolment_no": 140,
      "sessions_possible": 64,
      "ability": 63.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.9407,
      "attendance_noise": 1.009,
      "attendance_rate": 0.9492,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 50,
      "term_id": 2,
      "enrolment_no": 141,
      "sessions_possible": 72,
      "ability": 71.6,
      "exam_difficulty": 0.97,
      "base_rate": 0.9176,
      "attendance_noise": 1.012,
      "attendance_rate": 0.9286,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 46,
      "term_id": 1,
      "enrolment_no": 142,
      "sessions_possible": 78,
      "ability": 60.2,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 1.009,
      "attendance_rate": 0.9689,
      "sessions_attended": 76,
      "sessions_missed": 2
    },
    {
      "student_id": 9,
      "term_id": 2,
      "enrolment_no": 143,
      "sessions_possible": 72,
      "ability": 78.6,
      "exam_difficulty": 0.97,
      "base_rate": 0.9308,
      "attendance_noise": 0.996,
      "attendance_rate": 0.9271,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 24,
      "term_id": 1,
      "enrolment_no": 144,
      "sessions_possible": 78,
      "ability": 72.5,
      "exam_difficulty": 1,
      "base_rate": 0.9428,
      "attendance_noise": 1.001,
      "attendance_rate": 0.9437,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 11,
      "term_id": 3,
      "enrolment_no": 145,
      "sessions_possible": 64,
      "ability": 76.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.9149,
      "attendance_noise": 0.984,
      "attendance_rate": 0.9003,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 66,
      "term_id": 1,
      "enrolment_no": 146,
      "sessions_possible": 78,
      "ability": 79.4,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 1.012,
      "attendance_rate": 0.9718,
      "sessions_attended": 76,
      "sessions_missed": 2
    },
    {
      "student_id": 31,
      "term_id": 1,
      "enrolment_no": 147,
      "sessions_possible": 78,
      "ability": 76.4,
      "exam_difficulty": 1,
      "base_rate": 0.9419,
      "attendance_noise": 1.006,
      "attendance_rate": 0.9476,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 40,
      "term_id": 2,
      "enrolment_no": 148,
      "sessions_possible": 72,
      "ability": 75.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.8675,
      "attendance_noise": 0.985,
      "attendance_rate": 0.8545,
      "sessions_attended": 62,
      "sessions_missed": 10
    },
    {
      "student_id": 45,
      "term_id": 3,
      "enrolment_no": 149,
      "sessions_possible": 64,
      "ability": 75.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.8929,
      "attendance_noise": 1.014,
      "attendance_rate": 0.9054,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 54,
      "term_id": 1,
      "enrolment_no": 150,
      "sessions_possible": 78,
      "ability": 67,
      "exam_difficulty": 1,
      "base_rate": 0.8914,
      "attendance_noise": 0.987,
      "attendance_rate": 0.8798,
      "sessions_attended": 69,
      "sessions_missed": 9
    },
    {
      "student_id": 45,
      "term_id": 2,
      "enrolment_no": 151,
      "sessions_possible": 72,
      "ability": 75.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8836,
      "attendance_noise": 0.999,
      "attendance_rate": 0.8827,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 1,
      "term_id": 3,
      "enrolment_no": 152,
      "sessions_possible": 64,
      "ability": 75.2,
      "exam_difficulty": 1.02,
      "base_rate": 0.9292,
      "attendance_noise": 0.99,
      "attendance_rate": 0.9199,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 63,
      "term_id": 3,
      "enrolment_no": 153,
      "sessions_possible": 64,
      "ability": 75.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.8223,
      "attendance_noise": 1.023,
      "attendance_rate": 0.8412,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 42,
      "term_id": 3,
      "enrolment_no": 154,
      "sessions_possible": 64,
      "ability": 69.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 0.995,
      "attendance_rate": 0.9407,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 68,
      "term_id": 2,
      "enrolment_no": 155,
      "sessions_possible": 72,
      "ability": 73.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.842,
      "attendance_noise": 0.99,
      "attendance_rate": 0.8336,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 59,
      "term_id": 1,
      "enrolment_no": 156,
      "sessions_possible": 78,
      "ability": 69.5,
      "exam_difficulty": 1,
      "base_rate": 0.9496,
      "attendance_noise": 0.984,
      "attendance_rate": 0.9344,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 41,
      "term_id": 3,
      "enrolment_no": 157,
      "sessions_possible": 64,
      "ability": 73,
      "exam_difficulty": 1.02,
      "base_rate": 0.8929,
      "attendance_noise": 0.994,
      "attendance_rate": 0.8875,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 24,
      "term_id": 3,
      "enrolment_no": 158,
      "sessions_possible": 64,
      "ability": 72.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.9283,
      "attendance_noise": 1.006,
      "attendance_rate": 0.9339,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 14,
      "term_id": 3,
      "enrolment_no": 159,
      "sessions_possible": 64,
      "ability": 69.6,
      "exam_difficulty": 1.02,
      "base_rate": 0.8423,
      "attendance_noise": 0.998,
      "attendance_rate": 0.8406,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 23,
      "term_id": 1,
      "enrolment_no": 160,
      "sessions_possible": 78,
      "ability": 69.9,
      "exam_difficulty": 1,
      "base_rate": 0.8759,
      "attendance_noise": 0.998,
      "attendance_rate": 0.8741,
      "sessions_attended": 68,
      "sessions_missed": 10
    },
    {
      "student_id": 60,
      "term_id": 3,
      "enrolment_no": 161,
      "sessions_possible": 64,
      "ability": 62.2,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 0.981,
      "attendance_rate": 0.9274,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 53,
      "term_id": 2,
      "enrolment_no": 162,
      "sessions_possible": 72,
      "ability": 67,
      "exam_difficulty": 0.97,
      "base_rate": 0.9044,
      "attendance_noise": 0.989,
      "attendance_rate": 0.8945,
      "sessions_attended": 64,
      "sessions_missed": 8
    },
    {
      "student_id": 5,
      "term_id": 2,
      "enrolment_no": 163,
      "sessions_possible": 72,
      "ability": 64.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8571,
      "attendance_noise": 1.009,
      "attendance_rate": 0.8648,
      "sessions_attended": 62,
      "sessions_missed": 10
    },
    {
      "student_id": 32,
      "term_id": 1,
      "enrolment_no": 164,
      "sessions_possible": 78,
      "ability": 74.9,
      "exam_difficulty": 1,
      "base_rate": 0.8982,
      "attendance_noise": 1.002,
      "attendance_rate": 0.9,
      "sessions_attended": 70,
      "sessions_missed": 8
    },
    {
      "student_id": 10,
      "term_id": 2,
      "enrolment_no": 165,
      "sessions_possible": 72,
      "ability": 65.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.8732,
      "attendance_noise": 0.99,
      "attendance_rate": 0.8645,
      "sessions_attended": 62,
      "sessions_missed": 10
    },
    {
      "student_id": 8,
      "term_id": 3,
      "enrolment_no": 166,
      "sessions_possible": 64,
      "ability": 59.6,
      "exam_difficulty": 1.02,
      "base_rate": 0.9263,
      "attendance_noise": 0.984,
      "attendance_rate": 0.9115,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 44,
      "term_id": 1,
      "enrolment_no": 167,
      "sessions_possible": 78,
      "ability": 67.2,
      "exam_difficulty": 1,
      "base_rate": 0.9031,
      "attendance_noise": 1.01,
      "attendance_rate": 0.9121,
      "sessions_attended": 71,
      "sessions_missed": 7
    },
    {
      "student_id": 25,
      "term_id": 3,
      "enrolment_no": 168,
      "sessions_possible": 64,
      "ability": 70.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.9235,
      "attendance_noise": 0.984,
      "attendance_rate": 0.9087,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 70,
      "term_id": 2,
      "enrolment_no": 169,
      "sessions_possible": 72,
      "ability": 76.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.894,
      "attendance_noise": 1.02,
      "attendance_rate": 0.9119,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 38,
      "term_id": 1,
      "enrolment_no": 170,
      "sessions_possible": 78,
      "ability": 69.7,
      "exam_difficulty": 1,
      "base_rate": 0.9603,
      "attendance_noise": 0.978,
      "attendance_rate": 0.9392,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 21,
      "term_id": 2,
      "enrolment_no": 171,
      "sessions_possible": 72,
      "ability": 66.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.927,
      "attendance_noise": 0.998,
      "attendance_rate": 0.9251,
      "sessions_attended": 67,
      "sessions_missed": 5
    },
    {
      "student_id": 17,
      "term_id": 2,
      "enrolment_no": 172,
      "sessions_possible": 72,
      "ability": 66.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.8855,
      "attendance_noise": 1.016,
      "attendance_rate": 0.8997,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 68,
      "term_id": 1,
      "enrolment_no": 173,
      "sessions_possible": 78,
      "ability": 73.5,
      "exam_difficulty": 1,
      "base_rate": 0.8643,
      "attendance_noise": 0.988,
      "attendance_rate": 0.8539,
      "sessions_attended": 67,
      "sessions_missed": 11
    },
    {
      "student_id": 55,
      "term_id": 3,
      "enrolment_no": 174,
      "sessions_possible": 64,
      "ability": 82.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.9273,
      "attendance_noise": 0.989,
      "attendance_rate": 0.9171,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 54,
      "term_id": 2,
      "enrolment_no": 175,
      "sessions_possible": 72,
      "ability": 67,
      "exam_difficulty": 0.97,
      "base_rate": 0.8685,
      "attendance_noise": 1.005,
      "attendance_rate": 0.8728,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 7,
      "term_id": 2,
      "enrolment_no": 176,
      "sessions_possible": 72,
      "ability": 58.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.876,
      "attendance_noise": 1.004,
      "attendance_rate": 0.8795,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 56,
      "term_id": 3,
      "enrolment_no": 177,
      "sessions_possible": 64,
      "ability": 64.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.9426,
      "attendance_noise": 1.005,
      "attendance_rate": 0.9473,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 1,
      "term_id": 1,
      "enrolment_no": 178,
      "sessions_possible": 78,
      "ability": 75.2,
      "exam_difficulty": 1,
      "base_rate": 0.9438,
      "attendance_noise": 0.992,
      "attendance_rate": 0.9362,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 22,
      "term_id": 2,
      "enrolment_no": 179,
      "sessions_possible": 72,
      "ability": 73.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.8855,
      "attendance_noise": 1.018,
      "attendance_rate": 0.9014,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 51,
      "term_id": 2,
      "enrolment_no": 180,
      "sessions_possible": 72,
      "ability": 62.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.8316,
      "attendance_noise": 1.007,
      "attendance_rate": 0.8374,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 46,
      "term_id": 2,
      "enrolment_no": 181,
      "sessions_possible": 72,
      "ability": 60.2,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 0.986,
      "attendance_rate": 0.9225,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 50,
      "term_id": 3,
      "enrolment_no": 182,
      "sessions_possible": 64,
      "ability": 71.6,
      "exam_difficulty": 1.02,
      "base_rate": 0.9273,
      "attendance_noise": 0.995,
      "attendance_rate": 0.9227,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 30,
      "term_id": 2,
      "enrolment_no": 183,
      "sessions_possible": 72,
      "ability": 65,
      "exam_difficulty": 0.97,
      "base_rate": 0.928,
      "attendance_noise": 1.018,
      "attendance_rate": 0.9447,
      "sessions_attended": 68,
      "sessions_missed": 4
    },
    {
      "student_id": 35,
      "term_id": 3,
      "enrolment_no": 184,
      "sessions_possible": 64,
      "ability": 82.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.9111,
      "attendance_noise": 1.009,
      "attendance_rate": 0.9193,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 12,
      "term_id": 3,
      "enrolment_no": 185,
      "sessions_possible": 64,
      "ability": 71.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.8862,
      "attendance_noise": 0.994,
      "attendance_rate": 0.8809,
      "sessions_attended": 56,
      "sessions_missed": 8
    },
    {
      "student_id": 8,
      "term_id": 2,
      "enrolment_no": 186,
      "sessions_possible": 72,
      "ability": 59.6,
      "exam_difficulty": 0.97,
      "base_rate": 0.9167,
      "attendance_noise": 0.993,
      "attendance_rate": 0.9103,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 44,
      "term_id": 2,
      "enrolment_no": 187,
      "sessions_possible": 72,
      "ability": 67.2,
      "exam_difficulty": 0.97,
      "base_rate": 0.8798,
      "attendance_noise": 1.023,
      "attendance_rate": 0.9,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 33,
      "term_id": 3,
      "enrolment_no": 188,
      "sessions_possible": 64,
      "ability": 57.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.8967,
      "attendance_noise": 0.993,
      "attendance_rate": 0.8904,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 67,
      "term_id": 3,
      "enrolment_no": 189,
      "sessions_possible": 64,
      "ability": 67.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.9263,
      "attendance_noise": 1.018,
      "attendance_rate": 0.943,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 67,
      "term_id": 2,
      "enrolment_no": 190,
      "sessions_possible": 72,
      "ability": 67.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.9167,
      "attendance_noise": 0.983,
      "attendance_rate": 0.9011,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 57,
      "term_id": 1,
      "enrolment_no": 191,
      "sessions_possible": 78,
      "ability": 64.7,
      "exam_difficulty": 1,
      "base_rate": 0.8623,
      "attendance_noise": 0.987,
      "attendance_rate": 0.8511,
      "sessions_attended": 66,
      "sessions_missed": 12
    },
    {
      "student_id": 43,
      "term_id": 1,
      "enrolment_no": 192,
      "sessions_possible": 78,
      "ability": 73.8,
      "exam_difficulty": 1,
      "base_rate": 0.9079,
      "attendance_noise": 1.007,
      "attendance_rate": 0.9143,
      "sessions_attended": 71,
      "sessions_missed": 7
    },
    {
      "student_id": 4,
      "term_id": 1,
      "enrolment_no": 193,
      "sessions_possible": 78,
      "ability": 65.8,
      "exam_difficulty": 1,
      "base_rate": 0.8672,
      "attendance_noise": 0.999,
      "attendance_rate": 0.8663,
      "sessions_attended": 68,
      "sessions_missed": 10
    },
    {
      "student_id": 71,
      "term_id": 1,
      "enrolment_no": 194,
      "sessions_possible": 78,
      "ability": 73.7,
      "exam_difficulty": 1,
      "base_rate": 0.8546,
      "attendance_noise": 1.008,
      "attendance_rate": 0.8614,
      "sessions_attended": 67,
      "sessions_missed": 11
    },
    {
      "student_id": 63,
      "term_id": 2,
      "enrolment_no": 195,
      "sessions_possible": 72,
      "ability": 75.8,
      "exam_difficulty": 0.97,
      "base_rate": 0.8136,
      "attendance_noise": 0.977,
      "attendance_rate": 0.7949,
      "sessions_attended": 57,
      "sessions_missed": 15
    },
    {
      "student_id": 77,
      "term_id": 1,
      "enrolment_no": 196,
      "sessions_possible": 78,
      "ability": 66.1,
      "exam_difficulty": 1,
      "base_rate": 0.9361,
      "attendance_noise": 0.991,
      "attendance_rate": 0.9277,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 73,
      "term_id": 3,
      "enrolment_no": 197,
      "sessions_possible": 64,
      "ability": 70.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.8509,
      "attendance_noise": 0.977,
      "attendance_rate": 0.8313,
      "sessions_attended": 53,
      "sessions_missed": 11
    },
    {
      "student_id": 2,
      "term_id": 1,
      "enrolment_no": 198,
      "sessions_possible": 78,
      "ability": 69.9,
      "exam_difficulty": 1,
      "base_rate": 0.9079,
      "attendance_noise": 1.01,
      "attendance_rate": 0.917,
      "sessions_attended": 72,
      "sessions_missed": 6
    },
    {
      "student_id": 52,
      "term_id": 2,
      "enrolment_no": 199,
      "sessions_possible": 72,
      "ability": 67.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.9176,
      "attendance_noise": 1.005,
      "attendance_rate": 0.9222,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 74,
      "term_id": 2,
      "enrolment_no": 200,
      "sessions_possible": 72,
      "ability": 68.5,
      "exam_difficulty": 0.97,
      "base_rate": 0.8146,
      "attendance_noise": 1.005,
      "attendance_rate": 0.8187,
      "sessions_attended": 59,
      "sessions_missed": 13
    },
    {
      "student_id": 22,
      "term_id": 3,
      "enrolment_no": 201,
      "sessions_possible": 64,
      "ability": 73.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.8948,
      "attendance_noise": 1.002,
      "attendance_rate": 0.8966,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 76,
      "term_id": 3,
      "enrolment_no": 202,
      "sessions_possible": 64,
      "ability": 72.3,
      "exam_difficulty": 1.02,
      "base_rate": 0.8862,
      "attendance_noise": 0.994,
      "attendance_rate": 0.8809,
      "sessions_attended": 56,
      "sessions_missed": 8
    },
    {
      "student_id": 13,
      "term_id": 2,
      "enrolment_no": 203,
      "sessions_possible": 72,
      "ability": 75.6,
      "exam_difficulty": 0.97,
      "base_rate": 0.9195,
      "attendance_noise": 0.979,
      "attendance_rate": 0.9002,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 73,
      "term_id": 2,
      "enrolment_no": 204,
      "sessions_possible": 72,
      "ability": 70.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.842,
      "attendance_noise": 0.998,
      "attendance_rate": 0.8403,
      "sessions_attended": 61,
      "sessions_missed": 11
    },
    {
      "student_id": 3,
      "term_id": 3,
      "enrolment_no": 205,
      "sessions_possible": 64,
      "ability": 69.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.9445,
      "attendance_noise": 1.003,
      "attendance_rate": 0.9473,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 64,
      "term_id": 2,
      "enrolment_no": 206,
      "sessions_possible": 72,
      "ability": 75,
      "exam_difficulty": 0.97,
      "base_rate": 0.8448,
      "attendance_noise": 0.976,
      "attendance_rate": 0.8245,
      "sessions_attended": 59,
      "sessions_missed": 13
    },
    {
      "student_id": 49,
      "term_id": 2,
      "enrolment_no": 207,
      "sessions_possible": 72,
      "ability": 76,
      "exam_difficulty": 0.97,
      "base_rate": 0.8297,
      "attendance_noise": 1.011,
      "attendance_rate": 0.8388,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 35,
      "term_id": 2,
      "enrolment_no": 208,
      "sessions_possible": 72,
      "ability": 82.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.9015,
      "attendance_noise": 0.996,
      "attendance_rate": 0.8979,
      "sessions_attended": 65,
      "sessions_missed": 7
    },
    {
      "student_id": 14,
      "term_id": 2,
      "enrolment_no": 209,
      "sessions_possible": 72,
      "ability": 69.6,
      "exam_difficulty": 0.97,
      "base_rate": 0.8335,
      "attendance_noise": 1.003,
      "attendance_rate": 0.836,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 58,
      "term_id": 3,
      "enrolment_no": 210,
      "sessions_possible": 64,
      "ability": 77.2,
      "exam_difficulty": 1.02,
      "base_rate": 0.933,
      "attendance_noise": 0.997,
      "attendance_rate": 0.9302,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 78,
      "term_id": 3,
      "enrolment_no": 211,
      "sessions_possible": 64,
      "ability": 65.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.933,
      "attendance_noise": 1,
      "attendance_rate": 0.933,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 69,
      "term_id": 3,
      "enrolment_no": 212,
      "sessions_possible": 64,
      "ability": 77.3,
      "exam_difficulty": 1.02,
      "base_rate": 0.9407,
      "attendance_noise": 0.999,
      "attendance_rate": 0.9398,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 33,
      "term_id": 1,
      "enrolment_no": 213,
      "sessions_possible": 78,
      "ability": 57.7,
      "exam_difficulty": 1,
      "base_rate": 0.9108,
      "attendance_noise": 0.998,
      "attendance_rate": 0.909,
      "sessions_attended": 71,
      "sessions_missed": 7
    },
    {
      "student_id": 70,
      "term_id": 3,
      "enrolment_no": 214,
      "sessions_possible": 64,
      "ability": 76.8,
      "exam_difficulty": 1.02,
      "base_rate": 0.9034,
      "attendance_noise": 1.004,
      "attendance_rate": 0.907,
      "sessions_attended": 58,
      "sessions_missed": 6
    },
    {
      "student_id": 58,
      "term_id": 1,
      "enrolment_no": 215,
      "sessions_possible": 78,
      "ability": 77.2,
      "exam_difficulty": 1,
      "base_rate": 0.9477,
      "attendance_noise": 0.996,
      "attendance_rate": 0.9439,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 19,
      "term_id": 2,
      "enrolment_no": 216,
      "sessions_possible": 72,
      "ability": 72.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8637,
      "attendance_noise": 0.975,
      "attendance_rate": 0.8421,
      "sessions_attended": 61,
      "sessions_missed": 11
    },
    {
      "student_id": 7,
      "term_id": 3,
      "enrolment_no": 217,
      "sessions_possible": 64,
      "ability": 58.7,
      "exam_difficulty": 1.02,
      "base_rate": 0.8853,
      "attendance_noise": 1.003,
      "attendance_rate": 0.888,
      "sessions_attended": 57,
      "sessions_missed": 7
    },
    {
      "student_id": 9,
      "term_id": 3,
      "enrolment_no": 218,
      "sessions_possible": 64,
      "ability": 78.6,
      "exam_difficulty": 1.02,
      "base_rate": 0.9407,
      "attendance_noise": 1.011,
      "attendance_rate": 0.951,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 38,
      "term_id": 2,
      "enrolment_no": 219,
      "sessions_possible": 72,
      "ability": 69.7,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 1.007,
      "attendance_rate": 0.9421,
      "sessions_attended": 68,
      "sessions_missed": 4
    },
    {
      "student_id": 64,
      "term_id": 3,
      "enrolment_no": 220,
      "sessions_possible": 64,
      "ability": 75,
      "exam_difficulty": 1.02,
      "base_rate": 0.8538,
      "attendance_noise": 1.007,
      "attendance_rate": 0.8598,
      "sessions_attended": 55,
      "sessions_missed": 9
    },
    {
      "student_id": 56,
      "term_id": 1,
      "enrolment_no": 221,
      "sessions_possible": 78,
      "ability": 64.8,
      "exam_difficulty": 1,
      "base_rate": 0.9574,
      "attendance_noise": 0.993,
      "attendance_rate": 0.9507,
      "sessions_attended": 74,
      "sessions_missed": 4
    },
    {
      "student_id": 66,
      "term_id": 3,
      "enrolment_no": 222,
      "sessions_possible": 64,
      "ability": 79.4,
      "exam_difficulty": 1.02,
      "base_rate": 0.9454,
      "attendance_noise": 0.997,
      "attendance_rate": 0.9426,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 19,
      "term_id": 3,
      "enrolment_no": 223,
      "sessions_possible": 64,
      "ability": 72.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.8729,
      "attendance_noise": 0.987,
      "attendance_rate": 0.8616,
      "sessions_attended": 55,
      "sessions_missed": 9
    },
    {
      "student_id": 75,
      "term_id": 3,
      "enrolment_no": 224,
      "sessions_possible": 64,
      "ability": 67.3,
      "exam_difficulty": 1.02,
      "base_rate": 0.9397,
      "attendance_noise": 1.005,
      "attendance_rate": 0.9444,
      "sessions_attended": 60,
      "sessions_missed": 4
    },
    {
      "student_id": 51,
      "term_id": 3,
      "enrolment_no": 225,
      "sessions_possible": 64,
      "ability": 62.1,
      "exam_difficulty": 1.02,
      "base_rate": 0.8404,
      "attendance_noise": 0.997,
      "attendance_rate": 0.8379,
      "sessions_attended": 54,
      "sessions_missed": 10
    },
    {
      "student_id": 29,
      "term_id": 1,
      "enrolment_no": 226,
      "sessions_possible": 78,
      "ability": 71.4,
      "exam_difficulty": 1,
      "base_rate": 0.8623,
      "attendance_noise": 1.026,
      "attendance_rate": 0.8847,
      "sessions_attended": 69,
      "sessions_missed": 9
    },
    {
      "student_id": 32,
      "term_id": 2,
      "enrolment_no": 227,
      "sessions_possible": 72,
      "ability": 74.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8751,
      "attendance_noise": 0.997,
      "attendance_rate": 0.8725,
      "sessions_attended": 63,
      "sessions_missed": 9
    },
    {
      "student_id": 17,
      "term_id": 1,
      "enrolment_no": 228,
      "sessions_possible": 78,
      "ability": 66.5,
      "exam_difficulty": 1,
      "base_rate": 0.9089,
      "attendance_noise": 1.008,
      "attendance_rate": 0.9162,
      "sessions_attended": 71,
      "sessions_missed": 7
    },
    {
      "student_id": 53,
      "term_id": 3,
      "enrolment_no": 229,
      "sessions_possible": 64,
      "ability": 67,
      "exam_difficulty": 1.02,
      "base_rate": 0.9139,
      "attendance_noise": 1.011,
      "attendance_rate": 0.924,
      "sessions_attended": 59,
      "sessions_missed": 5
    },
    {
      "student_id": 34,
      "term_id": 1,
      "enrolment_no": 230,
      "sessions_possible": 78,
      "ability": 70.1,
      "exam_difficulty": 1,
      "base_rate": 0.8391,
      "attendance_noise": 0.997,
      "attendance_rate": 0.8366,
      "sessions_attended": 65,
      "sessions_missed": 13
    },
    {
      "student_id": 40,
      "term_id": 1,
      "enrolment_no": 231,
      "sessions_possible": 78,
      "ability": 75.8,
      "exam_difficulty": 1,
      "base_rate": 0.8905,
      "attendance_noise": 0.988,
      "attendance_rate": 0.8798,
      "sessions_attended": 69,
      "sessions_missed": 9
    },
    {
      "student_id": 66,
      "term_id": 2,
      "enrolment_no": 232,
      "sessions_possible": 72,
      "ability": 79.4,
      "exam_difficulty": 0.97,
      "base_rate": 0.9356,
      "attendance_noise": 0.985,
      "attendance_rate": 0.9216,
      "sessions_attended": 66,
      "sessions_missed": 6
    },
    {
      "student_id": 79,
      "term_id": 2,
      "enrolment_no": 233,
      "sessions_possible": 72,
      "ability": 71.9,
      "exam_difficulty": 0.97,
      "base_rate": 0.8288,
      "attendance_noise": 1.002,
      "attendance_rate": 0.8305,
      "sessions_attended": 60,
      "sessions_missed": 12
    },
    {
      "student_id": 34,
      "term_id": 2,
      "enrolment_no": 234,
      "sessions_possible": 72,
      "ability": 70.1,
      "exam_difficulty": 0.97,
      "base_rate": 0.8174,
      "attendance_noise": 0.993,
      "attendance_rate": 0.8117,
      "sessions_attended": 58,
      "sessions_missed": 14
    },
    {
      "student_id": 23,
      "term_id": 3,
      "enrolment_no": 235,
      "sessions_possible": 64,
      "ability": 69.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.8624,
      "attendance_noise": 1.008,
      "attendance_rate": 0.8693,
      "sessions_attended": 56,
      "sessions_missed": 8
    },
    {
      "student_id": 21,
      "term_id": 3,
      "enrolment_no": 236,
      "sessions_possible": 64,
      "ability": 66.5,
      "exam_difficulty": 1.02,
      "base_rate": 0.9369,
      "attendance_noise": 1.016,
      "attendance_rate": 0.9519,
      "sessions_attended": 61,
      "sessions_missed": 3
    },
    {
      "student_id": 39,
      "term_id": 3,
      "enrolment_no": 237,
      "sessions_possible": 64,
      "ability": 67,
      "exam_difficulty": 1.02,
      "base_rate": 0.8605,
      "attendance_noise": 1.004,
      "attendance_rate": 0.8639,
      "sessions_attended": 55,
      "sessions_missed": 9
    },
    {
      "student_id": 53,
      "term_id": 1,
      "enrolment_no": 238,
      "sessions_possible": 78,
      "ability": 67,
      "exam_difficulty": 1,
      "base_rate": 0.9283,
      "attendance_noise": 1.014,
      "attendance_rate": 0.9413,
      "sessions_attended": 73,
      "sessions_missed": 5
    },
    {
      "student_id": 12,
      "term_id": 1,
      "enrolment_no": 239,
      "sessions_possible": 78,
      "ability": 71.7,
      "exam_difficulty": 1,
      "base_rate": 0.9002,
      "attendance_noise": 1.003,
      "attendance_rate": 0.9029,
      "sessions_attended": 70,
      "sessions_missed": 8
    },
    {
      "student_id": 16,
      "term_id": 3,
      "enrolment_no": 240,
      "sessions_possible": 64,
      "ability": 71.9,
      "exam_difficulty": 1.02,
      "base_rate": 0.892,
      "attendance_noise": 1.011,
      "attendance_rate": 0.9018,
      "sessions_attended": 58,
      "sessions_missed": 6
    }
  ],
  "scores": [
    {
      "student_term_id": 134,
      "subject_id": 3,
      "ability_subject": 64.699,
      "ability_attended": 60.519,
      "ability_termed": 60.519,
      "score_noise": 1.022,
      "score_pct": 61.9
    },
    {
      "student_term_id": 34,
      "subject_id": 4,
      "ability_subject": 78.177,
      "ability_attended": 73.666,
      "ability_termed": 75.139,
      "score_noise": 1.018,
      "score_pct": 76.5
    },
    {
      "student_term_id": 213,
      "subject_id": 4,
      "ability_subject": 59.431,
      "ability_attended": 54.023,
      "ability_termed": 54.023,
      "score_noise": 0.997,
      "score_pct": 53.9
    },
    {
      "student_term_id": 207,
      "subject_id": 1,
      "ability_subject": 71.44,
      "ability_attended": 59.924,
      "ability_termed": 58.126,
      "score_noise": 0.992,
      "score_pct": 57.7
    },
    {
      "student_term_id": 196,
      "subject_id": 3,
      "ability_subject": 64.117,
      "ability_attended": 59.481,
      "ability_termed": 59.481,
      "score_noise": 1.011,
      "score_pct": 60.1
    },
    {
      "student_term_id": 18,
      "subject_id": 1,
      "ability_subject": 65.706,
      "ability_attended": 57.191,
      "ability_termed": 55.475,
      "score_noise": 1.01,
      "score_pct": 56
    },
    {
      "student_term_id": 1,
      "subject_id": 2,
      "ability_subject": 67.5,
      "ability_attended": 64.159,
      "ability_termed": 65.442,
      "score_noise": 1.005,
      "score_pct": 65.8
    },
    {
      "student_term_id": 30,
      "subject_id": 4,
      "ability_subject": 79.31,
      "ability_attended": 74.813,
      "ability_termed": 76.309,
      "score_noise": 0.998,
      "score_pct": 76.2
    },
    {
      "student_term_id": 29,
      "subject_id": 4,
      "ability_subject": 74.778,
      "ability_attended": 67.51,
      "ability_termed": 67.51,
      "score_noise": 1.006,
      "score_pct": 67.9
    },
    {
      "student_term_id": 119,
      "subject_id": 1,
      "ability_subject": 69.09,
      "ability_attended": 58.554,
      "ability_termed": 59.725,
      "score_noise": 0.998,
      "score_pct": 59.6
    },
    {
      "student_term_id": 98,
      "subject_id": 3,
      "ability_subject": 63.923,
      "ability_attended": 60.337,
      "ability_termed": 60.337,
      "score_noise": 1.006,
      "score_pct": 60.7
    },
    {
      "student_term_id": 189,
      "subject_id": 2,
      "ability_subject": 67.8,
      "ability_attended": 63.935,
      "ability_termed": 65.214,
      "score_noise": 1.009,
      "score_pct": 65.8
    },
    {
      "student_term_id": 229,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 60.051,
      "ability_termed": 61.252,
      "score_noise": 0.984,
      "score_pct": 60.3
    },
    {
      "student_term_id": 3,
      "subject_id": 1,
      "ability_subject": 71.064,
      "ability_attended": 65.969,
      "ability_termed": 67.288,
      "score_noise": 0.991,
      "score_pct": 66.7
    },
    {
      "student_term_id": 37,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 54.937,
      "ability_termed": 54.937,
      "score_noise": 0.999,
      "score_pct": 54.9
    },
    {
      "student_term_id": 240,
      "subject_id": 4,
      "ability_subject": 74.057,
      "ability_attended": 66.785,
      "ability_termed": 68.121,
      "score_noise": 1.006,
      "score_pct": 68.5
    },
    {
      "student_term_id": 107,
      "subject_id": 4,
      "ability_subject": 73.439,
      "ability_attended": 65.875,
      "ability_termed": 63.899,
      "score_noise": 1,
      "score_pct": 63.9
    },
    {
      "student_term_id": 68,
      "subject_id": 3,
      "ability_subject": 71.489,
      "ability_attended": 59.693,
      "ability_termed": 57.902,
      "score_noise": 1.006,
      "score_pct": 58.2
    },
    {
      "student_term_id": 6,
      "subject_id": 1,
      "ability_subject": 69.372,
      "ability_attended": 64.377,
      "ability_termed": 64.377,
      "score_noise": 1.021,
      "score_pct": 65.7
    },
    {
      "student_term_id": 11,
      "subject_id": 2,
      "ability_subject": 71.9,
      "ability_attended": 65.077,
      "ability_termed": 65.077,
      "score_noise": 0.982,
      "score_pct": 63.9
    },
    {
      "student_term_id": 77,
      "subject_id": 2,
      "ability_subject": 77,
      "ability_attended": 73.851,
      "ability_termed": 73.851,
      "score_noise": 0.987,
      "score_pct": 72.9
    },
    {
      "student_term_id": 139,
      "subject_id": 2,
      "ability_subject": 70.2,
      "ability_attended": 65.813,
      "ability_termed": 63.839,
      "score_noise": 0.997,
      "score_pct": 63.6
    },
    {
      "student_term_id": 33,
      "subject_id": 1,
      "ability_subject": 60.536,
      "ability_attended": 54.718,
      "ability_termed": 54.718,
      "score_noise": 0.998,
      "score_pct": 54.6
    },
    {
      "student_term_id": 190,
      "subject_id": 2,
      "ability_subject": 67.8,
      "ability_attended": 61.095,
      "ability_termed": 59.262,
      "score_noise": 0.975,
      "score_pct": 57.8
    },
    {
      "student_term_id": 104,
      "subject_id": 3,
      "ability_subject": 67.027,
      "ability_attended": 64.044,
      "ability_termed": 64.044,
      "score_noise": 1.018,
      "score_pct": 65.2
    },
    {
      "student_term_id": 212,
      "subject_id": 3,
      "ability_subject": 74.981,
      "ability_attended": 70.467,
      "ability_termed": 71.876,
      "score_noise": 1.012,
      "score_pct": 72.7
    },
    {
      "student_term_id": 234,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 58.607,
      "ability_termed": 56.849,
      "score_noise": 1.007,
      "score_pct": 57.2
    },
    {
      "student_term_id": 63,
      "subject_id": 2,
      "ability_subject": 76.1,
      "ability_attended": 71.214,
      "ability_termed": 71.214,
      "score_noise": 0.966,
      "score_pct": 68.8
    },
    {
      "student_term_id": 60,
      "subject_id": 4,
      "ability_subject": 71.997,
      "ability_attended": 63.717,
      "ability_termed": 64.991,
      "score_noise": 1.004,
      "score_pct": 65.3
    },
    {
      "student_term_id": 129,
      "subject_id": 4,
      "ability_subject": 76.735,
      "ability_attended": 71.939,
      "ability_termed": 69.781,
      "score_noise": 1.026,
      "score_pct": 71.6
    },
    {
      "student_term_id": 171,
      "subject_id": 1,
      "ability_subject": 62.51,
      "ability_attended": 57.828,
      "ability_termed": 56.093,
      "score_noise": 0.988,
      "score_pct": 55.4
    },
    {
      "student_term_id": 240,
      "subject_id": 2,
      "ability_subject": 71.9,
      "ability_attended": 64.839,
      "ability_termed": 66.136,
      "score_noise": 0.98,
      "score_pct": 64.8
    },
    {
      "student_term_id": 90,
      "subject_id": 1,
      "ability_subject": 70.782,
      "ability_attended": 67.455,
      "ability_termed": 68.804,
      "score_noise": 1.005,
      "score_pct": 69.1
    },
    {
      "student_term_id": 61,
      "subject_id": 3,
      "ability_subject": 74.981,
      "ability_attended": 71.052,
      "ability_termed": 68.92,
      "score_noise": 1.041,
      "score_pct": 71.7
    },
    {
      "student_term_id": 145,
      "subject_id": 4,
      "ability_subject": 78.383,
      "ability_attended": 70.568,
      "ability_termed": 71.979,
      "score_noise": 1.019,
      "score_pct": 73.3
    },
    {
      "student_term_id": 235,
      "subject_id": 4,
      "ability_subject": 71.997,
      "ability_attended": 62.587,
      "ability_termed": 63.839,
      "score_noise": 0.959,
      "score_pct": 61.2
    },
    {
      "student_term_id": 230,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 55.127,
      "ability_termed": 55.127,
      "score_noise": 0.999,
      "score_pct": 55.1
    },
    {
      "student_term_id": 15,
      "subject_id": 4,
      "ability_subject": 71.585,
      "ability_attended": 66.388,
      "ability_termed": 67.716,
      "score_noise": 0.988,
      "score_pct": 66.9
    },
    {
      "student_term_id": 224,
      "subject_id": 4,
      "ability_subject": 69.319,
      "ability_attended": 65.465,
      "ability_termed": 66.774,
      "score_noise": 1.004,
      "score_pct": 67
    },
    {
      "student_term_id": 40,
      "subject_id": 4,
      "ability_subject": 70.555,
      "ability_attended": 58.398,
      "ability_termed": 58.398,
      "score_noise": 1.008,
      "score_pct": 58.9
    },
    {
      "student_term_id": 227,
      "subject_id": 2,
      "ability_subject": 74.9,
      "ability_attended": 65.35,
      "ability_termed": 63.389,
      "score_noise": 0.992,
      "score_pct": 62.9
    },
    {
      "student_term_id": 180,
      "subject_id": 2,
      "ability_subject": 62.1,
      "ability_attended": 52.003,
      "ability_termed": 50.443,
      "score_noise": 1.004,
      "score_pct": 50.6
    },
    {
      "student_term_id": 218,
      "subject_id": 4,
      "ability_subject": 80.958,
      "ability_attended": 76.991,
      "ability_termed": 78.531,
      "score_noise": 0.986,
      "score_pct": 77.4
    },
    {
      "student_term_id": 64,
      "subject_id": 1,
      "ability_subject": 67.68,
      "ability_attended": 59.477,
      "ability_termed": 57.693,
      "score_noise": 1.02,
      "score_pct": 58.8
    },
    {
      "student_term_id": 220,
      "subject_id": 1,
      "ability_subject": 70.5,
      "ability_attended": 60.616,
      "ability_termed": 61.828,
      "score_noise": 1.02,
      "score_pct": 63.1
    },
    {
      "student_term_id": 237,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 57.881,
      "ability_termed": 59.039,
      "score_noise": 0.983,
      "score_pct": 58
    },
    {
      "student_term_id": 128,
      "subject_id": 3,
      "ability_subject": 66.348,
      "ability_attended": 58.718,
      "ability_termed": 59.892,
      "score_noise": 0.955,
      "score_pct": 57.2
    },
    {
      "student_term_id": 71,
      "subject_id": 1,
      "ability_subject": 60.818,
      "ability_attended": 50.941,
      "ability_termed": 49.413,
      "score_noise": 1.012,
      "score_pct": 50
    },
    {
      "student_term_id": 17,
      "subject_id": 4,
      "ability_subject": 73.851,
      "ability_attended": 65.284,
      "ability_termed": 63.325,
      "score_noise": 0.966,
      "score_pct": 61.2
    },
    {
      "student_term_id": 17,
      "subject_id": 2,
      "ability_subject": 71.7,
      "ability_attended": 63.383,
      "ability_termed": 61.482,
      "score_noise": 0.988,
      "score_pct": 60.7
    },
    {
      "student_term_id": 34,
      "subject_id": 1,
      "ability_subject": 71.346,
      "ability_attended": 67.229,
      "ability_termed": 68.574,
      "score_noise": 1,
      "score_pct": 68.6
    },
    {
      "student_term_id": 54,
      "subject_id": 4,
      "ability_subject": 68.083,
      "ability_attended": 63.14,
      "ability_termed": 61.246,
      "score_noise": 0.991,
      "score_pct": 60.7
    },
    {
      "student_term_id": 66,
      "subject_id": 3,
      "ability_subject": 73.623,
      "ability_attended": 70.398,
      "ability_termed": 70.398,
      "score_noise": 1.019,
      "score_pct": 71.7
    },
    {
      "student_term_id": 131,
      "subject_id": 2,
      "ability_subject": 67.5,
      "ability_attended": 63.767,
      "ability_termed": 63.767,
      "score_noise": 0.987,
      "score_pct": 62.9
    },
    {
      "student_term_id": 226,
      "subject_id": 2,
      "ability_subject": 71.4,
      "ability_attended": 63.168,
      "ability_termed": 63.168,
      "score_noise": 1.002,
      "score_pct": 63.3
    },
    {
      "student_term_id": 129,
      "subject_id": 1,
      "ability_subject": 70.03,
      "ability_attended": 65.653,
      "ability_termed": 63.683,
      "score_noise": 1.034,
      "score_pct": 65.8
    },
    {
      "student_term_id": 176,
      "subject_id": 2,
      "ability_subject": 58.7,
      "ability_attended": 51.627,
      "ability_termed": 50.078,
      "score_noise": 1.003,
      "score_pct": 50.2
    },
    {
      "student_term_id": 104,
      "subject_id": 4,
      "ability_subject": 71.173,
      "ability_attended": 68.006,
      "ability_termed": 68.006,
      "score_noise": 1.055,
      "score_pct": 71.7
    },
    {
      "student_term_id": 222,
      "subject_id": 4,
      "ability_subject": 81.782,
      "ability_attended": 77.088,
      "ability_termed": 78.63,
      "score_noise": 1.01,
      "score_pct": 79.4
    },
    {
      "student_term_id": 73,
      "subject_id": 4,
      "ability_subject": 71.688,
      "ability_attended": 61.451,
      "ability_termed": 61.451,
      "score_noise": 0.99,
      "score_pct": 60.8
    },
    {
      "student_term_id": 152,
      "subject_id": 3,
      "ability_subject": 72.944,
      "ability_attended": 67.101,
      "ability_termed": 68.443,
      "score_noise": 1.008,
      "score_pct": 69
    },
    {
      "student_term_id": 153,
      "subject_id": 4,
      "ability_subject": 78.074,
      "ability_attended": 65.676,
      "ability_termed": 66.99,
      "score_noise": 1.008,
      "score_pct": 67.5
    },
    {
      "student_term_id": 185,
      "subject_id": 2,
      "ability_subject": 71.7,
      "ability_attended": 63.161,
      "ability_termed": 64.424,
      "score_noise": 0.991,
      "score_pct": 63.8
    },
    {
      "student_term_id": 157,
      "subject_id": 4,
      "ability_subject": 75.19,
      "ability_attended": 66.731,
      "ability_termed": 68.066,
      "score_noise": 1.021,
      "score_pct": 69.5
    },
    {
      "student_term_id": 239,
      "subject_id": 2,
      "ability_subject": 71.7,
      "ability_attended": 64.738,
      "ability_termed": 64.738,
      "score_noise": 0.982,
      "score_pct": 63.6
    },
    {
      "student_term_id": 127,
      "subject_id": 2,
      "ability_subject": 68.4,
      "ability_attended": 63.605,
      "ability_termed": 63.605,
      "score_noise": 1.028,
      "score_pct": 65.4
    },
    {
      "student_term_id": 200,
      "subject_id": 1,
      "ability_subject": 64.39,
      "ability_attended": 52.716,
      "ability_termed": 51.135,
      "score_noise": 0.997,
      "score_pct": 51
    },
    {
      "student_term_id": 130,
      "subject_id": 1,
      "ability_subject": 67.68,
      "ability_attended": 58.692,
      "ability_termed": 59.866,
      "score_noise": 0.99,
      "score_pct": 59.3
    },
    {
      "student_term_id": 127,
      "subject_id": 1,
      "ability_subject": 64.296,
      "ability_attended": 59.789,
      "ability_termed": 59.789,
      "score_noise": 1.002,
      "score_pct": 59.9
    },
    {
      "student_term_id": 221,
      "subject_id": 2,
      "ability_subject": 64.8,
      "ability_attended": 61.605,
      "ability_termed": 61.605,
      "score_noise": 1.021,
      "score_pct": 62.9
    },
    {
      "student_term_id": 150,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 58.947,
      "ability_termed": 58.947,
      "score_noise": 1.024,
      "score_pct": 60.4
    },
    {
      "student_term_id": 198,
      "subject_id": 1,
      "ability_subject": 65.706,
      "ability_attended": 60.252,
      "ability_termed": 60.252,
      "score_noise": 0.996,
      "score_pct": 60
    },
    {
      "student_term_id": 176,
      "subject_id": 3,
      "ability_subject": 56.939,
      "ability_attended": 50.078,
      "ability_termed": 48.576,
      "score_noise": 0.991,
      "score_pct": 48.1
    },
    {
      "student_term_id": 225,
      "subject_id": 2,
      "ability_subject": 62.1,
      "ability_attended": 52.034,
      "ability_termed": 53.075,
      "score_noise": 1.059,
      "score_pct": 56.2
    },
    {
      "student_term_id": 185,
      "subject_id": 4,
      "ability_subject": 73.851,
      "ability_attended": 65.055,
      "ability_termed": 66.356,
      "score_noise": 0.993,
      "score_pct": 65.9
    },
    {
      "student_term_id": 160,
      "subject_id": 4,
      "ability_subject": 71.997,
      "ability_attended": 62.933,
      "ability_termed": 62.933,
      "score_noise": 0.982,
      "score_pct": 61.8
    },
    {
      "student_term_id": 216,
      "subject_id": 1,
      "ability_subject": 68.526,
      "ability_attended": 57.706,
      "ability_termed": 55.975,
      "score_noise": 1.011,
      "score_pct": 56.6
    },
    {
      "student_term_id": 73,
      "subject_id": 3,
      "ability_subject": 67.512,
      "ability_attended": 57.871,
      "ability_termed": 57.871,
      "score_noise": 1.016,
      "score_pct": 58.8
    },
    {
      "student_term_id": 100,
      "subject_id": 2,
      "ability_subject": 74.5,
      "ability_attended": 70.857,
      "ability_termed": 72.274,
      "score_noise": 0.972,
      "score_pct": 70.3
    },
    {
      "student_term_id": 104,
      "subject_id": 2,
      "ability_subject": 69.1,
      "ability_attended": 66.025,
      "ability_termed": 66.025,
      "score_noise": 1.01,
      "score_pct": 66.7
    },
    {
      "student_term_id": 229,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 63.765,
      "ability_termed": 65.04,
      "score_noise": 1.016,
      "score_pct": 66.1
    },
    {
      "student_term_id": 20,
      "subject_id": 2,
      "ability_subject": 60.2,
      "ability_attended": 57.31,
      "ability_termed": 58.456,
      "score_noise": 0.991,
      "score_pct": 57.9
    },
    {
      "student_term_id": 210,
      "subject_id": 4,
      "ability_subject": 79.516,
      "ability_attended": 73.966,
      "ability_termed": 75.445,
      "score_noise": 0.993,
      "score_pct": 74.9
    },
    {
      "student_term_id": 230,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 58.646,
      "ability_termed": 58.646,
      "score_noise": 1.027,
      "score_pct": 60.2
    },
    {
      "student_term_id": 21,
      "subject_id": 3,
      "ability_subject": 63.826,
      "ability_attended": 54.169,
      "ability_termed": 55.252,
      "score_noise": 1.011,
      "score_pct": 55.9
    },
    {
      "student_term_id": 82,
      "subject_id": 1,
      "ability_subject": 61.852,
      "ability_attended": 52.358,
      "ability_termed": 50.787,
      "score_noise": 0.99,
      "score_pct": 50.3
    },
    {
      "student_term_id": 140,
      "subject_id": 2,
      "ability_subject": 63.9,
      "ability_attended": 60.654,
      "ability_termed": 61.867,
      "score_noise": 0.977,
      "score_pct": 60.4
    },
    {
      "student_term_id": 26,
      "subject_id": 4,
      "ability_subject": 67.671,
      "ability_attended": 58.522,
      "ability_termed": 59.692,
      "score_noise": 1.023,
      "score_pct": 61.1
    },
    {
      "student_term_id": 122,
      "subject_id": 3,
      "ability_subject": 64.699,
      "ability_attended": 58.611,
      "ability_termed": 56.853,
      "score_noise": 0.985,
      "score_pct": 56
    },
    {
      "student_term_id": 80,
      "subject_id": 4,
      "ability_subject": 74.778,
      "ability_attended": 67.547,
      "ability_termed": 68.898,
      "score_noise": 1.039,
      "score_pct": 71.6
    },
    {
      "student_term_id": 191,
      "subject_id": 2,
      "ability_subject": 64.7,
      "ability_attended": 55.066,
      "ability_termed": 55.066,
      "score_noise": 0.986,
      "score_pct": 54.3
    },
    {
      "student_term_id": 155,
      "subject_id": 1,
      "ability_subject": 69.09,
      "ability_attended": 57.593,
      "ability_termed": 55.865,
      "score_noise": 0.994,
      "score_pct": 55.5
    },
    {
      "student_term_id": 21,
      "subject_id": 4,
      "ability_subject": 67.774,
      "ability_attended": 57.52,
      "ability_termed": 58.67,
      "score_noise": 0.983,
      "score_pct": 57.7
    },
    {
      "student_term_id": 220,
      "subject_id": 4,
      "ability_subject": 77.25,
      "ability_attended": 66.42,
      "ability_termed": 67.748,
      "score_noise": 0.973,
      "score_pct": 65.9
    },
    {
      "student_term_id": 226,
      "subject_id": 3,
      "ability_subject": 69.258,
      "ability_attended": 61.273,
      "ability_termed": 61.273,
      "score_noise": 0.995,
      "score_pct": 61
    },
    {
      "student_term_id": 214,
      "subject_id": 4,
      "ability_subject": 79.104,
      "ability_attended": 71.747,
      "ability_termed": 73.182,
      "score_noise": 1.005,
      "score_pct": 73.5
    },
    {
      "student_term_id": 55,
      "subject_id": 2,
      "ability_subject": 57.7,
      "ability_attended": 50.638,
      "ability_termed": 49.119,
      "score_noise": 0.989,
      "score_pct": 48.6
    },
    {
      "student_term_id": 236,
      "subject_id": 3,
      "ability_subject": 64.505,
      "ability_attended": 61.402,
      "ability_termed": 62.63,
      "score_noise": 1.004,
      "score_pct": 62.9
    },
    {
      "student_term_id": 68,
      "subject_id": 4,
      "ability_subject": 75.911,
      "ability_attended": 63.386,
      "ability_termed": 61.484,
      "score_noise": 0.979,
      "score_pct": 60.2
    },
    {
      "student_term_id": 38,
      "subject_id": 1,
      "ability_subject": 67.022,
      "ability_attended": 61.184,
      "ability_termed": 62.408,
      "score_noise": 0.992,
      "score_pct": 61.9
    },
    {
      "student_term_id": 32,
      "subject_id": 2,
      "ability_subject": 62.3,
      "ability_attended": 59.241,
      "ability_termed": 60.426,
      "score_noise": 1.03,
      "score_pct": 62.2
    },
    {
      "student_term_id": 95,
      "subject_id": 3,
      "ability_subject": 68.094,
      "ability_attended": 63.607,
      "ability_termed": 64.879,
      "score_noise": 0.962,
      "score_pct": 62.4
    },
    {
      "student_term_id": 109,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 67.452,
      "ability_termed": 67.452,
      "score_noise": 1.028,
      "score_pct": 69.3
    },
    {
      "student_term_id": 220,
      "subject_id": 3,
      "ability_subject": 72.75,
      "ability_attended": 62.55,
      "ability_termed": 63.801,
      "score_noise": 1.014,
      "score_pct": 64.7
    },
    {
      "student_term_id": 240,
      "subject_id": 1,
      "ability_subject": 67.586,
      "ability_attended": 60.949,
      "ability_termed": 62.168,
      "score_noise": 1.053,
      "score_pct": 65.5
    },
    {
      "student_term_id": 18,
      "subject_id": 2,
      "ability_subject": 69.9,
      "ability_attended": 60.841,
      "ability_termed": 59.016,
      "score_noise": 0.989,
      "score_pct": 58.4
    },
    {
      "student_term_id": 112,
      "subject_id": 1,
      "ability_subject": 62.322,
      "ability_attended": 56.314,
      "ability_termed": 54.625,
      "score_noise": 1.024,
      "score_pct": 55.9
    },
    {
      "student_term_id": 30,
      "subject_id": 2,
      "ability_subject": 77,
      "ability_attended": 72.634,
      "ability_termed": 74.087,
      "score_noise": 0.972,
      "score_pct": 72
    },
    {
      "student_term_id": 199,
      "subject_id": 3,
      "ability_subject": 65.475,
      "ability_attended": 60.381,
      "ability_termed": 58.57,
      "score_noise": 0.982,
      "score_pct": 57.5
    },
    {
      "student_term_id": 186,
      "subject_id": 3,
      "ability_subject": 57.812,
      "ability_attended": 52.626,
      "ability_termed": 51.047,
      "score_noise": 0.977,
      "score_pct": 49.9
    },
    {
      "student_term_id": 99,
      "subject_id": 4,
      "ability_subject": 74.057,
      "ability_attended": 65.037,
      "ability_termed": 63.086,
      "score_noise": 1.007,
      "score_pct": 63.5
    },
    {
      "student_term_id": 166,
      "subject_id": 3,
      "ability_subject": 57.812,
      "ability_attended": 52.696,
      "ability_termed": 53.75,
      "score_noise": 1.039,
      "score_pct": 55.8
    },
    {
      "student_term_id": 89,
      "subject_id": 2,
      "ability_subject": 75.9,
      "ability_attended": 70.921,
      "ability_termed": 68.793,
      "score_noise": 1,
      "score_pct": 68.8
    },
    {
      "student_term_id": 174,
      "subject_id": 3,
      "ability_subject": 80.025,
      "ability_attended": 73.391,
      "ability_termed": 74.859,
      "score_noise": 1.005,
      "score_pct": 75.2
    },
    {
      "student_term_id": 79,
      "subject_id": 2,
      "ability_subject": 72,
      "ability_attended": 65.326,
      "ability_termed": 65.326,
      "score_noise": 0.962,
      "score_pct": 62.8
    },
    {
      "student_term_id": 50,
      "subject_id": 4,
      "ability_subject": 75.087,
      "ability_attended": 64.973,
      "ability_termed": 64.973,
      "score_noise": 0.98,
      "score_pct": 63.7
    },
    {
      "student_term_id": 67,
      "subject_id": 2,
      "ability_subject": 76,
      "ability_attended": 64.425,
      "ability_termed": 65.714,
      "score_noise": 1.051,
      "score_pct": 69.1
    },
    {
      "student_term_id": 30,
      "subject_id": 1,
      "ability_subject": 72.38,
      "ability_attended": 68.276,
      "ability_termed": 69.642,
      "score_noise": 0.994,
      "score_pct": 69.2
    },
    {
      "student_term_id": 6,
      "subject_id": 3,
      "ability_subject": 71.586,
      "ability_attended": 66.432,
      "ability_termed": 66.432,
      "score_noise": 0.997,
      "score_pct": 66.2
    },
    {
      "student_term_id": 57,
      "subject_id": 1,
      "ability_subject": 55.178,
      "ability_attended": 49.616,
      "ability_termed": 49.616,
      "score_noise": 0.982,
      "score_pct": 48.7
    },
    {
      "student_term_id": 232,
      "subject_id": 2,
      "ability_subject": 79.4,
      "ability_attended": 73.175,
      "ability_termed": 70.98,
      "score_noise": 0.994,
      "score_pct": 70.6
    },
    {
      "student_term_id": 42,
      "subject_id": 2,
      "ability_subject": 76.4,
      "ability_attended": 70.701,
      "ability_termed": 72.115,
      "score_noise": 0.985,
      "score_pct": 71
    },
    {
      "student_term_id": 131,
      "subject_id": 4,
      "ability_subject": 69.525,
      "ability_attended": 65.68,
      "ability_termed": 65.68,
      "score_noise": 1.016,
      "score_pct": 66.7
    },
    {
      "student_term_id": 204,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 55.371,
      "ability_termed": 53.71,
      "score_noise": 0.968,
      "score_pct": 52
    },
    {
      "student_term_id": 12,
      "subject_id": 1,
      "ability_subject": 60.536,
      "ability_attended": 52.672,
      "ability_termed": 51.092,
      "score_noise": 0.998,
      "score_pct": 51
    },
    {
      "student_term_id": 51,
      "subject_id": 2,
      "ability_subject": 76.1,
      "ability_attended": 67.653,
      "ability_termed": 65.623,
      "score_noise": 0.969,
      "score_pct": 63.6
    },
    {
      "student_term_id": 179,
      "subject_id": 1,
      "ability_subject": 69.372,
      "ability_attended": 62.532,
      "ability_termed": 60.656,
      "score_noise": 0.971,
      "score_pct": 58.9
    },
    {
      "student_term_id": 19,
      "subject_id": 3,
      "ability_subject": 73.526,
      "ability_attended": 64.651,
      "ability_termed": 65.944,
      "score_noise": 0.986,
      "score_pct": 65
    },
    {
      "student_term_id": 169,
      "subject_id": 3,
      "ability_subject": 74.496,
      "ability_attended": 67.933,
      "ability_termed": 65.895,
      "score_noise": 0.982,
      "score_pct": 64.7
    },
    {
      "student_term_id": 10,
      "subject_id": 1,
      "ability_subject": 60.066,
      "ability_attended": 55.627,
      "ability_termed": 53.958,
      "score_noise": 1.003,
      "score_pct": 54.1
    },
    {
      "student_term_id": 192,
      "subject_id": 3,
      "ability_subject": 71.586,
      "ability_attended": 65.451,
      "ability_termed": 65.451,
      "score_noise": 1.026,
      "score_pct": 67.2
    },
    {
      "student_term_id": 228,
      "subject_id": 4,
      "ability_subject": 68.495,
      "ability_attended": 62.755,
      "ability_termed": 62.755,
      "score_noise": 1.005,
      "score_pct": 63.1
    },
    {
      "student_term_id": 202,
      "subject_id": 1,
      "ability_subject": 67.962,
      "ability_attended": 59.868,
      "ability_termed": 61.065,
      "score_noise": 0.998,
      "score_pct": 60.9
    },
    {
      "student_term_id": 101,
      "subject_id": 4,
      "ability_subject": 84.975,
      "ability_attended": 78.517,
      "ability_termed": 78.517,
      "score_noise": 0.97,
      "score_pct": 76.2
    },
    {
      "student_term_id": 99,
      "subject_id": 2,
      "ability_subject": 71.9,
      "ability_attended": 63.143,
      "ability_termed": 61.249,
      "score_noise": 0.998,
      "score_pct": 61.1
    },
    {
      "student_term_id": 183,
      "subject_id": 1,
      "ability_subject": 61.1,
      "ability_attended": 57.721,
      "ability_termed": 55.989,
      "score_noise": 1.025,
      "score_pct": 57.4
    },
    {
      "student_term_id": 98,
      "subject_id": 2,
      "ability_subject": 65.9,
      "ability_attended": 62.203,
      "ability_termed": 62.203,
      "score_noise": 1.009,
      "score_pct": 62.8
    },
    {
      "student_term_id": 10,
      "subject_id": 3,
      "ability_subject": 61.983,
      "ability_attended": 57.402,
      "ability_termed": 55.68,
      "score_noise": 1.01,
      "score_pct": 56.2
    },
    {
      "student_term_id": 139,
      "subject_id": 1,
      "ability_subject": 65.988,
      "ability_attended": 61.864,
      "ability_termed": 60.008,
      "score_noise": 1.016,
      "score_pct": 61
    },
    {
      "student_term_id": 120,
      "subject_id": 4,
      "ability_subject": 66.332,
      "ability_attended": 59.433,
      "ability_termed": 60.622,
      "score_noise": 0.971,
      "score_pct": 58.9
    },
    {
      "student_term_id": 157,
      "subject_id": 1,
      "ability_subject": 68.62,
      "ability_attended": 60.9,
      "ability_termed": 62.118,
      "score_noise": 0.992,
      "score_pct": 61.6
    },
    {
      "student_term_id": 45,
      "subject_id": 3,
      "ability_subject": 70.81,
      "ability_attended": 64.996,
      "ability_termed": 64.996,
      "score_noise": 0.969,
      "score_pct": 63
    },
    {
      "student_term_id": 229,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 58.194,
      "ability_termed": 59.358,
      "score_noise": 0.97,
      "score_pct": 57.6
    },
    {
      "student_term_id": 211,
      "subject_id": 1,
      "ability_subject": 61.946,
      "ability_attended": 57.796,
      "ability_termed": 58.952,
      "score_noise": 0.998,
      "score_pct": 58.8
    },
    {
      "student_term_id": 113,
      "subject_id": 1,
      "ability_subject": 68.244,
      "ability_attended": 60.082,
      "ability_termed": 58.28,
      "score_noise": 0.995,
      "score_pct": 58
    },
    {
      "student_term_id": 180,
      "subject_id": 1,
      "ability_subject": 58.374,
      "ability_attended": 48.882,
      "ability_termed": 47.416,
      "score_noise": 0.975,
      "score_pct": 46.2
    },
    {
      "student_term_id": 88,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 56.737,
      "ability_termed": 57.872,
      "score_noise": 1.008,
      "score_pct": 58.3
    },
    {
      "student_term_id": 149,
      "subject_id": 3,
      "ability_subject": 73.623,
      "ability_attended": 66.658,
      "ability_termed": 67.991,
      "score_noise": 0.961,
      "score_pct": 65.3
    },
    {
      "student_term_id": 212,
      "subject_id": 1,
      "ability_subject": 72.662,
      "ability_attended": 68.288,
      "ability_termed": 69.654,
      "score_noise": 0.991,
      "score_pct": 69
    },
    {
      "student_term_id": 52,
      "subject_id": 3,
      "ability_subject": 64.505,
      "ability_attended": 61.751,
      "ability_termed": 61.751,
      "score_noise": 0.997,
      "score_pct": 61.6
    },
    {
      "student_term_id": 5,
      "subject_id": 1,
      "ability_subject": 65.33,
      "ability_attended": 60.626,
      "ability_termed": 58.807,
      "score_noise": 1.017,
      "score_pct": 59.8
    },
    {
      "student_term_id": 102,
      "subject_id": 2,
      "ability_subject": 67.9,
      "ability_attended": 64.6,
      "ability_termed": 62.662,
      "score_noise": 0.982,
      "score_pct": 61.5
    },
    {
      "student_term_id": 119,
      "subject_id": 2,
      "ability_subject": 73.5,
      "ability_attended": 62.291,
      "ability_termed": 63.537,
      "score_noise": 1.014,
      "score_pct": 64.4
    },
    {
      "student_term_id": 174,
      "subject_id": 2,
      "ability_subject": 82.5,
      "ability_attended": 75.661,
      "ability_termed": 77.174,
      "score_noise": 1.021,
      "score_pct": 78.8
    },
    {
      "student_term_id": 187,
      "subject_id": 2,
      "ability_subject": 67.2,
      "ability_attended": 60.48,
      "ability_termed": 58.666,
      "score_noise": 1.006,
      "score_pct": 59
    },
    {
      "student_term_id": 150,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 57.178,
      "ability_termed": 57.178,
      "score_noise": 0.986,
      "score_pct": 56.4
    },
    {
      "student_term_id": 223,
      "subject_id": 1,
      "ability_subject": 68.526,
      "ability_attended": 59.042,
      "ability_termed": 60.223,
      "score_noise": 1.029,
      "score_pct": 62
    },
    {
      "student_term_id": 13,
      "subject_id": 4,
      "ability_subject": 64.066,
      "ability_attended": 63.06,
      "ability_termed": 63.06,
      "score_noise": 0.992,
      "score_pct": 62.6
    },
    {
      "student_term_id": 116,
      "subject_id": 1,
      "ability_subject": 70.782,
      "ability_attended": 67.632,
      "ability_termed": 67.632,
      "score_noise": 0.98,
      "score_pct": 66.3
    },
    {
      "student_term_id": 99,
      "subject_id": 3,
      "ability_subject": 69.743,
      "ability_attended": 61.248,
      "ability_termed": 59.411,
      "score_noise": 0.978,
      "score_pct": 58.1
    },
    {
      "student_term_id": 11,
      "subject_id": 3,
      "ability_subject": 69.743,
      "ability_attended": 63.124,
      "ability_termed": 63.124,
      "score_noise": 1.035,
      "score_pct": 65.3
    },
    {
      "student_term_id": 136,
      "subject_id": 2,
      "ability_subject": 69.1,
      "ability_attended": 64.906,
      "ability_termed": 62.959,
      "score_noise": 0.989,
      "score_pct": 62.3
    },
    {
      "student_term_id": 167,
      "subject_id": 4,
      "ability_subject": 69.216,
      "ability_attended": 63.132,
      "ability_termed": 63.132,
      "score_noise": 1.028,
      "score_pct": 64.9
    },
    {
      "student_term_id": 85,
      "subject_id": 4,
      "ability_subject": 79.516,
      "ability_attended": 72.9,
      "ability_termed": 70.713,
      "score_noise": 0.974,
      "score_pct": 68.9
    },
    {
      "student_term_id": 55,
      "subject_id": 4,
      "ability_subject": 59.431,
      "ability_attended": 52.157,
      "ability_termed": 50.592,
      "score_noise": 1.025,
      "score_pct": 51.9
    },
    {
      "student_term_id": 32,
      "subject_id": 4,
      "ability_subject": 64.169,
      "ability_attended": 61.018,
      "ability_termed": 62.238,
      "score_noise": 1.008,
      "score_pct": 62.7
    },
    {
      "student_term_id": 1,
      "subject_id": 4,
      "ability_subject": 69.525,
      "ability_attended": 66.084,
      "ability_termed": 67.406,
      "score_noise": 1.044,
      "score_pct": 70.4
    },
    {
      "student_term_id": 190,
      "subject_id": 3,
      "ability_subject": 65.766,
      "ability_attended": 59.262,
      "ability_termed": 57.484,
      "score_noise": 1,
      "score_pct": 57.5
    },
    {
      "student_term_id": 172,
      "subject_id": 2,
      "ability_subject": 66.5,
      "ability_attended": 59.83,
      "ability_termed": 58.035,
      "score_noise": 1.041,
      "score_pct": 60.4
    },
    {
      "student_term_id": 193,
      "subject_id": 1,
      "ability_subject": 61.852,
      "ability_attended": 53.582,
      "ability_termed": 53.582,
      "score_noise": 0.988,
      "score_pct": 52.9
    },
    {
      "student_term_id": 88,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 54.982,
      "ability_termed": 56.082,
      "score_noise": 1.011,
      "score_pct": 56.7
    },
    {
      "student_term_id": 142,
      "subject_id": 2,
      "ability_subject": 60.2,
      "ability_attended": 58.328,
      "ability_termed": 58.328,
      "score_noise": 0.993,
      "score_pct": 57.9
    },
    {
      "student_term_id": 47,
      "subject_id": 3,
      "ability_subject": 70.81,
      "ability_attended": 62.504,
      "ability_termed": 60.629,
      "score_noise": 1.028,
      "score_pct": 62.3
    },
    {
      "student_term_id": 187,
      "subject_id": 4,
      "ability_subject": 69.216,
      "ability_attended": 62.294,
      "ability_termed": 60.425,
      "score_noise": 0.978,
      "score_pct": 59.1
    },
    {
      "student_term_id": 92,
      "subject_id": 3,
      "ability_subject": 71.586,
      "ability_attended": 63.926,
      "ability_termed": 65.205,
      "score_noise": 1.009,
      "score_pct": 65.8
    },
    {
      "student_term_id": 232,
      "subject_id": 3,
      "ability_subject": 77.018,
      "ability_attended": 70.98,
      "ability_termed": 68.851,
      "score_noise": 1.025,
      "score_pct": 70.6
    },
    {
      "student_term_id": 27,
      "subject_id": 2,
      "ability_subject": 72.3,
      "ability_attended": 65.15,
      "ability_termed": 65.15,
      "score_noise": 0.953,
      "score_pct": 62.1
    },
    {
      "student_term_id": 133,
      "subject_id": 2,
      "ability_subject": 66.3,
      "ability_attended": 58.642,
      "ability_termed": 58.642,
      "score_noise": 0.989,
      "score_pct": 58
    },
    {
      "student_term_id": 197,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 58.274,
      "ability_termed": 59.439,
      "score_noise": 1.01,
      "score_pct": 60
    },
    {
      "student_term_id": 90,
      "subject_id": 3,
      "ability_subject": 73.041,
      "ability_attended": 69.608,
      "ability_termed": 71,
      "score_noise": 0.984,
      "score_pct": 69.9
    },
    {
      "student_term_id": 149,
      "subject_id": 1,
      "ability_subject": 71.346,
      "ability_attended": 64.597,
      "ability_termed": 65.889,
      "score_noise": 1.055,
      "score_pct": 69.5
    },
    {
      "student_term_id": 22,
      "subject_id": 3,
      "ability_subject": 73.623,
      "ability_attended": 67.711,
      "ability_termed": 67.711,
      "score_noise": 1.018,
      "score_pct": 68.9
    },
    {
      "student_term_id": 219,
      "subject_id": 1,
      "ability_subject": 65.518,
      "ability_attended": 61.725,
      "ability_termed": 59.873,
      "score_noise": 0.981,
      "score_pct": 58.7
    },
    {
      "student_term_id": 163,
      "subject_id": 4,
      "ability_subject": 66.847,
      "ability_attended": 57.809,
      "ability_termed": 56.075,
      "score_noise": 0.98,
      "score_pct": 55
    },
    {
      "student_term_id": 74,
      "subject_id": 1,
      "ability_subject": 63.262,
      "ability_attended": 59.118,
      "ability_termed": 57.344,
      "score_noise": 0.982,
      "score_pct": 56.3
    },
    {
      "student_term_id": 106,
      "subject_id": 2,
      "ability_subject": 76.4,
      "ability_attended": 69.684,
      "ability_termed": 67.593,
      "score_noise": 0.981,
      "score_pct": 66.3
    },
    {
      "student_term_id": 83,
      "subject_id": 2,
      "ability_subject": 75.8,
      "ability_attended": 63.437,
      "ability_termed": 63.437,
      "score_noise": 0.957,
      "score_pct": 60.7
    },
    {
      "student_term_id": 80,
      "subject_id": 3,
      "ability_subject": 70.422,
      "ability_attended": 63.612,
      "ability_termed": 64.884,
      "score_noise": 1.015,
      "score_pct": 65.9
    },
    {
      "student_term_id": 176,
      "subject_id": 1,
      "ability_subject": 55.178,
      "ability_attended": 48.529,
      "ability_termed": 47.073,
      "score_noise": 1.005,
      "score_pct": 47.3
    },
    {
      "student_term_id": 9,
      "subject_id": 2,
      "ability_subject": 68.5,
      "ability_attended": 57.746,
      "ability_termed": 58.901,
      "score_noise": 0.968,
      "score_pct": 57
    },
    {
      "student_term_id": 125,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 57.861,
      "ability_termed": 59.018,
      "score_noise": 1.024,
      "score_pct": 60.4
    },
    {
      "student_term_id": 77,
      "subject_id": 1,
      "ability_subject": 72.38,
      "ability_attended": 69.42,
      "ability_termed": 69.42,
      "score_noise": 0.964,
      "score_pct": 66.9
    },
    {
      "student_term_id": 179,
      "subject_id": 4,
      "ability_subject": 76.014,
      "ability_attended": 68.519,
      "ability_termed": 66.463,
      "score_noise": 1.004,
      "score_pct": 66.7
    },
    {
      "student_term_id": 236,
      "subject_id": 4,
      "ability_subject": 68.495,
      "ability_attended": 65.2,
      "ability_termed": 66.504,
      "score_noise": 0.989,
      "score_pct": 65.8
    },
    {
      "student_term_id": 76,
      "subject_id": 4,
      "ability_subject": 67.671,
      "ability_attended": 59.923,
      "ability_termed": 59.923,
      "score_noise": 1.004,
      "score_pct": 60.2
    },
    {
      "student_term_id": 22,
      "subject_id": 1,
      "ability_subject": 71.346,
      "ability_attended": 65.617,
      "ability_termed": 65.617,
      "score_noise": 0.996,
      "score_pct": 65.4
    },
    {
      "student_term_id": 44,
      "subject_id": 2,
      "ability_subject": 72.5,
      "ability_attended": 65.729,
      "ability_termed": 63.757,
      "score_noise": 1.007,
      "score_pct": 64.2
    },
    {
      "student_term_id": 122,
      "subject_id": 1,
      "ability_subject": 62.698,
      "ability_attended": 56.798,
      "ability_termed": 55.094,
      "score_noise": 0.962,
      "score_pct": 53
    },
    {
      "student_term_id": 126,
      "subject_id": 1,
      "ability_subject": 64.296,
      "ability_attended": 56.716,
      "ability_termed": 55.015,
      "score_noise": 1.01,
      "score_pct": 55.6
    },
    {
      "student_term_id": 170,
      "subject_id": 3,
      "ability_subject": 67.609,
      "ability_attended": 63.498,
      "ability_termed": 63.498,
      "score_noise": 0.996,
      "score_pct": 63.2
    },
    {
      "student_term_id": 9,
      "subject_id": 4,
      "ability_subject": 70.555,
      "ability_attended": 59.478,
      "ability_termed": 60.668,
      "score_noise": 0.996,
      "score_pct": 60.4
    },
    {
      "student_term_id": 16,
      "subject_id": 4,
      "ability_subject": 71.173,
      "ability_attended": 66.525,
      "ability_termed": 64.529,
      "score_noise": 1.008,
      "score_pct": 65
    },
    {
      "student_term_id": 192,
      "subject_id": 2,
      "ability_subject": 73.8,
      "ability_attended": 67.475,
      "ability_termed": 67.475,
      "score_noise": 0.959,
      "score_pct": 64.7
    },
    {
      "student_term_id": 163,
      "subject_id": 1,
      "ability_subject": 61.006,
      "ability_attended": 52.758,
      "ability_termed": 51.175,
      "score_noise": 0.984,
      "score_pct": 50.4
    },
    {
      "student_term_id": 222,
      "subject_id": 2,
      "ability_subject": 79.4,
      "ability_attended": 74.842,
      "ability_termed": 76.339,
      "score_noise": 1.013,
      "score_pct": 77.3
    },
    {
      "student_term_id": 137,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 66.376,
      "ability_termed": 64.385,
      "score_noise": 0.987,
      "score_pct": 63.5
    },
    {
      "student_term_id": 165,
      "subject_id": 4,
      "ability_subject": 67.671,
      "ability_attended": 58.502,
      "ability_termed": 56.747,
      "score_noise": 1.01,
      "score_pct": 57.3
    },
    {
      "student_term_id": 147,
      "subject_id": 1,
      "ability_subject": 71.816,
      "ability_attended": 68.053,
      "ability_termed": 68.053,
      "score_noise": 1.002,
      "score_pct": 68.2
    },
    {
      "student_term_id": 140,
      "subject_id": 4,
      "ability_subject": 65.817,
      "ability_attended": 62.473,
      "ability_termed": 63.722,
      "score_noise": 1.001,
      "score_pct": 63.8
    },
    {
      "student_term_id": 98,
      "subject_id": 1,
      "ability_subject": 61.946,
      "ability_attended": 58.471,
      "ability_termed": 58.471,
      "score_noise": 1.009,
      "score_pct": 59
    },
    {
      "student_term_id": 81,
      "subject_id": 2,
      "ability_subject": 65.9,
      "ability_attended": 61.636,
      "ability_termed": 59.787,
      "score_noise": 0.993,
      "score_pct": 59.4
    },
    {
      "student_term_id": 141,
      "subject_id": 1,
      "ability_subject": 67.304,
      "ability_attended": 62.498,
      "ability_termed": 60.623,
      "score_noise": 1.037,
      "score_pct": 62.9
    },
    {
      "student_term_id": 29,
      "subject_id": 3,
      "ability_subject": 70.422,
      "ability_attended": 63.577,
      "ability_termed": 63.577,
      "score_noise": 0.998,
      "score_pct": 63.4
    },
    {
      "student_term_id": 115,
      "subject_id": 3,
      "ability_subject": 80.219,
      "ability_attended": 75.943,
      "ability_termed": 75.943,
      "score_noise": 1.005,
      "score_pct": 76.3
    },
    {
      "student_term_id": 5,
      "subject_id": 3,
      "ability_subject": 67.415,
      "ability_attended": 62.561,
      "ability_termed": 60.684,
      "score_noise": 1.019,
      "score_pct": 61.8
    },
    {
      "student_term_id": 31,
      "subject_id": 4,
      "ability_subject": 69.937,
      "ability_attended": 66.895,
      "ability_termed": 66.895,
      "score_noise": 1.003,
      "score_pct": 67.1
    },
    {
      "student_term_id": 48,
      "subject_id": 4,
      "ability_subject": 66.847,
      "ability_attended": 57.99,
      "ability_termed": 57.99,
      "score_noise": 1.004,
      "score_pct": 58.2
    },
    {
      "student_term_id": 117,
      "subject_id": 4,
      "ability_subject": 73.748,
      "ability_attended": 68.696,
      "ability_termed": 68.696,
      "score_noise": 1.009,
      "score_pct": 69.3
    },
    {
      "student_term_id": 34,
      "subject_id": 3,
      "ability_subject": 73.623,
      "ability_attended": 69.375,
      "ability_termed": 70.763,
      "score_noise": 0.978,
      "score_pct": 69.2
    },
    {
      "student_term_id": 168,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 61.789,
      "ability_termed": 63.025,
      "score_noise": 1.013,
      "score_pct": 63.8
    },
    {
      "student_term_id": 130,
      "subject_id": 4,
      "ability_subject": 74.16,
      "ability_attended": 64.312,
      "ability_termed": 65.598,
      "score_noise": 1.006,
      "score_pct": 66
    },
    {
      "student_term_id": 93,
      "subject_id": 1,
      "ability_subject": 70.03,
      "ability_attended": 68.524,
      "ability_termed": 68.524,
      "score_noise": 0.998,
      "score_pct": 68.4
    },
    {
      "student_term_id": 14,
      "subject_id": 4,
      "ability_subject": 73.542,
      "ability_attended": 60.981,
      "ability_termed": 59.152,
      "score_noise": 1.004,
      "score_pct": 59.4
    },
    {
      "student_term_id": 64,
      "subject_id": 2,
      "ability_subject": 72,
      "ability_attended": 63.274,
      "ability_termed": 61.376,
      "score_noise": 0.975,
      "score_pct": 59.8
    },
    {
      "student_term_id": 146,
      "subject_id": 1,
      "ability_subject": 74.636,
      "ability_attended": 72.531,
      "ability_termed": 72.531,
      "score_noise": 0.995,
      "score_pct": 72.2
    },
    {
      "student_term_id": 36,
      "subject_id": 1,
      "ability_subject": 65.518,
      "ability_attended": 60.08,
      "ability_termed": 61.282,
      "score_noise": 0.975,
      "score_pct": 59.7
    },
    {
      "student_term_id": 136,
      "subject_id": 4,
      "ability_subject": 71.173,
      "ability_attended": 66.853,
      "ability_termed": 64.847,
      "score_noise": 0.996,
      "score_pct": 64.6
    },
    {
      "student_term_id": 31,
      "subject_id": 2,
      "ability_subject": 67.9,
      "ability_attended": 64.946,
      "ability_termed": 64.946,
      "score_noise": 0.98,
      "score_pct": 63.6
    },
    {
      "student_term_id": 221,
      "subject_id": 4,
      "ability_subject": 66.744,
      "ability_attended": 63.454,
      "ability_termed": 63.454,
      "score_noise": 0.967,
      "score_pct": 61.4
    },
    {
      "student_term_id": 35,
      "subject_id": 2,
      "ability_subject": 59.6,
      "ability_attended": 56.358,
      "ability_termed": 56.358,
      "score_noise": 1.019,
      "score_pct": 57.4
    },
    {
      "student_term_id": 68,
      "subject_id": 1,
      "ability_subject": 69.278,
      "ability_attended": 57.847,
      "ability_termed": 56.112,
      "score_noise": 0.991,
      "score_pct": 55.6
    },
    {
      "student_term_id": 91,
      "subject_id": 1,
      "ability_subject": 70.688,
      "ability_attended": 63.761,
      "ability_termed": 61.848,
      "score_noise": 1.033,
      "score_pct": 63.9
    },
    {
      "student_term_id": 146,
      "subject_id": 3,
      "ability_subject": 77.018,
      "ability_attended": 74.846,
      "ability_termed": 74.846,
      "score_noise": 1.012,
      "score_pct": 75.7
    },
    {
      "student_term_id": 199,
      "subject_id": 4,
      "ability_subject": 69.525,
      "ability_attended": 64.116,
      "ability_termed": 62.193,
      "score_noise": 0.986,
      "score_pct": 61.3
    },
    {
      "student_term_id": 84,
      "subject_id": 2,
      "ability_subject": 67.9,
      "ability_attended": 65.218,
      "ability_termed": 66.522,
      "score_noise": 0.99,
      "score_pct": 65.9
    },
    {
      "student_term_id": 151,
      "subject_id": 3,
      "ability_subject": 73.623,
      "ability_attended": 64.987,
      "ability_termed": 63.037,
      "score_noise": 1.003,
      "score_pct": 63.2
    },
    {
      "student_term_id": 189,
      "subject_id": 4,
      "ability_subject": 69.834,
      "ability_attended": 65.853,
      "ability_termed": 67.17,
      "score_noise": 1.011,
      "score_pct": 67.9
    },
    {
      "student_term_id": 216,
      "subject_id": 2,
      "ability_subject": 72.9,
      "ability_attended": 61.389,
      "ability_termed": 59.547,
      "score_noise": 1.007,
      "score_pct": 60
    },
    {
      "student_term_id": 198,
      "subject_id": 3,
      "ability_subject": 67.803,
      "ability_attended": 62.175,
      "ability_termed": 62.175,
      "score_noise": 1.01,
      "score_pct": 62.8
    },
    {
      "student_term_id": 85,
      "subject_id": 3,
      "ability_subject": 74.884,
      "ability_attended": 68.654,
      "ability_termed": 66.594,
      "score_noise": 0.996,
      "score_pct": 66.3
    },
    {
      "student_term_id": 114,
      "subject_id": 1,
      "ability_subject": 73.884,
      "ability_attended": 70.596,
      "ability_termed": 70.596,
      "score_noise": 0.993,
      "score_pct": 70.1
    },
    {
      "student_term_id": 222,
      "subject_id": 1,
      "ability_subject": 74.636,
      "ability_attended": 70.352,
      "ability_termed": 71.759,
      "score_noise": 1.041,
      "score_pct": 74.7
    },
    {
      "student_term_id": 172,
      "subject_id": 3,
      "ability_subject": 64.505,
      "ability_attended": 58.035,
      "ability_termed": 56.294,
      "score_noise": 1.011,
      "score_pct": 56.9
    },
    {
      "student_term_id": 113,
      "subject_id": 4,
      "ability_subject": 74.778,
      "ability_attended": 65.835,
      "ability_termed": 63.86,
      "score_noise": 0.975,
      "score_pct": 62.3
    },
    {
      "student_term_id": 205,
      "subject_id": 2,
      "ability_subject": 69.1,
      "ability_attended": 65.458,
      "ability_termed": 66.767,
      "score_noise": 0.994,
      "score_pct": 66.4
    },
    {
      "student_term_id": 129,
      "subject_id": 2,
      "ability_subject": 74.5,
      "ability_attended": 69.844,
      "ability_termed": 67.749,
      "score_noise": 1,
      "score_pct": 67.7
    },
    {
      "student_term_id": 154,
      "subject_id": 3,
      "ability_subject": 67.027,
      "ability_attended": 63.052,
      "ability_termed": 64.313,
      "score_noise": 1.01,
      "score_pct": 65
    },
    {
      "student_term_id": 93,
      "subject_id": 2,
      "ability_subject": 74.5,
      "ability_attended": 72.898,
      "ability_termed": 72.898,
      "score_noise": 0.989,
      "score_pct": 72.1
    },
    {
      "student_term_id": 226,
      "subject_id": 4,
      "ability_subject": 73.542,
      "ability_attended": 65.063,
      "ability_termed": 65.063,
      "score_noise": 1.036,
      "score_pct": 67.4
    },
    {
      "student_term_id": 125,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 59.597,
      "ability_termed": 60.789,
      "score_noise": 0.981,
      "score_pct": 59.6
    },
    {
      "student_term_id": 94,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 62.095,
      "ability_termed": 62.095,
      "score_noise": 1,
      "score_pct": 62.1
    },
    {
      "student_term_id": 199,
      "subject_id": 2,
      "ability_subject": 67.5,
      "ability_attended": 62.249,
      "ability_termed": 60.382,
      "score_noise": 1.013,
      "score_pct": 61.2
    },
    {
      "student_term_id": 102,
      "subject_id": 1,
      "ability_subject": 63.826,
      "ability_attended": 60.724,
      "ability_termed": 58.902,
      "score_noise": 1.001,
      "score_pct": 59
    },
    {
      "student_term_id": 117,
      "subject_id": 1,
      "ability_subject": 67.304,
      "ability_attended": 62.694,
      "ability_termed": 62.694,
      "score_noise": 0.979,
      "score_pct": 61.4
    },
    {
      "student_term_id": 215,
      "subject_id": 1,
      "ability_subject": 72.568,
      "ability_attended": 68.497,
      "ability_termed": 68.497,
      "score_noise": 1.023,
      "score_pct": 70.1
    },
    {
      "student_term_id": 145,
      "subject_id": 1,
      "ability_subject": 71.534,
      "ability_attended": 64.402,
      "ability_termed": 65.69,
      "score_noise": 0.994,
      "score_pct": 65.3
    },
    {
      "student_term_id": 19,
      "subject_id": 2,
      "ability_subject": 75.8,
      "ability_attended": 66.651,
      "ability_termed": 67.984,
      "score_noise": 1.019,
      "score_pct": 69.3
    },
    {
      "student_term_id": 49,
      "subject_id": 4,
      "ability_subject": 77.147,
      "ability_attended": 74.455,
      "ability_termed": 74.455,
      "score_noise": 1.018,
      "score_pct": 75.8
    },
    {
      "student_term_id": 13,
      "subject_id": 3,
      "ability_subject": 60.334,
      "ability_attended": 59.387,
      "ability_termed": 59.387,
      "score_noise": 0.992,
      "score_pct": 58.9
    },
    {
      "student_term_id": 59,
      "subject_id": 2,
      "ability_subject": 76.8,
      "ability_attended": 71.247,
      "ability_termed": 71.247,
      "score_noise": 1.009,
      "score_pct": 71.9
    },
    {
      "student_term_id": 203,
      "subject_id": 3,
      "ability_subject": 73.332,
      "ability_attended": 66.013,
      "ability_termed": 64.033,
      "score_noise": 1.015,
      "score_pct": 65
    },
    {
      "student_term_id": 182,
      "subject_id": 3,
      "ability_subject": 69.452,
      "ability_attended": 64.083,
      "ability_termed": 65.365,
      "score_noise": 0.978,
      "score_pct": 63.9
    },
    {
      "student_term_id": 207,
      "subject_id": 2,
      "ability_subject": 76,
      "ability_attended": 63.749,
      "ability_termed": 61.837,
      "score_noise": 1.023,
      "score_pct": 63.3
    },
    {
      "student_term_id": 43,
      "subject_id": 3,
      "ability_subject": 74.69,
      "ability_attended": 68.685,
      "ability_termed": 66.624,
      "score_noise": 0.973,
      "score_pct": 64.8
    },
    {
      "student_term_id": 215,
      "subject_id": 2,
      "ability_subject": 77.2,
      "ability_attended": 72.869,
      "ability_termed": 72.869,
      "score_noise": 1.021,
      "score_pct": 74.4
    },
    {
      "student_term_id": 180,
      "subject_id": 3,
      "ability_subject": 60.237,
      "ability_attended": 50.442,
      "ability_termed": 48.929,
      "score_noise": 0.999,
      "score_pct": 48.9
    },
    {
      "student_term_id": 7,
      "subject_id": 4,
      "ability_subject": 63.963,
      "ability_attended": 53.78,
      "ability_termed": 53.78,
      "score_noise": 1.029,
      "score_pct": 55.3
    },
    {
      "student_term_id": 12,
      "subject_id": 3,
      "ability_subject": 62.468,
      "ability_attended": 54.353,
      "ability_termed": 52.722,
      "score_noise": 1.007,
      "score_pct": 53.1
    },
    {
      "student_term_id": 97,
      "subject_id": 1,
      "ability_subject": 77.55,
      "ability_attended": 70.664,
      "ability_termed": 68.544,
      "score_noise": 1.018,
      "score_pct": 69.8
    },
    {
      "student_term_id": 75,
      "subject_id": 2,
      "ability_subject": 65,
      "ability_attended": 61.568,
      "ability_termed": 62.799,
      "score_noise": 1.015,
      "score_pct": 63.7
    },
    {
      "student_term_id": 214,
      "subject_id": 2,
      "ability_subject": 76.8,
      "ability_attended": 69.658,
      "ability_termed": 71.051,
      "score_noise": 0.991,
      "score_pct": 70.4
    },
    {
      "student_term_id": 12,
      "subject_id": 2,
      "ability_subject": 64.4,
      "ability_attended": 56.034,
      "ability_termed": 54.353,
      "score_noise": 1.011,
      "score_pct": 55
    },
    {
      "student_term_id": 202,
      "subject_id": 2,
      "ability_subject": 72.3,
      "ability_attended": 63.689,
      "ability_termed": 64.963,
      "score_noise": 0.973,
      "score_pct": 63.2
    },
    {
      "student_term_id": 96,
      "subject_id": 1,
      "ability_subject": 63.262,
      "ability_attended": 60.2,
      "ability_termed": 60.2,
      "score_noise": 1.017,
      "score_pct": 61.2
    },
    {
      "student_term_id": 107,
      "subject_id": 3,
      "ability_subject": 69.161,
      "ability_attended": 62.037,
      "ability_termed": 60.176,
      "score_noise": 0.975,
      "score_pct": 58.7
    },
    {
      "student_term_id": 203,
      "subject_id": 2,
      "ability_subject": 75.6,
      "ability_attended": 68.055,
      "ability_termed": 66.013,
      "score_noise": 1.021,
      "score_pct": 67.4
    },
    {
      "student_term_id": 92,
      "subject_id": 4,
      "ability_subject": 76.014,
      "ability_attended": 67.881,
      "ability_termed": 69.239,
      "score_noise": 1.004,
      "score_pct": 69.5
    },
    {
      "student_term_id": 164,
      "subject_id": 1,
      "ability_subject": 70.406,
      "ability_attended": 63.365,
      "ability_termed": 63.365,
      "score_noise": 1.011,
      "score_pct": 64.1
    },
    {
      "student_term_id": 50,
      "subject_id": 1,
      "ability_subject": 68.526,
      "ability_attended": 59.296,
      "ability_termed": 59.296,
      "score_noise": 1.001,
      "score_pct": 59.4
    },
    {
      "student_term_id": 82,
      "subject_id": 3,
      "ability_subject": 63.826,
      "ability_attended": 54.029,
      "ability_termed": 52.408,
      "score_noise": 1.005,
      "score_pct": 52.7
    },
    {
      "student_term_id": 178,
      "subject_id": 4,
      "ability_subject": 77.456,
      "ability_attended": 72.514,
      "ability_termed": 72.514,
      "score_noise": 1.01,
      "score_pct": 73.2
    },
    {
      "student_term_id": 155,
      "subject_id": 3,
      "ability_subject": 71.295,
      "ability_attended": 59.432,
      "ability_termed": 57.649,
      "score_noise": 0.996,
      "score_pct": 57.4
    },
    {
      "student_term_id": 89,
      "subject_id": 3,
      "ability_subject": 73.623,
      "ability_attended": 68.793,
      "ability_termed": 66.729,
      "score_noise": 1.023,
      "score_pct": 68.3
    },
    {
      "student_term_id": 52,
      "subject_id": 1,
      "ability_subject": 62.51,
      "ability_attended": 59.841,
      "ability_termed": 59.841,
      "score_noise": 0.987,
      "score_pct": 59.1
    },
    {
      "student_term_id": 20,
      "subject_id": 3,
      "ability_subject": 58.394,
      "ability_attended": 55.591,
      "ability_termed": 56.703,
      "score_noise": 1.012,
      "score_pct": 57.4
    },
    {
      "student_term_id": 108,
      "subject_id": 4,
      "ability_subject": 66.95,
      "ability_attended": 64.279,
      "ability_termed": 64.279,
      "score_noise": 0.997,
      "score_pct": 64.1
    },
    {
      "student_term_id": 237,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 59.618,
      "ability_termed": 60.81,
      "score_noise": 1.017,
      "score_pct": 61.8
    },
    {
      "student_term_id": 53,
      "subject_id": 2,
      "ability_subject": 76,
      "ability_attended": 64.6,
      "ability_termed": 64.6,
      "score_noise": 0.975,
      "score_pct": 63
    },
    {
      "student_term_id": 75,
      "subject_id": 3,
      "ability_subject": 63.05,
      "ability_attended": 59.721,
      "ability_termed": 60.915,
      "score_noise": 0.971,
      "score_pct": 59.1
    },
    {
      "student_term_id": 234,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 53.486,
      "ability_termed": 51.881,
      "score_noise": 1.016,
      "score_pct": 52.7
    },
    {
      "student_term_id": 86,
      "subject_id": 4,
      "ability_subject": 79.619,
      "ability_attended": 76.53,
      "ability_termed": 76.53,
      "score_noise": 1.046,
      "score_pct": 80.1
    },
    {
      "student_term_id": 57,
      "subject_id": 2,
      "ability_subject": 58.7,
      "ability_attended": 52.783,
      "ability_termed": 52.783,
      "score_noise": 0.999,
      "score_pct": 52.7
    },
    {
      "student_term_id": 21,
      "subject_id": 2,
      "ability_subject": 65.8,
      "ability_attended": 55.844,
      "ability_termed": 56.961,
      "score_noise": 1.006,
      "score_pct": 57.3
    },
    {
      "student_term_id": 158,
      "subject_id": 3,
      "ability_subject": 70.325,
      "ability_attended": 65.677,
      "ability_termed": 66.991,
      "score_noise": 0.992,
      "score_pct": 66.5
    },
    {
      "student_term_id": 26,
      "subject_id": 3,
      "ability_subject": 63.729,
      "ability_attended": 55.113,
      "ability_termed": 56.215,
      "score_noise": 1.007,
      "score_pct": 56.6
    },
    {
      "student_term_id": 166,
      "subject_id": 1,
      "ability_subject": 56.024,
      "ability_attended": 51.066,
      "ability_termed": 52.087,
      "score_noise": 0.99,
      "score_pct": 51.6
    },
    {
      "student_term_id": 137,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 60.576,
      "ability_termed": 58.759,
      "score_noise": 0.978,
      "score_pct": 57.5
    },
    {
      "student_term_id": 119,
      "subject_id": 4,
      "ability_subject": 75.705,
      "ability_attended": 64.16,
      "ability_termed": 65.443,
      "score_noise": 1.019,
      "score_pct": 66.7
    },
    {
      "student_term_id": 225,
      "subject_id": 4,
      "ability_subject": 63.963,
      "ability_attended": 53.595,
      "ability_termed": 54.667,
      "score_noise": 0.975,
      "score_pct": 53.3
    },
    {
      "student_term_id": 233,
      "subject_id": 2,
      "ability_subject": 71.9,
      "ability_attended": 59.713,
      "ability_termed": 57.922,
      "score_noise": 0.973,
      "score_pct": 56.4
    },
    {
      "student_term_id": 114,
      "subject_id": 2,
      "ability_subject": 78.6,
      "ability_attended": 75.102,
      "ability_termed": 75.102,
      "score_noise": 0.988,
      "score_pct": 74.2
    },
    {
      "student_term_id": 152,
      "subject_id": 2,
      "ability_subject": 75.2,
      "ability_attended": 69.176,
      "ability_termed": 70.56,
      "score_noise": 0.985,
      "score_pct": 69.5
    },
    {
      "student_term_id": 140,
      "subject_id": 1,
      "ability_subject": 60.066,
      "ability_attended": 57.015,
      "ability_termed": 58.155,
      "score_noise": 0.997,
      "score_pct": 58
    },
    {
      "student_term_id": 148,
      "subject_id": 2,
      "ability_subject": 75.8,
      "ability_attended": 64.771,
      "ability_termed": 62.828,
      "score_noise": 1.014,
      "score_pct": 63.7
    },
    {
      "student_term_id": 28,
      "subject_id": 3,
      "ability_subject": 71.489,
      "ability_attended": 60.394,
      "ability_termed": 61.602,
      "score_noise": 1.001,
      "score_pct": 61.7
    },
    {
      "student_term_id": 27,
      "subject_id": 1,
      "ability_subject": 67.962,
      "ability_attended": 61.241,
      "ability_termed": 61.241,
      "score_noise": 0.985,
      "score_pct": 60.3
    },
    {
      "student_term_id": 83,
      "subject_id": 3,
      "ability_subject": 73.526,
      "ability_attended": 61.534,
      "ability_termed": 61.534,
      "score_noise": 1.044,
      "score_pct": 64.2
    },
    {
      "student_term_id": 195,
      "subject_id": 2,
      "ability_subject": 75.8,
      "ability_attended": 60.253,
      "ability_termed": 58.445,
      "score_noise": 1.008,
      "score_pct": 58.9
    },
    {
      "student_term_id": 234,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 56.9,
      "ability_termed": 55.193,
      "score_noise": 1.001,
      "score_pct": 55.2
    },
    {
      "student_term_id": 194,
      "subject_id": 2,
      "ability_subject": 73.7,
      "ability_attended": 63.485,
      "ability_termed": 63.485,
      "score_noise": 1.019,
      "score_pct": 64.7
    },
    {
      "student_term_id": 94,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 56.669,
      "ability_termed": 56.669,
      "score_noise": 1.03,
      "score_pct": 58.4
    },
    {
      "student_term_id": 5,
      "subject_id": 2,
      "ability_subject": 69.5,
      "ability_attended": 64.496,
      "ability_termed": 62.561,
      "score_noise": 1.046,
      "score_pct": 65.4
    },
    {
      "student_term_id": 235,
      "subject_id": 2,
      "ability_subject": 69.9,
      "ability_attended": 60.764,
      "ability_termed": 61.979,
      "score_noise": 1.009,
      "score_pct": 62.5
    },
    {
      "student_term_id": 155,
      "subject_id": 2,
      "ability_subject": 73.5,
      "ability_attended": 61.27,
      "ability_termed": 59.432,
      "score_noise": 0.99,
      "score_pct": 58.8
    },
    {
      "student_term_id": 94,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 58.477,
      "ability_termed": 58.477,
      "score_noise": 0.973,
      "score_pct": 56.9
    },
    {
      "student_term_id": 135,
      "subject_id": 4,
      "ability_subject": 76.014,
      "ability_attended": 67.5,
      "ability_termed": 65.475,
      "score_noise": 0.997,
      "score_pct": 65.3
    },
    {
      "student_term_id": 70,
      "subject_id": 3,
      "ability_subject": 69.258,
      "ability_attended": 57.74,
      "ability_termed": 58.895,
      "score_noise": 1,
      "score_pct": 58.9
    },
    {
      "student_term_id": 49,
      "subject_id": 1,
      "ability_subject": 70.406,
      "ability_attended": 67.949,
      "ability_termed": 67.949,
      "score_noise": 1.017,
      "score_pct": 69.1
    },
    {
      "student_term_id": 233,
      "subject_id": 3,
      "ability_subject": 69.743,
      "ability_attended": 57.922,
      "ability_termed": 56.184,
      "score_noise": 1.02,
      "score_pct": 57.3
    },
    {
      "student_term_id": 165,
      "subject_id": 1,
      "ability_subject": 61.758,
      "ability_attended": 53.39,
      "ability_termed": 51.788,
      "score_noise": 1.016,
      "score_pct": 52.6
    },
    {
      "student_term_id": 72,
      "subject_id": 1,
      "ability_subject": 60.066,
      "ability_attended": 57.165,
      "ability_termed": 57.165,
      "score_noise": 1.012,
      "score_pct": 57.9
    },
    {
      "student_term_id": 161,
      "subject_id": 3,
      "ability_subject": 60.334,
      "ability_attended": 55.954,
      "ability_termed": 57.073,
      "score_noise": 1.027,
      "score_pct": 58.6
    },
    {
      "student_term_id": 43,
      "subject_id": 1,
      "ability_subject": 72.38,
      "ability_attended": 66.561,
      "ability_termed": 64.564,
      "score_noise": 0.963,
      "score_pct": 62.2
    },
    {
      "student_term_id": 18,
      "subject_id": 3,
      "ability_subject": 67.803,
      "ability_attended": 59.016,
      "ability_termed": 57.246,
      "score_noise": 0.979,
      "score_pct": 56
    },
    {
      "student_term_id": 170,
      "subject_id": 4,
      "ability_subject": 71.791,
      "ability_attended": 67.426,
      "ability_termed": 67.426,
      "score_noise": 0.982,
      "score_pct": 66.2
    },
    {
      "student_term_id": 209,
      "subject_id": 4,
      "ability_subject": 71.688,
      "ability_attended": 59.931,
      "ability_termed": 58.133,
      "score_noise": 1.026,
      "score_pct": 59.6
    },
    {
      "student_term_id": 35,
      "subject_id": 3,
      "ability_subject": 57.812,
      "ability_attended": 54.667,
      "ability_termed": 54.667,
      "score_noise": 0.974,
      "score_pct": 53.2
    },
    {
      "student_term_id": 56,
      "subject_id": 1,
      "ability_subject": 58.562,
      "ability_attended": 53.637,
      "ability_termed": 52.028,
      "score_noise": 0.968,
      "score_pct": 50.4
    },
    {
      "student_term_id": 193,
      "subject_id": 2,
      "ability_subject": 65.8,
      "ability_attended": 57.003,
      "ability_termed": 57.003,
      "score_noise": 1.005,
      "score_pct": 57.3
    },
    {
      "student_term_id": 132,
      "subject_id": 3,
      "ability_subject": 67.027,
      "ability_attended": 62.952,
      "ability_termed": 62.952,
      "score_noise": 0.968,
      "score_pct": 60.9
    },
    {
      "student_term_id": 228,
      "subject_id": 1,
      "ability_subject": 62.51,
      "ability_attended": 57.272,
      "ability_termed": 57.272,
      "score_noise": 1.002,
      "score_pct": 57.4
    },
    {
      "student_term_id": 116,
      "subject_id": 2,
      "ability_subject": 75.3,
      "ability_attended": 71.949,
      "ability_termed": 71.949,
      "score_noise": 0.989,
      "score_pct": 71.2
    },
    {
      "student_term_id": 81,
      "subject_id": 3,
      "ability_subject": 63.923,
      "ability_attended": 59.787,
      "ability_termed": 57.993,
      "score_noise": 1.047,
      "score_pct": 60.7
    },
    {
      "student_term_id": 123,
      "subject_id": 3,
      "ability_subject": 62.759,
      "ability_attended": 54.079,
      "ability_termed": 55.161,
      "score_noise": 0.999,
      "score_pct": 55.1
    },
    {
      "student_term_id": 56,
      "subject_id": 4,
      "ability_subject": 64.169,
      "ability_attended": 58.772,
      "ability_termed": 57.009,
      "score_noise": 0.959,
      "score_pct": 54.7
    },
    {
      "student_term_id": 76,
      "subject_id": 2,
      "ability_subject": 65.7,
      "ability_attended": 58.177,
      "ability_termed": 58.177,
      "score_noise": 1,
      "score_pct": 58.2
    },
    {
      "student_term_id": 15,
      "subject_id": 2,
      "ability_subject": 69.5,
      "ability_attended": 64.454,
      "ability_termed": 65.743,
      "score_noise": 0.992,
      "score_pct": 65.2
    },
    {
      "student_term_id": 69,
      "subject_id": 4,
      "ability_subject": 68.701,
      "ability_attended": 62.648,
      "ability_termed": 63.901,
      "score_noise": 0.973,
      "score_pct": 62.2
    },
    {
      "student_term_id": 112,
      "subject_id": 4,
      "ability_subject": 68.289,
      "ability_attended": 61.706,
      "ability_termed": 59.855,
      "score_noise": 1.01,
      "score_pct": 60.5
    },
    {
      "student_term_id": 167,
      "subject_id": 1,
      "ability_subject": 63.168,
      "ability_attended": 57.616,
      "ability_termed": 57.616,
      "score_noise": 1.032,
      "score_pct": 59.5
    },
    {
      "student_term_id": 216,
      "subject_id": 4,
      "ability_subject": 75.087,
      "ability_attended": 63.231,
      "ability_termed": 61.334,
      "score_noise": 1.019,
      "score_pct": 62.5
    },
    {
      "student_term_id": 210,
      "subject_id": 1,
      "ability_subject": 72.568,
      "ability_attended": 67.503,
      "ability_termed": 68.853,
      "score_noise": 0.971,
      "score_pct": 66.9
    },
    {
      "student_term_id": 37,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 58.444,
      "ability_termed": 58.444,
      "score_noise": 1.021,
      "score_pct": 59.7
    },
    {
      "student_term_id": 1,
      "subject_id": 3,
      "ability_subject": 65.475,
      "ability_attended": 62.234,
      "ability_termed": 63.479,
      "score_noise": 0.996,
      "score_pct": 63.2
    },
    {
      "student_term_id": 150,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 55.41,
      "ability_termed": 55.41,
      "score_noise": 1.015,
      "score_pct": 56.2
    },
    {
      "student_term_id": 3,
      "subject_id": 4,
      "ability_subject": 77.868,
      "ability_attended": 72.285,
      "ability_termed": 73.731,
      "score_noise": 1.028,
      "score_pct": 75.8
    },
    {
      "student_term_id": 159,
      "subject_id": 4,
      "ability_subject": 71.688,
      "ability_attended": 60.261,
      "ability_termed": 61.466,
      "score_noise": 1.002,
      "score_pct": 61.6
    },
    {
      "student_term_id": 134,
      "subject_id": 2,
      "ability_subject": 66.7,
      "ability_attended": 62.391,
      "ability_termed": 62.391,
      "score_noise": 0.983,
      "score_pct": 61.3
    },
    {
      "student_term_id": 106,
      "subject_id": 3,
      "ability_subject": 74.108,
      "ability_attended": 67.594,
      "ability_termed": 65.566,
      "score_noise": 1.001,
      "score_pct": 65.6
    },
    {
      "student_term_id": 15,
      "subject_id": 1,
      "ability_subject": 65.33,
      "ability_attended": 60.587,
      "ability_termed": 61.799,
      "score_noise": 0.988,
      "score_pct": 61.1
    },
    {
      "student_term_id": 42,
      "subject_id": 3,
      "ability_subject": 74.108,
      "ability_attended": 68.58,
      "ability_termed": 69.952,
      "score_noise": 1.034,
      "score_pct": 72.3
    },
    {
      "student_term_id": 143,
      "subject_id": 1,
      "ability_subject": 73.884,
      "ability_attended": 68.498,
      "ability_termed": 66.443,
      "score_noise": 1.031,
      "score_pct": 68.5
    },
    {
      "student_term_id": 98,
      "subject_id": 4,
      "ability_subject": 67.877,
      "ability_attended": 64.069,
      "ability_termed": 64.069,
      "score_noise": 0.97,
      "score_pct": 62.1
    },
    {
      "student_term_id": 55,
      "subject_id": 1,
      "ability_subject": 54.238,
      "ability_attended": 47.599,
      "ability_termed": 46.171,
      "score_noise": 0.997,
      "score_pct": 46
    },
    {
      "student_term_id": 174,
      "subject_id": 1,
      "ability_subject": 77.55,
      "ability_attended": 71.121,
      "ability_termed": 72.543,
      "score_noise": 1.008,
      "score_pct": 73.1
    },
    {
      "student_term_id": 103,
      "subject_id": 1,
      "ability_subject": 70.406,
      "ability_attended": 67.695,
      "ability_termed": 69.049,
      "score_noise": 0.948,
      "score_pct": 65.5
    },
    {
      "student_term_id": 58,
      "subject_id": 4,
      "ability_subject": 74.057,
      "ability_attended": 61.586,
      "ability_termed": 62.818,
      "score_noise": 0.976,
      "score_pct": 61.3
    },
    {
      "student_term_id": 235,
      "subject_id": 3,
      "ability_subject": 67.803,
      "ability_attended": 58.941,
      "ability_termed": 60.12,
      "score_noise": 0.994,
      "score_pct": 59.8
    },
    {
      "student_term_id": 186,
      "subject_id": 4,
      "ability_subject": 61.388,
      "ability_attended": 55.881,
      "ability_termed": 54.205,
      "score_noise": 0.95,
      "score_pct": 51.5
    },
    {
      "student_term_id": 184,
      "subject_id": 4,
      "ability_subject": 85.181,
      "ability_attended": 78.307,
      "ability_termed": 79.873,
      "score_noise": 0.968,
      "score_pct": 77.3
    },
    {
      "student_term_id": 114,
      "subject_id": 4,
      "ability_subject": 80.958,
      "ability_attended": 77.355,
      "ability_termed": 77.355,
      "score_noise": 1.021,
      "score_pct": 79
    },
    {
      "student_term_id": 200,
      "subject_id": 2,
      "ability_subject": 68.5,
      "ability_attended": 56.081,
      "ability_termed": 54.399,
      "score_noise": 1.013,
      "score_pct": 55.1
    },
    {
      "student_term_id": 109,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 63.523,
      "ability_termed": 63.523,
      "score_noise": 1.028,
      "score_pct": 65.3
    },
    {
      "student_term_id": 137,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 62.51,
      "ability_termed": 60.635,
      "score_noise": 0.972,
      "score_pct": 58.9
    },
    {
      "student_term_id": 211,
      "subject_id": 3,
      "ability_subject": 63.923,
      "ability_attended": 59.64,
      "ability_termed": 60.833,
      "score_noise": 0.997,
      "score_pct": 60.7
    },
    {
      "student_term_id": 54,
      "subject_id": 2,
      "ability_subject": 66.1,
      "ability_attended": 61.301,
      "ability_termed": 59.462,
      "score_noise": 1.011,
      "score_pct": 60.1
    },
    {
      "student_term_id": 124,
      "subject_id": 1,
      "ability_subject": 62.134,
      "ability_attended": 56.691,
      "ability_termed": 57.825,
      "score_noise": 0.957,
      "score_pct": 55.3
    },
    {
      "student_term_id": 231,
      "subject_id": 4,
      "ability_subject": 78.074,
      "ability_attended": 68.69,
      "ability_termed": 68.69,
      "score_noise": 0.976,
      "score_pct": 67
    },
    {
      "student_term_id": 110,
      "subject_id": 2,
      "ability_subject": 74.9,
      "ability_attended": 65.905,
      "ability_termed": 67.223,
      "score_noise": 1.025,
      "score_pct": 68.9
    },
    {
      "student_term_id": 62,
      "subject_id": 4,
      "ability_subject": 74.469,
      "ability_attended": 66.68,
      "ability_termed": 64.68,
      "score_noise": 0.969,
      "score_pct": 62.7
    },
    {
      "student_term_id": 74,
      "subject_id": 2,
      "ability_subject": 67.3,
      "ability_attended": 62.892,
      "ability_termed": 61.005,
      "score_noise": 0.975,
      "score_pct": 59.5
    },
    {
      "student_term_id": 46,
      "subject_id": 4,
      "ability_subject": 66.847,
      "ability_attended": 58.311,
      "ability_termed": 59.477,
      "score_noise": 1.027,
      "score_pct": 61.1
    },
    {
      "student_term_id": 199,
      "subject_id": 1,
      "ability_subject": 63.45,
      "ability_attended": 58.514,
      "ability_termed": 56.759,
      "score_noise": 1.018,
      "score_pct": 57.8
    },
    {
      "student_term_id": 87,
      "subject_id": 1,
      "ability_subject": 62.51,
      "ability_attended": 55.428,
      "ability_termed": 56.537,
      "score_noise": 1.004,
      "score_pct": 56.8
    },
    {
      "student_term_id": 144,
      "subject_id": 2,
      "ability_subject": 72.5,
      "ability_attended": 68.418,
      "ability_termed": 68.418,
      "score_noise": 1.002,
      "score_pct": 68.6
    },
    {
      "student_term_id": 100,
      "subject_id": 4,
      "ability_subject": 76.735,
      "ability_attended": 72.983,
      "ability_termed": 74.443,
      "score_noise": 0.99,
      "score_pct": 73.7
    },
    {
      "student_term_id": 8,
      "subject_id": 3,
      "ability_subject": 60.334,
      "ability_attended": 57.86,
      "ability_termed": 56.124,
      "score_noise": 1.018,
      "score_pct": 57.1
    },
    {
      "student_term_id": 93,
      "subject_id": 4,
      "ability_subject": 76.735,
      "ability_attended": 75.085,
      "ability_termed": 75.085,
      "score_noise": 1.009,
      "score_pct": 75.8
    },
    {
      "student_term_id": 154,
      "subject_id": 1,
      "ability_subject": 64.954,
      "ability_attended": 61.102,
      "ability_termed": 62.324,
      "score_noise": 1.021,
      "score_pct": 63.6
    },
    {
      "student_term_id": 198,
      "subject_id": 4,
      "ability_subject": 71.997,
      "ability_attended": 66.021,
      "ability_termed": 66.021,
      "score_noise": 0.977,
      "score_pct": 64.5
    },
    {
      "student_term_id": 211,
      "subject_id": 2,
      "ability_subject": 65.9,
      "ability_attended": 61.485,
      "ability_termed": 62.715,
      "score_noise": 0.99,
      "score_pct": 62.1
    },
    {
      "student_term_id": 194,
      "subject_id": 3,
      "ability_subject": 71.489,
      "ability_attended": 61.581,
      "ability_termed": 61.581,
      "score_noise": 0.978,
      "score_pct": 60.2
    },
    {
      "student_term_id": 87,
      "subject_id": 4,
      "ability_subject": 68.495,
      "ability_attended": 60.735,
      "ability_termed": 61.95,
      "score_noise": 1.053,
      "score_pct": 65.2
    },
    {
      "student_term_id": 158,
      "subject_id": 1,
      "ability_subject": 68.15,
      "ability_attended": 63.645,
      "ability_termed": 64.918,
      "score_noise": 1.02,
      "score_pct": 66.2
    },
    {
      "student_term_id": 75,
      "subject_id": 4,
      "ability_subject": 66.95,
      "ability_attended": 63.415,
      "ability_termed": 64.683,
      "score_noise": 0.986,
      "score_pct": 63.8
    },
    {
      "student_term_id": 223,
      "subject_id": 4,
      "ability_subject": 75.087,
      "ability_attended": 64.695,
      "ability_termed": 65.989,
      "score_noise": 1.016,
      "score_pct": 67
    },
    {
      "student_term_id": 215,
      "subject_id": 4,
      "ability_subject": 79.516,
      "ability_attended": 75.055,
      "ability_termed": 75.055,
      "score_noise": 1.002,
      "score_pct": 75.2
    },
    {
      "student_term_id": 217,
      "subject_id": 4,
      "ability_subject": 60.461,
      "ability_attended": 53.689,
      "ability_termed": 54.763,
      "score_noise": 0.966,
      "score_pct": 52.9
    },
    {
      "student_term_id": 44,
      "subject_id": 4,
      "ability_subject": 74.675,
      "ability_attended": 67.7,
      "ability_termed": 65.669,
      "score_noise": 1.009,
      "score_pct": 66.3
    },
    {
      "student_term_id": 72,
      "subject_id": 3,
      "ability_subject": 61.983,
      "ability_attended": 58.989,
      "ability_termed": 58.989,
      "score_noise": 0.986,
      "score_pct": 58.2
    },
    {
      "student_term_id": 161,
      "subject_id": 4,
      "ability_subject": 64.066,
      "ability_attended": 59.415,
      "ability_termed": 60.603,
      "score_noise": 1.024,
      "score_pct": 62.1
    },
    {
      "student_term_id": 51,
      "subject_id": 1,
      "ability_subject": 71.534,
      "ability_attended": 63.594,
      "ability_termed": 61.686,
      "score_noise": 0.995,
      "score_pct": 61.4
    },
    {
      "student_term_id": 165,
      "subject_id": 3,
      "ability_subject": 63.729,
      "ability_attended": 55.094,
      "ability_termed": 53.441,
      "score_noise": 0.986,
      "score_pct": 52.7
    },
    {
      "student_term_id": 217,
      "subject_id": 1,
      "ability_subject": 55.178,
      "ability_attended": 48.998,
      "ability_termed": 49.978,
      "score_noise": 0.998,
      "score_pct": 49.9
    },
    {
      "student_term_id": 26,
      "subject_id": 2,
      "ability_subject": 65.7,
      "ability_attended": 56.817,
      "ability_termed": 57.953,
      "score_noise": 1.006,
      "score_pct": 58.3
    },
    {
      "student_term_id": 120,
      "subject_id": 1,
      "ability_subject": 60.536,
      "ability_attended": 54.24,
      "ability_termed": 55.325,
      "score_noise": 0.976,
      "score_pct": 54
    },
    {
      "student_term_id": 229,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 61.908,
      "ability_termed": 63.146,
      "score_noise": 0.977,
      "score_pct": 61.7
    },
    {
      "student_term_id": 2,
      "subject_id": 3,
      "ability_subject": 69.743,
      "ability_attended": 58.438,
      "ability_termed": 58.438,
      "score_noise": 1.022,
      "score_pct": 59.7
    },
    {
      "student_term_id": 14,
      "subject_id": 3,
      "ability_subject": 69.258,
      "ability_attended": 57.429,
      "ability_termed": 55.706,
      "score_noise": 0.978,
      "score_pct": 54.5
    },
    {
      "student_term_id": 171,
      "subject_id": 3,
      "ability_subject": 64.505,
      "ability_attended": 59.674,
      "ability_termed": 57.884,
      "score_noise": 0.978,
      "score_pct": 56.6
    },
    {
      "student_term_id": 47,
      "subject_id": 1,
      "ability_subject": 68.62,
      "ability_attended": 60.571,
      "ability_termed": 58.754,
      "score_noise": 1.012,
      "score_pct": 59.5
    },
    {
      "student_term_id": 39,
      "subject_id": 2,
      "ability_subject": 74.9,
      "ability_attended": 70.069,
      "ability_termed": 67.967,
      "score_noise": 0.993,
      "score_pct": 67.5
    },
    {
      "student_term_id": 121,
      "subject_id": 1,
      "ability_subject": 70.5,
      "ability_attended": 60.285,
      "ability_termed": 60.285,
      "score_noise": 0.969,
      "score_pct": 58.4
    },
    {
      "student_term_id": 170,
      "subject_id": 2,
      "ability_subject": 69.7,
      "ability_attended": 65.462,
      "ability_termed": 65.462,
      "score_noise": 0.985,
      "score_pct": 64.5
    },
    {
      "student_term_id": 177,
      "subject_id": 2,
      "ability_subject": 64.8,
      "ability_attended": 61.385,
      "ability_termed": 62.613,
      "score_noise": 0.975,
      "score_pct": 61
    },
    {
      "student_term_id": 173,
      "subject_id": 2,
      "ability_subject": 73.5,
      "ability_attended": 62.762,
      "ability_termed": 62.762,
      "score_noise": 1.009,
      "score_pct": 63.3
    },
    {
      "student_term_id": 233,
      "subject_id": 4,
      "ability_subject": 74.057,
      "ability_attended": 61.504,
      "ability_termed": 59.659,
      "score_noise": 0.987,
      "score_pct": 58.9
    },
    {
      "student_term_id": 164,
      "subject_id": 4,
      "ability_subject": 77.147,
      "ability_attended": 69.432,
      "ability_termed": 69.432,
      "score_noise": 0.988,
      "score_pct": 68.6
    },
    {
      "student_term_id": 34,
      "subject_id": 2,
      "ability_subject": 75.9,
      "ability_attended": 71.521,
      "ability_termed": 72.951,
      "score_noise": 0.992,
      "score_pct": 72.4
    },
    {
      "student_term_id": 123,
      "subject_id": 1,
      "ability_subject": 60.818,
      "ability_attended": 52.407,
      "ability_termed": 53.455,
      "score_noise": 1.013,
      "score_pct": 54.1
    },
    {
      "student_term_id": 162,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 58.134,
      "ability_termed": 56.39,
      "score_noise": 0.985,
      "score_pct": 55.5
    },
    {
      "student_term_id": 217,
      "subject_id": 3,
      "ability_subject": 56.939,
      "ability_attended": 50.562,
      "ability_termed": 51.573,
      "score_noise": 1.014,
      "score_pct": 52.3
    },
    {
      "student_term_id": 143,
      "subject_id": 2,
      "ability_subject": 78.6,
      "ability_attended": 72.87,
      "ability_termed": 70.684,
      "score_noise": 1.034,
      "score_pct": 73.1
    },
    {
      "student_term_id": 158,
      "subject_id": 2,
      "ability_subject": 72.5,
      "ability_attended": 67.708,
      "ability_termed": 69.062,
      "score_noise": 1.015,
      "score_pct": 70.1
    },
    {
      "student_term_id": 182,
      "subject_id": 1,
      "ability_subject": 67.304,
      "ability_attended": 62.101,
      "ability_termed": 63.343,
      "score_noise": 0.992,
      "score_pct": 62.8
    },
    {
      "student_term_id": 58,
      "subject_id": 2,
      "ability_subject": 71.9,
      "ability_attended": 59.792,
      "ability_termed": 60.988,
      "score_noise": 1.003,
      "score_pct": 61.2
    },
    {
      "student_term_id": 80,
      "subject_id": 2,
      "ability_subject": 72.6,
      "ability_attended": 65.58,
      "ability_termed": 66.892,
      "score_noise": 1.013,
      "score_pct": 67.8
    },
    {
      "student_term_id": 11,
      "subject_id": 1,
      "ability_subject": 67.586,
      "ability_attended": 61.172,
      "ability_termed": 61.172,
      "score_noise": 1.024,
      "score_pct": 62.6
    },
    {
      "student_term_id": 4,
      "subject_id": 1,
      "ability_subject": 63.168,
      "ability_attended": 57.451,
      "ability_termed": 58.6,
      "score_noise": 0.984,
      "score_pct": 57.7
    },
    {
      "student_term_id": 73,
      "subject_id": 1,
      "ability_subject": 65.424,
      "ability_attended": 56.081,
      "ability_termed": 56.081,
      "score_noise": 1.012,
      "score_pct": 56.8
    },
    {
      "student_term_id": 50,
      "subject_id": 3,
      "ability_subject": 70.713,
      "ability_attended": 61.188,
      "ability_termed": 61.188,
      "score_noise": 1.021,
      "score_pct": 62.5
    },
    {
      "student_term_id": 228,
      "subject_id": 3,
      "ability_subject": 64.505,
      "ability_attended": 59.099,
      "ability_termed": 59.099,
      "score_noise": 1.015,
      "score_pct": 60
    },
    {
      "student_term_id": 39,
      "subject_id": 1,
      "ability_subject": 70.406,
      "ability_attended": 65.865,
      "ability_termed": 63.889,
      "score_noise": 1.003,
      "score_pct": 64.1
    },
    {
      "student_term_id": 13,
      "subject_id": 2,
      "ability_subject": 62.2,
      "ability_attended": 61.223,
      "ability_termed": 61.223,
      "score_noise": 0.99,
      "score_pct": 60.6
    },
    {
      "student_term_id": 208,
      "subject_id": 2,
      "ability_subject": 82.7,
      "ability_attended": 74.256,
      "ability_termed": 72.028,
      "score_noise": 1.007,
      "score_pct": 72.5
    },
    {
      "student_term_id": 165,
      "subject_id": 2,
      "ability_subject": 65.7,
      "ability_attended": 56.798,
      "ability_termed": 55.094,
      "score_noise": 1.008,
      "score_pct": 55.5
    },
    {
      "student_term_id": 128,
      "subject_id": 1,
      "ability_subject": 64.296,
      "ability_attended": 56.902,
      "ability_termed": 58.04,
      "score_noise": 1.005,
      "score_pct": 58.3
    },
    {
      "student_term_id": 228,
      "subject_id": 2,
      "ability_subject": 66.5,
      "ability_attended": 60.927,
      "ability_termed": 60.927,
      "score_noise": 1.034,
      "score_pct": 63
    },
    {
      "student_term_id": 190,
      "subject_id": 4,
      "ability_subject": 69.834,
      "ability_attended": 62.927,
      "ability_termed": 61.039,
      "score_noise": 0.997,
      "score_pct": 60.9
    },
    {
      "student_term_id": 2,
      "subject_id": 4,
      "ability_subject": 74.057,
      "ability_attended": 62.052,
      "ability_termed": 62.052,
      "score_noise": 0.95,
      "score_pct": 58.9
    },
    {
      "student_term_id": 203,
      "subject_id": 1,
      "ability_subject": 71.064,
      "ability_attended": 63.972,
      "ability_termed": 62.053,
      "score_noise": 0.969,
      "score_pct": 60.1
    },
    {
      "student_term_id": 193,
      "subject_id": 3,
      "ability_subject": 63.826,
      "ability_attended": 55.292,
      "ability_termed": 55.292,
      "score_noise": 1.022,
      "score_pct": 56.5
    },
    {
      "student_term_id": 219,
      "subject_id": 4,
      "ability_subject": 71.791,
      "ability_attended": 67.634,
      "ability_termed": 65.605,
      "score_noise": 0.982,
      "score_pct": 64.4
    },
    {
      "student_term_id": 113,
      "subject_id": 3,
      "ability_subject": 70.422,
      "ability_attended": 62,
      "ability_termed": 60.14,
      "score_noise": 1.014,
      "score_pct": 61
    },
    {
      "student_term_id": 198,
      "subject_id": 2,
      "ability_subject": 69.9,
      "ability_attended": 64.098,
      "ability_termed": 64.098,
      "score_noise": 1.036,
      "score_pct": 66.4
    },
    {
      "student_term_id": 215,
      "subject_id": 3,
      "ability_subject": 74.884,
      "ability_attended": 70.683,
      "ability_termed": 70.683,
      "score_noise": 1.023,
      "score_pct": 72.3
    },
    {
      "student_term_id": 135,
      "subject_id": 3,
      "ability_subject": 71.586,
      "ability_attended": 63.568,
      "ability_termed": 61.661,
      "score_noise": 1.029,
      "score_pct": 63.4
    },
    {
      "student_term_id": 132,
      "subject_id": 2,
      "ability_subject": 69.1,
      "ability_attended": 64.899,
      "ability_termed": 64.899,
      "score_noise": 1.008,
      "score_pct": 65.4
    },
    {
      "student_term_id": 14,
      "subject_id": 2,
      "ability_subject": 71.4,
      "ability_attended": 59.205,
      "ability_termed": 57.429,
      "score_noise": 1.003,
      "score_pct": 57.6
    },
    {
      "student_term_id": 33,
      "subject_id": 4,
      "ability_subject": 66.332,
      "ability_attended": 59.957,
      "ability_termed": 59.957,
      "score_noise": 0.995,
      "score_pct": 59.7
    },
    {
      "student_term_id": 83,
      "subject_id": 4,
      "ability_subject": 78.074,
      "ability_attended": 65.34,
      "ability_termed": 65.34,
      "score_noise": 0.993,
      "score_pct": 64.9
    },
    {
      "student_term_id": 194,
      "subject_id": 1,
      "ability_subject": 69.278,
      "ability_attended": 59.676,
      "ability_termed": 59.676,
      "score_noise": 1.021,
      "score_pct": 60.9
    },
    {
      "student_term_id": 115,
      "subject_id": 2,
      "ability_subject": 82.7,
      "ability_attended": 78.292,
      "ability_termed": 78.292,
      "score_noise": 1.021,
      "score_pct": 79.9
    },
    {
      "student_term_id": 60,
      "subject_id": 3,
      "ability_subject": 67.803,
      "ability_attended": 60.006,
      "ability_termed": 61.206,
      "score_noise": 1.009,
      "score_pct": 61.8
    },
    {
      "student_term_id": 38,
      "subject_id": 4,
      "ability_subject": 73.439,
      "ability_attended": 67.042,
      "ability_termed": 68.383,
      "score_noise": 0.999,
      "score_pct": 68.3
    },
    {
      "student_term_id": 72,
      "subject_id": 2,
      "ability_subject": 63.9,
      "ability_attended": 60.814,
      "ability_termed": 60.814,
      "score_noise": 1.021,
      "score_pct": 62.1
    },
    {
      "student_term_id": 103,
      "subject_id": 4,
      "ability_subject": 77.147,
      "ability_attended": 74.177,
      "ability_termed": 75.661,
      "score_noise": 0.984,
      "score_pct": 74.5
    },
    {
      "student_term_id": 65,
      "subject_id": 1,
      "ability_subject": 63.732,
      "ability_attended": 59.309,
      "ability_termed": 59.309,
      "score_noise": 1.019,
      "score_pct": 60.4
    },
    {
      "student_term_id": 23,
      "subject_id": 4,
      "ability_subject": 71.997,
      "ability_attended": 62.983,
      "ability_termed": 61.094,
      "score_noise": 0.987,
      "score_pct": 60.3
    },
    {
      "student_term_id": 87,
      "subject_id": 3,
      "ability_subject": 64.505,
      "ability_attended": 57.197,
      "ability_termed": 58.341,
      "score_noise": 0.995,
      "score_pct": 58
    },
    {
      "student_term_id": 86,
      "subject_id": 1,
      "ability_subject": 72.662,
      "ability_attended": 69.843,
      "ability_termed": 69.843,
      "score_noise": 1.022,
      "score_pct": 71.4
    },
    {
      "student_term_id": 143,
      "subject_id": 4,
      "ability_subject": 80.958,
      "ability_attended": 75.056,
      "ability_termed": 72.804,
      "score_noise": 0.997,
      "score_pct": 72.6
    },
    {
      "student_term_id": 118,
      "subject_id": 1,
      "ability_subject": 60.912,
      "ability_attended": 57.836,
      "ability_termed": 56.101,
      "score_noise": 1.027,
      "score_pct": 57.6
    },
    {
      "student_term_id": 220,
      "subject_id": 2,
      "ability_subject": 75,
      "ability_attended": 64.485,
      "ability_termed": 65.775,
      "score_noise": 0.971,
      "score_pct": 63.9
    },
    {
      "student_term_id": 40,
      "subject_id": 3,
      "ability_subject": 66.445,
      "ability_attended": 54.997,
      "ability_termed": 54.997,
      "score_noise": 0.99,
      "score_pct": 54.4
    },
    {
      "student_term_id": 59,
      "subject_id": 1,
      "ability_subject": 72.192,
      "ability_attended": 66.973,
      "ability_termed": 66.973,
      "score_noise": 1.002,
      "score_pct": 67.1
    },
    {
      "student_term_id": 238,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 61.175,
      "ability_termed": 61.175,
      "score_noise": 1,
      "score_pct": 61.2
    },
    {
      "student_term_id": 109,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 65.487,
      "ability_termed": 65.487,
      "score_noise": 1.001,
      "score_pct": 65.6
    },
    {
      "student_term_id": 7,
      "subject_id": 2,
      "ability_subject": 62.1,
      "ability_attended": 52.214,
      "ability_termed": 52.214,
      "score_noise": 1.034,
      "score_pct": 54
    },
    {
      "student_term_id": 138,
      "subject_id": 1,
      "ability_subject": 71.064,
      "ability_attended": 65.997,
      "ability_termed": 65.997,
      "score_noise": 1.017,
      "score_pct": 67.1
    },
    {
      "student_term_id": 148,
      "subject_id": 1,
      "ability_subject": 71.252,
      "ability_attended": 60.885,
      "ability_termed": 59.058,
      "score_noise": 0.999,
      "score_pct": 59
    },
    {
      "student_term_id": 8,
      "subject_id": 1,
      "ability_subject": 58.468,
      "ability_attended": 56.071,
      "ability_termed": 54.389,
      "score_noise": 1.014,
      "score_pct": 55.2
    },
    {
      "student_term_id": 17,
      "subject_id": 3,
      "ability_subject": 69.549,
      "ability_attended": 61.481,
      "ability_termed": 59.637,
      "score_noise": 1.011,
      "score_pct": 60.3
    },
    {
      "student_term_id": 148,
      "subject_id": 3,
      "ability_subject": 73.526,
      "ability_attended": 62.828,
      "ability_termed": 60.943,
      "score_noise": 0.993,
      "score_pct": 60.5
    },
    {
      "student_term_id": 125,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 56.125,
      "ability_termed": 57.248,
      "score_noise": 1.037,
      "score_pct": 59.4
    },
    {
      "student_term_id": 182,
      "subject_id": 4,
      "ability_subject": 73.748,
      "ability_attended": 68.047,
      "ability_termed": 69.408,
      "score_noise": 0.975,
      "score_pct": 67.7
    },
    {
      "student_term_id": 77,
      "subject_id": 3,
      "ability_subject": 74.69,
      "ability_attended": 71.635,
      "ability_termed": 71.635,
      "score_noise": 0.994,
      "score_pct": 71.2
    },
    {
      "student_term_id": 163,
      "subject_id": 2,
      "ability_subject": 64.9,
      "ability_attended": 56.126,
      "ability_termed": 54.442,
      "score_noise": 1.004,
      "score_pct": 54.7
    },
    {
      "student_term_id": 84,
      "subject_id": 4,
      "ability_subject": 69.937,
      "ability_attended": 67.174,
      "ability_termed": 68.517,
      "score_noise": 0.963,
      "score_pct": 66
    },
    {
      "student_term_id": 141,
      "subject_id": 4,
      "ability_subject": 73.748,
      "ability_attended": 68.482,
      "ability_termed": 66.428,
      "score_noise": 0.975,
      "score_pct": 64.8
    },
    {
      "student_term_id": 19,
      "subject_id": 1,
      "ability_subject": 71.252,
      "ability_attended": 62.652,
      "ability_termed": 63.905,
      "score_noise": 1.008,
      "score_pct": 64.4
    },
    {
      "student_term_id": 117,
      "subject_id": 3,
      "ability_subject": 69.452,
      "ability_attended": 64.695,
      "ability_termed": 64.695,
      "score_noise": 1.016,
      "score_pct": 65.7
    },
    {
      "student_term_id": 65,
      "subject_id": 4,
      "ability_subject": 69.834,
      "ability_attended": 64.988,
      "ability_termed": 64.988,
      "score_noise": 0.994,
      "score_pct": 64.6
    },
    {
      "student_term_id": 95,
      "subject_id": 1,
      "ability_subject": 65.988,
      "ability_attended": 61.639,
      "ability_termed": 62.872,
      "score_noise": 1.022,
      "score_pct": 64.3
    },
    {
      "student_term_id": 82,
      "subject_id": 2,
      "ability_subject": 65.8,
      "ability_attended": 55.7,
      "ability_termed": 54.029,
      "score_noise": 0.998,
      "score_pct": 53.9
    },
    {
      "student_term_id": 64,
      "subject_id": 4,
      "ability_subject": 74.16,
      "ability_attended": 65.172,
      "ability_termed": 63.217,
      "score_noise": 1.027,
      "score_pct": 64.9
    },
    {
      "student_term_id": 12,
      "subject_id": 4,
      "ability_subject": 66.332,
      "ability_attended": 57.715,
      "ability_termed": 55.984,
      "score_noise": 1.031,
      "score_pct": 57.7
    },
    {
      "student_term_id": 123,
      "subject_id": 4,
      "ability_subject": 66.641,
      "ability_attended": 57.425,
      "ability_termed": 58.573,
      "score_noise": 1.011,
      "score_pct": 59.2
    },
    {
      "student_term_id": 232,
      "subject_id": 4,
      "ability_subject": 81.782,
      "ability_attended": 75.37,
      "ability_termed": 73.109,
      "score_noise": 1.001,
      "score_pct": 73.2
    },
    {
      "student_term_id": 184,
      "subject_id": 3,
      "ability_subject": 80.219,
      "ability_attended": 73.745,
      "ability_termed": 75.22,
      "score_noise": 1.012,
      "score_pct": 76.1
    },
    {
      "student_term_id": 67,
      "subject_id": 3,
      "ability_subject": 73.72,
      "ability_attended": 62.492,
      "ability_termed": 63.742,
      "score_noise": 0.998,
      "score_pct": 63.6
    },
    {
      "student_term_id": 40,
      "subject_id": 1,
      "ability_subject": 64.39,
      "ability_attended": 53.296,
      "ability_termed": 53.296,
      "score_noise": 0.991,
      "score_pct": 52.8
    },
    {
      "student_term_id": 24,
      "subject_id": 1,
      "ability_subject": 70.782,
      "ability_attended": 65.693,
      "ability_termed": 63.722,
      "score_noise": 1.004,
      "score_pct": 64
    },
    {
      "student_term_id": 236,
      "subject_id": 2,
      "ability_subject": 66.5,
      "ability_attended": 63.301,
      "ability_termed": 64.567,
      "score_noise": 0.989,
      "score_pct": 63.9
    },
    {
      "student_term_id": 177,
      "subject_id": 3,
      "ability_subject": 62.856,
      "ability_attended": 59.543,
      "ability_termed": 60.734,
      "score_noise": 1.016,
      "score_pct": 61.7
    },
    {
      "student_term_id": 156,
      "subject_id": 2,
      "ability_subject": 69.5,
      "ability_attended": 64.941,
      "ability_termed": 64.941,
      "score_noise": 0.989,
      "score_pct": 64.2
    },
    {
      "student_term_id": 100,
      "subject_id": 3,
      "ability_subject": 72.265,
      "ability_attended": 68.731,
      "ability_termed": 70.106,
      "score_noise": 1.047,
      "score_pct": 73.4
    },
    {
      "student_term_id": 195,
      "subject_id": 1,
      "ability_subject": 71.252,
      "ability_attended": 56.638,
      "ability_termed": 54.939,
      "score_noise": 0.977,
      "score_pct": 53.7
    },
    {
      "student_term_id": 225,
      "subject_id": 3,
      "ability_subject": 60.237,
      "ability_attended": 50.473,
      "ability_termed": 51.482,
      "score_noise": 1.025,
      "score_pct": 52.8
    },
    {
      "student_term_id": 16,
      "subject_id": 3,
      "ability_subject": 67.027,
      "ability_attended": 62.65,
      "ability_termed": 60.771,
      "score_noise": 0.999,
      "score_pct": 60.7
    },
    {
      "student_term_id": 213,
      "subject_id": 1,
      "ability_subject": 54.238,
      "ability_attended": 49.302,
      "ability_termed": 49.302,
      "score_noise": 1.008,
      "score_pct": 49.7
    },
    {
      "student_term_id": 222,
      "subject_id": 3,
      "ability_subject": 77.018,
      "ability_attended": 72.597,
      "ability_termed": 74.049,
      "score_noise": 0.968,
      "score_pct": 71.7
    },
    {
      "student_term_id": 239,
      "subject_id": 4,
      "ability_subject": 73.851,
      "ability_attended": 66.68,
      "ability_termed": 66.68,
      "score_noise": 0.998,
      "score_pct": 66.5
    },
    {
      "student_term_id": 45,
      "subject_id": 1,
      "ability_subject": 68.62,
      "ability_attended": 62.986,
      "ability_termed": 62.986,
      "score_noise": 0.995,
      "score_pct": 62.7
    },
    {
      "student_term_id": 207,
      "subject_id": 4,
      "ability_subject": 78.28,
      "ability_attended": 65.661,
      "ability_termed": 63.691,
      "score_noise": 0.956,
      "score_pct": 60.9
    },
    {
      "student_term_id": 88,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 60.246,
      "ability_termed": 61.451,
      "score_noise": 0.998,
      "score_pct": 61.3
    },
    {
      "student_term_id": 73,
      "subject_id": 2,
      "ability_subject": 69.6,
      "ability_attended": 59.661,
      "ability_termed": 59.661,
      "score_noise": 1.032,
      "score_pct": 61.6
    },
    {
      "student_term_id": 105,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 58.069,
      "ability_termed": 56.327,
      "score_noise": 0.991,
      "score_pct": 55.8
    },
    {
      "student_term_id": 31,
      "subject_id": 1,
      "ability_subject": 63.826,
      "ability_attended": 61.05,
      "ability_termed": 61.05,
      "score_noise": 0.958,
      "score_pct": 58.5
    },
    {
      "student_term_id": 113,
      "subject_id": 2,
      "ability_subject": 72.6,
      "ability_attended": 63.917,
      "ability_termed": 61.999,
      "score_noise": 1.036,
      "score_pct": 64.2
    },
    {
      "student_term_id": 161,
      "subject_id": 1,
      "ability_subject": 58.468,
      "ability_attended": 54.223,
      "ability_termed": 55.307,
      "score_noise": 1.011,
      "score_pct": 55.9
    },
    {
      "student_term_id": 126,
      "subject_id": 2,
      "ability_subject": 68.4,
      "ability_attended": 60.336,
      "ability_termed": 58.526,
      "score_noise": 1.002,
      "score_pct": 58.6
    },
    {
      "student_term_id": 144,
      "subject_id": 1,
      "ability_subject": 68.15,
      "ability_attended": 64.313,
      "ability_termed": 64.313,
      "score_noise": 0.959,
      "score_pct": 61.7
    },
    {
      "student_term_id": 81,
      "subject_id": 1,
      "ability_subject": 61.946,
      "ability_attended": 57.938,
      "ability_termed": 56.2,
      "score_noise": 1.014,
      "score_pct": 57
    },
    {
      "student_term_id": 41,
      "subject_id": 4,
      "ability_subject": 68.289,
      "ability_attended": 60.333,
      "ability_termed": 61.54,
      "score_noise": 1.001,
      "score_pct": 61.6
    },
    {
      "student_term_id": 94,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 60.286,
      "ability_termed": 60.286,
      "score_noise": 1.011,
      "score_pct": 60.9
    },
    {
      "student_term_id": 46,
      "subject_id": 2,
      "ability_subject": 64.9,
      "ability_attended": 56.612,
      "ability_termed": 57.744,
      "score_noise": 0.957,
      "score_pct": 55.3
    },
    {
      "student_term_id": 164,
      "subject_id": 3,
      "ability_subject": 72.653,
      "ability_attended": 65.388,
      "ability_termed": 65.388,
      "score_noise": 0.986,
      "score_pct": 64.5
    },
    {
      "student_term_id": 129,
      "subject_id": 3,
      "ability_subject": 72.265,
      "ability_attended": 67.748,
      "ability_termed": 65.716,
      "score_noise": 0.966,
      "score_pct": 63.5
    },
    {
      "student_term_id": 93,
      "subject_id": 3,
      "ability_subject": 72.265,
      "ability_attended": 70.711,
      "ability_termed": 70.711,
      "score_noise": 0.988,
      "score_pct": 69.9
    },
    {
      "student_term_id": 33,
      "subject_id": 2,
      "ability_subject": 64.4,
      "ability_attended": 58.211,
      "ability_termed": 58.211,
      "score_noise": 1.009,
      "score_pct": 58.7
    },
    {
      "student_term_id": 138,
      "subject_id": 2,
      "ability_subject": 75.6,
      "ability_attended": 70.21,
      "ability_termed": 70.21,
      "score_noise": 0.973,
      "score_pct": 68.3
    },
    {
      "student_term_id": 134,
      "subject_id": 1,
      "ability_subject": 62.698,
      "ability_attended": 58.648,
      "ability_termed": 58.648,
      "score_noise": 1.004,
      "score_pct": 58.9
    },
    {
      "student_term_id": 190,
      "subject_id": 1,
      "ability_subject": 63.732,
      "ability_attended": 57.429,
      "ability_termed": 55.706,
      "score_noise": 0.988,
      "score_pct": 55
    },
    {
      "student_term_id": 79,
      "subject_id": 1,
      "ability_subject": 67.68,
      "ability_attended": 61.406,
      "ability_termed": 61.406,
      "score_noise": 0.975,
      "score_pct": 59.9
    },
    {
      "student_term_id": 97,
      "subject_id": 3,
      "ability_subject": 80.025,
      "ability_attended": 72.919,
      "ability_termed": 70.731,
      "score_noise": 1.014,
      "score_pct": 71.7
    },
    {
      "student_term_id": 112,
      "subject_id": 2,
      "ability_subject": 66.3,
      "ability_attended": 59.909,
      "ability_termed": 58.112,
      "score_noise": 0.997,
      "score_pct": 57.9
    },
    {
      "student_term_id": 62,
      "subject_id": 3,
      "ability_subject": 70.131,
      "ability_attended": 62.795,
      "ability_termed": 60.911,
      "score_noise": 0.971,
      "score_pct": 59.1
    },
    {
      "student_term_id": 80,
      "subject_id": 1,
      "ability_subject": 68.244,
      "ability_attended": 61.645,
      "ability_termed": 62.878,
      "score_noise": 1.026,
      "score_pct": 64.5
    },
    {
      "student_term_id": 85,
      "subject_id": 2,
      "ability_subject": 77.2,
      "ability_attended": 70.777,
      "ability_termed": 68.654,
      "score_noise": 1.003,
      "score_pct": 68.9
    },
    {
      "student_term_id": 122,
      "subject_id": 4,
      "ability_subject": 68.701,
      "ability_attended": 62.236,
      "ability_termed": 60.369,
      "score_noise": 0.998,
      "score_pct": 60.2
    },
    {
      "student_term_id": 147,
      "subject_id": 4,
      "ability_subject": 78.692,
      "ability_attended": 74.569,
      "ability_termed": 74.569,
      "score_noise": 0.993,
      "score_pct": 74
    },
    {
      "student_term_id": 105,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 54.585,
      "ability_termed": 52.947,
      "score_noise": 1.009,
      "score_pct": 53.4
    },
    {
      "student_term_id": 231,
      "subject_id": 2,
      "ability_subject": 75.8,
      "ability_attended": 66.689,
      "ability_termed": 66.689,
      "score_noise": 1.006,
      "score_pct": 67.1
    },
    {
      "student_term_id": 132,
      "subject_id": 1,
      "ability_subject": 64.954,
      "ability_attended": 61.005,
      "ability_termed": 61.005,
      "score_noise": 1.029,
      "score_pct": 62.8
    },
    {
      "student_term_id": 186,
      "subject_id": 2,
      "ability_subject": 59.6,
      "ability_attended": 54.254,
      "ability_termed": 52.626,
      "score_noise": 0.98,
      "score_pct": 51.6
    },
    {
      "student_term_id": 7,
      "subject_id": 1,
      "ability_subject": 58.374,
      "ability_attended": 49.081,
      "ability_termed": 49.081,
      "score_noise": 1.002,
      "score_pct": 49.2
    },
    {
      "student_term_id": 201,
      "subject_id": 1,
      "ability_subject": 69.372,
      "ability_attended": 62.199,
      "ability_termed": 63.443,
      "score_noise": 1.001,
      "score_pct": 63.5
    },
    {
      "student_term_id": 202,
      "subject_id": 3,
      "ability_subject": 70.131,
      "ability_attended": 61.778,
      "ability_termed": 63.014,
      "score_noise": 0.994,
      "score_pct": 62.6
    },
    {
      "student_term_id": 78,
      "subject_id": 2,
      "ability_subject": 70.2,
      "ability_attended": 68.087,
      "ability_termed": 68.087,
      "score_noise": 1.021,
      "score_pct": 69.5
    },
    {
      "student_term_id": 75,
      "subject_id": 1,
      "ability_subject": 61.1,
      "ability_attended": 57.874,
      "ability_termed": 59.031,
      "score_noise": 0.998,
      "score_pct": 58.9
    },
    {
      "student_term_id": 216,
      "subject_id": 3,
      "ability_subject": 70.713,
      "ability_attended": 59.547,
      "ability_termed": 57.761,
      "score_noise": 1.042,
      "score_pct": 60.2
    },
    {
      "student_term_id": 221,
      "subject_id": 3,
      "ability_subject": 62.856,
      "ability_attended": 59.757,
      "ability_termed": 59.757,
      "score_noise": 0.983,
      "score_pct": 58.7
    },
    {
      "student_term_id": 103,
      "subject_id": 3,
      "ability_subject": 72.653,
      "ability_attended": 69.856,
      "ability_termed": 71.253,
      "score_noise": 0.97,
      "score_pct": 69.1
    },
    {
      "student_term_id": 69,
      "subject_id": 3,
      "ability_subject": 64.699,
      "ability_attended": 58.999,
      "ability_termed": 60.179,
      "score_noise": 0.98,
      "score_pct": 59
    },
    {
      "student_term_id": 23,
      "subject_id": 1,
      "ability_subject": 65.706,
      "ability_attended": 57.48,
      "ability_termed": 55.756,
      "score_noise": 1.038,
      "score_pct": 57.9
    },
    {
      "student_term_id": 56,
      "subject_id": 3,
      "ability_subject": 60.431,
      "ability_attended": 55.349,
      "ability_termed": 53.689,
      "score_noise": 0.982,
      "score_pct": 52.7
    },
    {
      "student_term_id": 58,
      "subject_id": 3,
      "ability_subject": 69.743,
      "ability_attended": 57.998,
      "ability_termed": 59.158,
      "score_noise": 1.016,
      "score_pct": 60.1
    },
    {
      "student_term_id": 57,
      "subject_id": 3,
      "ability_subject": 56.939,
      "ability_attended": 51.2,
      "ability_termed": 51.2,
      "score_noise": 0.997,
      "score_pct": 51
    },
    {
      "student_term_id": 97,
      "subject_id": 2,
      "ability_subject": 82.5,
      "ability_attended": 75.174,
      "ability_termed": 72.919,
      "score_noise": 0.956,
      "score_pct": 69.7
    },
    {
      "student_term_id": 60,
      "subject_id": 1,
      "ability_subject": 65.706,
      "ability_attended": 58.15,
      "ability_termed": 59.313,
      "score_noise": 0.955,
      "score_pct": 56.6
    },
    {
      "student_term_id": 149,
      "subject_id": 2,
      "ability_subject": 75.9,
      "ability_attended": 68.72,
      "ability_termed": 70.094,
      "score_noise": 0.973,
      "score_pct": 68.2
    },
    {
      "student_term_id": 153,
      "subject_id": 1,
      "ability_subject": 71.252,
      "ability_attended": 59.937,
      "ability_termed": 61.136,
      "score_noise": 0.989,
      "score_pct": 60.5
    },
    {
      "student_term_id": 171,
      "subject_id": 2,
      "ability_subject": 66.5,
      "ability_attended": 61.519,
      "ability_termed": 59.673,
      "score_noise": 1,
      "score_pct": 59.7
    },
    {
      "student_term_id": 174,
      "subject_id": 4,
      "ability_subject": 84.975,
      "ability_attended": 77.931,
      "ability_termed": 79.49,
      "score_noise": 0.998,
      "score_pct": 79.3
    },
    {
      "student_term_id": 167,
      "subject_id": 2,
      "ability_subject": 67.2,
      "ability_attended": 61.293,
      "ability_termed": 61.293,
      "score_noise": 1.036,
      "score_pct": 63.5
    },
    {
      "student_term_id": 45,
      "subject_id": 2,
      "ability_subject": 73,
      "ability_attended": 67.007,
      "ability_termed": 67.007,
      "score_noise": 0.999,
      "score_pct": 66.9
    },
    {
      "student_term_id": 146,
      "subject_id": 4,
      "ability_subject": 81.782,
      "ability_attended": 79.476,
      "ability_termed": 79.476,
      "score_noise": 0.974,
      "score_pct": 77.4
    },
    {
      "student_term_id": 4,
      "subject_id": 2,
      "ability_subject": 67.2,
      "ability_attended": 61.118,
      "ability_termed": 62.34,
      "score_noise": 1.022,
      "score_pct": 63.7
    },
    {
      "student_term_id": 237,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 54.408,
      "ability_termed": 55.496,
      "score_noise": 1.018,
      "score_pct": 56.5
    },
    {
      "student_term_id": 227,
      "subject_id": 3,
      "ability_subject": 72.653,
      "ability_attended": 63.39,
      "ability_termed": 61.488,
      "score_noise": 1.013,
      "score_pct": 62.3
    },
    {
      "student_term_id": 139,
      "subject_id": 4,
      "ability_subject": 72.306,
      "ability_attended": 67.787,
      "ability_termed": 65.753,
      "score_noise": 1.02,
      "score_pct": 67.1
    },
    {
      "student_term_id": 101,
      "subject_id": 2,
      "ability_subject": 82.5,
      "ability_attended": 76.23,
      "ability_termed": 76.23,
      "score_noise": 0.991,
      "score_pct": 75.5
    },
    {
      "student_term_id": 132,
      "subject_id": 4,
      "ability_subject": 71.173,
      "ability_attended": 66.846,
      "ability_termed": 66.846,
      "score_noise": 0.986,
      "score_pct": 65.9
    },
    {
      "student_term_id": 41,
      "subject_id": 3,
      "ability_subject": 64.311,
      "ability_attended": 56.819,
      "ability_termed": 57.955,
      "score_noise": 1.002,
      "score_pct": 58.1
    },
    {
      "student_term_id": 78,
      "subject_id": 1,
      "ability_subject": 65.988,
      "ability_attended": 64.002,
      "ability_termed": 64.002,
      "score_noise": 0.977,
      "score_pct": 62.5
    },
    {
      "student_term_id": 11,
      "subject_id": 4,
      "ability_subject": 74.057,
      "ability_attended": 67.029,
      "ability_termed": 67.029,
      "score_noise": 1.001,
      "score_pct": 67.1
    },
    {
      "student_term_id": 227,
      "subject_id": 4,
      "ability_subject": 77.147,
      "ability_attended": 67.311,
      "ability_termed": 65.292,
      "score_noise": 0.973,
      "score_pct": 63.5
    },
    {
      "student_term_id": 197,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 54.778,
      "ability_termed": 55.874,
      "score_noise": 1.03,
      "score_pct": 57.6
    },
    {
      "student_term_id": 67,
      "subject_id": 4,
      "ability_subject": 78.28,
      "ability_attended": 66.358,
      "ability_termed": 67.685,
      "score_noise": 0.98,
      "score_pct": 66.3
    },
    {
      "student_term_id": 205,
      "subject_id": 3,
      "ability_subject": 67.027,
      "ability_attended": 63.495,
      "ability_termed": 64.765,
      "score_noise": 1.008,
      "score_pct": 65.3
    },
    {
      "student_term_id": 53,
      "subject_id": 1,
      "ability_subject": 71.44,
      "ability_attended": 60.724,
      "ability_termed": 60.724,
      "score_noise": 0.988,
      "score_pct": 60
    },
    {
      "student_term_id": 121,
      "subject_id": 2,
      "ability_subject": 75,
      "ability_attended": 64.132,
      "ability_termed": 64.132,
      "score_noise": 0.99,
      "score_pct": 63.5
    },
    {
      "student_term_id": 173,
      "subject_id": 3,
      "ability_subject": 71.295,
      "ability_attended": 60.879,
      "ability_termed": 60.879,
      "score_noise": 1.045,
      "score_pct": 63.6
    },
    {
      "student_term_id": 145,
      "subject_id": 2,
      "ability_subject": 76.1,
      "ability_attended": 68.513,
      "ability_termed": 69.883,
      "score_noise": 1.017,
      "score_pct": 71.1
    },
    {
      "student_term_id": 231,
      "subject_id": 3,
      "ability_subject": 73.526,
      "ability_attended": 64.688,
      "ability_termed": 64.688,
      "score_noise": 1.001,
      "score_pct": 64.8
    },
    {
      "student_term_id": 66,
      "subject_id": 2,
      "ability_subject": 75.9,
      "ability_attended": 72.576,
      "ability_termed": 72.576,
      "score_noise": 1.019,
      "score_pct": 74
    },
    {
      "student_term_id": 63,
      "subject_id": 4,
      "ability_subject": 78.383,
      "ability_attended": 73.351,
      "ability_termed": 73.351,
      "score_noise": 1.004,
      "score_pct": 73.6
    },
    {
      "student_term_id": 142,
      "subject_id": 3,
      "ability_subject": 58.394,
      "ability_attended": 56.578,
      "ability_termed": 56.578,
      "score_noise": 0.991,
      "score_pct": 56.1
    },
    {
      "student_term_id": 79,
      "subject_id": 4,
      "ability_subject": 74.16,
      "ability_attended": 67.285,
      "ability_termed": 67.285,
      "score_noise": 1.018,
      "score_pct": 68.5
    },
    {
      "student_term_id": 121,
      "subject_id": 4,
      "ability_subject": 77.25,
      "ability_attended": 66.056,
      "ability_termed": 66.056,
      "score_noise": 0.953,
      "score_pct": 63
    },
    {
      "student_term_id": 227,
      "subject_id": 1,
      "ability_subject": 70.406,
      "ability_attended": 61.429,
      "ability_termed": 59.586,
      "score_noise": 0.981,
      "score_pct": 58.5
    },
    {
      "student_term_id": 235,
      "subject_id": 1,
      "ability_subject": 65.706,
      "ability_attended": 57.118,
      "ability_termed": 58.26,
      "score_noise": 0.991,
      "score_pct": 57.7
    },
    {
      "student_term_id": 231,
      "subject_id": 1,
      "ability_subject": 71.252,
      "ability_attended": 62.688,
      "ability_termed": 62.688,
      "score_noise": 0.987,
      "score_pct": 61.9
    },
    {
      "student_term_id": 27,
      "subject_id": 4,
      "ability_subject": 74.469,
      "ability_attended": 67.104,
      "ability_termed": 67.104,
      "score_noise": 0.997,
      "score_pct": 66.9
    },
    {
      "student_term_id": 86,
      "subject_id": 2,
      "ability_subject": 77.3,
      "ability_attended": 74.301,
      "ability_termed": 74.301,
      "score_noise": 1.018,
      "score_pct": 75.6
    },
    {
      "student_term_id": 17,
      "subject_id": 1,
      "ability_subject": 67.398,
      "ability_attended": 59.58,
      "ability_termed": 57.793,
      "score_noise": 1.028,
      "score_pct": 59.4
    },
    {
      "student_term_id": 172,
      "subject_id": 4,
      "ability_subject": 68.495,
      "ability_attended": 61.625,
      "ability_termed": 59.776,
      "score_noise": 1.005,
      "score_pct": 60.1
    },
    {
      "student_term_id": 39,
      "subject_id": 3,
      "ability_subject": 72.653,
      "ability_attended": 67.967,
      "ability_termed": 65.928,
      "score_noise": 1.017,
      "score_pct": 67
    },
    {
      "student_term_id": 178,
      "subject_id": 3,
      "ability_subject": 72.944,
      "ability_attended": 68.29,
      "ability_termed": 68.29,
      "score_noise": 1.015,
      "score_pct": 69.3
    },
    {
      "student_term_id": 153,
      "subject_id": 3,
      "ability_subject": 73.526,
      "ability_attended": 61.85,
      "ability_termed": 63.087,
      "score_noise": 1.028,
      "score_pct": 64.9
    },
    {
      "student_term_id": 219,
      "subject_id": 2,
      "ability_subject": 69.7,
      "ability_attended": 65.664,
      "ability_termed": 63.694,
      "score_noise": 1.006,
      "score_pct": 64.1
    },
    {
      "student_term_id": 91,
      "subject_id": 2,
      "ability_subject": 75.2,
      "ability_attended": 67.83,
      "ability_termed": 65.795,
      "score_noise": 1.014,
      "score_pct": 66.7
    },
    {
      "student_term_id": 192,
      "subject_id": 1,
      "ability_subject": 69.372,
      "ability_attended": 63.427,
      "ability_termed": 63.427,
      "score_noise": 0.965,
      "score_pct": 61.2
    },
    {
      "student_term_id": 183,
      "subject_id": 4,
      "ability_subject": 66.95,
      "ability_attended": 63.248,
      "ability_termed": 61.351,
      "score_noise": 0.976,
      "score_pct": 59.9
    },
    {
      "student_term_id": 105,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 56.327,
      "ability_termed": 54.637,
      "score_noise": 1.033,
      "score_pct": 56.4
    },
    {
      "student_term_id": 22,
      "subject_id": 4,
      "ability_subject": 78.177,
      "ability_attended": 71.899,
      "ability_termed": 71.899,
      "score_noise": 1.029,
      "score_pct": 74
    },
    {
      "student_term_id": 52,
      "subject_id": 2,
      "ability_subject": 66.5,
      "ability_attended": 63.66,
      "ability_termed": 63.66,
      "score_noise": 1,
      "score_pct": 63.7
    },
    {
      "student_term_id": 192,
      "subject_id": 4,
      "ability_subject": 76.014,
      "ability_attended": 69.5,
      "ability_termed": 69.5,
      "score_noise": 1.016,
      "score_pct": 70.6
    },
    {
      "student_term_id": 181,
      "subject_id": 1,
      "ability_subject": 56.588,
      "ability_attended": 52.202,
      "ability_termed": 50.636,
      "score_noise": 0.97,
      "score_pct": 49.1
    },
    {
      "student_term_id": 115,
      "subject_id": 4,
      "ability_subject": 85.181,
      "ability_attended": 80.641,
      "ability_termed": 80.641,
      "score_noise": 1.018,
      "score_pct": 82.1
    },
    {
      "student_term_id": 152,
      "subject_id": 4,
      "ability_subject": 77.456,
      "ability_attended": 71.252,
      "ability_termed": 72.677,
      "score_noise": 0.965,
      "score_pct": 70.1
    },
    {
      "student_term_id": 92,
      "subject_id": 1,
      "ability_subject": 69.372,
      "ability_attended": 61.949,
      "ability_termed": 63.188,
      "score_noise": 1.01,
      "score_pct": 63.8
    },
    {
      "student_term_id": 58,
      "subject_id": 1,
      "ability_subject": 67.586,
      "ability_attended": 56.205,
      "ability_termed": 57.329,
      "score_noise": 0.995,
      "score_pct": 57
    },
    {
      "student_term_id": 233,
      "subject_id": 1,
      "ability_subject": 67.586,
      "ability_attended": 56.13,
      "ability_termed": 54.446,
      "score_noise": 0.989,
      "score_pct": 53.8
    },
    {
      "student_term_id": 135,
      "subject_id": 2,
      "ability_subject": 73.8,
      "ability_attended": 65.534,
      "ability_termed": 63.568,
      "score_noise": 0.98,
      "score_pct": 62.3
    },
    {
      "student_term_id": 178,
      "subject_id": 1,
      "ability_subject": 70.688,
      "ability_attended": 66.178,
      "ability_termed": 66.178,
      "score_noise": 0.987,
      "score_pct": 65.3
    },
    {
      "student_term_id": 218,
      "subject_id": 2,
      "ability_subject": 78.6,
      "ability_attended": 74.749,
      "ability_termed": 76.244,
      "score_noise": 1.034,
      "score_pct": 78.8
    },
    {
      "student_term_id": 20,
      "subject_id": 4,
      "ability_subject": 62.006,
      "ability_attended": 59.03,
      "ability_termed": 60.211,
      "score_noise": 0.99,
      "score_pct": 59.6
    },
    {
      "student_term_id": 44,
      "subject_id": 1,
      "ability_subject": 68.15,
      "ability_attended": 61.785,
      "ability_termed": 59.931,
      "score_noise": 0.987,
      "score_pct": 59.2
    },
    {
      "student_term_id": 201,
      "subject_id": 4,
      "ability_subject": 76.014,
      "ability_attended": 68.154,
      "ability_termed": 69.517,
      "score_noise": 1.009,
      "score_pct": 70.1
    },
    {
      "student_term_id": 172,
      "subject_id": 1,
      "ability_subject": 62.51,
      "ability_attended": 56.24,
      "ability_termed": 54.553,
      "score_noise": 0.979,
      "score_pct": 53.4
    },
    {
      "student_term_id": 223,
      "subject_id": 2,
      "ability_subject": 72.9,
      "ability_attended": 62.811,
      "ability_termed": 64.067,
      "score_noise": 1.002,
      "score_pct": 64.2
    },
    {
      "student_term_id": 82,
      "subject_id": 4,
      "ability_subject": 67.774,
      "ability_attended": 57.371,
      "ability_termed": 55.65,
      "score_noise": 0.996,
      "score_pct": 55.4
    },
    {
      "student_term_id": 65,
      "subject_id": 2,
      "ability_subject": 67.8,
      "ability_attended": 63.095,
      "ability_termed": 63.095,
      "score_noise": 1.008,
      "score_pct": 63.6
    },
    {
      "student_term_id": 27,
      "subject_id": 3,
      "ability_subject": 70.131,
      "ability_attended": 63.195,
      "ability_termed": 63.195,
      "score_noise": 1.008,
      "score_pct": 63.7
    },
    {
      "student_term_id": 39,
      "subject_id": 4,
      "ability_subject": 77.147,
      "ability_attended": 72.171,
      "ability_termed": 70.006,
      "score_noise": 0.995,
      "score_pct": 69.7
    },
    {
      "student_term_id": 209,
      "subject_id": 3,
      "ability_subject": 67.512,
      "ability_attended": 56.44,
      "ability_termed": 54.747,
      "score_noise": 0.985,
      "score_pct": 53.9
    },
    {
      "student_term_id": 78,
      "subject_id": 3,
      "ability_subject": 68.094,
      "ability_attended": 66.044,
      "ability_termed": 66.044,
      "score_noise": 0.977,
      "score_pct": 64.5
    },
    {
      "student_term_id": 203,
      "subject_id": 4,
      "ability_subject": 77.868,
      "ability_attended": 70.097,
      "ability_termed": 67.994,
      "score_noise": 1.041,
      "score_pct": 70.8
    },
    {
      "student_term_id": 90,
      "subject_id": 4,
      "ability_subject": 77.559,
      "ability_attended": 73.914,
      "ability_termed": 75.392,
      "score_noise": 1.005,
      "score_pct": 75.8
    },
    {
      "student_term_id": 173,
      "subject_id": 4,
      "ability_subject": 75.705,
      "ability_attended": 64.644,
      "ability_termed": 64.644,
      "score_noise": 1.046,
      "score_pct": 67.6
    },
    {
      "student_term_id": 234,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 55.193,
      "ability_termed": 53.537,
      "score_noise": 1.007,
      "score_pct": 53.9
    },
    {
      "student_term_id": 224,
      "subject_id": 1,
      "ability_subject": 63.262,
      "ability_attended": 59.745,
      "ability_termed": 60.94,
      "score_noise": 1.001,
      "score_pct": 61
    },
    {
      "student_term_id": 74,
      "subject_id": 4,
      "ability_subject": 69.319,
      "ability_attended": 64.779,
      "ability_termed": 62.836,
      "score_noise": 0.977,
      "score_pct": 61.4
    },
    {
      "student_term_id": 35,
      "subject_id": 4,
      "ability_subject": 61.388,
      "ability_attended": 58.048,
      "ability_termed": 58.048,
      "score_noise": 0.982,
      "score_pct": 57
    },
    {
      "student_term_id": 238,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 64.959,
      "ability_termed": 64.959,
      "score_noise": 1.013,
      "score_pct": 65.8
    },
    {
      "student_term_id": 90,
      "subject_id": 2,
      "ability_subject": 75.3,
      "ability_attended": 71.761,
      "ability_termed": 73.196,
      "score_noise": 0.981,
      "score_pct": 71.8
    },
    {
      "student_term_id": 206,
      "subject_id": 1,
      "ability_subject": 70.5,
      "ability_attended": 58.127,
      "ability_termed": 56.383,
      "score_noise": 1.001,
      "score_pct": 56.4
    },
    {
      "student_term_id": 214,
      "subject_id": 3,
      "ability_subject": 74.496,
      "ability_attended": 67.568,
      "ability_termed": 68.919,
      "score_noise": 0.989,
      "score_pct": 68.2
    },
    {
      "student_term_id": 109,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 61.558,
      "ability_termed": 61.558,
      "score_noise": 1.014,
      "score_pct": 62.4
    },
    {
      "student_term_id": 37,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 56.691,
      "ability_termed": 56.691,
      "score_noise": 0.976,
      "score_pct": 55.3
    },
    {
      "student_term_id": 74,
      "subject_id": 3,
      "ability_subject": 65.281,
      "ability_attended": 61.005,
      "ability_termed": 59.175,
      "score_noise": 1.005,
      "score_pct": 59.5
    },
    {
      "student_term_id": 159,
      "subject_id": 1,
      "ability_subject": 65.424,
      "ability_attended": 54.995,
      "ability_termed": 56.095,
      "score_noise": 0.999,
      "score_pct": 56
    },
    {
      "student_term_id": 184,
      "subject_id": 2,
      "ability_subject": 82.7,
      "ability_attended": 76.026,
      "ability_termed": 77.547,
      "score_noise": 0.989,
      "score_pct": 76.7
    },
    {
      "student_term_id": 195,
      "subject_id": 4,
      "ability_subject": 78.074,
      "ability_attended": 62.061,
      "ability_termed": 60.199,
      "score_noise": 0.997,
      "score_pct": 60
    },
    {
      "student_term_id": 76,
      "subject_id": 1,
      "ability_subject": 61.758,
      "ability_attended": 54.687,
      "ability_termed": 54.687,
      "score_noise": 0.95,
      "score_pct": 52
    },
    {
      "student_term_id": 162,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 56.336,
      "ability_termed": 54.646,
      "score_noise": 1.013,
      "score_pct": 55.4
    },
    {
      "student_term_id": 133,
      "subject_id": 3,
      "ability_subject": 64.311,
      "ability_attended": 56.883,
      "ability_termed": 56.883,
      "score_noise": 1.01,
      "score_pct": 57.5
    },
    {
      "student_term_id": 28,
      "subject_id": 4,
      "ability_subject": 75.911,
      "ability_attended": 64.13,
      "ability_termed": 65.413,
      "score_noise": 1.025,
      "score_pct": 67
    },
    {
      "student_term_id": 193,
      "subject_id": 4,
      "ability_subject": 67.774,
      "ability_attended": 58.713,
      "ability_termed": 58.713,
      "score_noise": 1.02,
      "score_pct": 59.9
    },
    {
      "student_term_id": 46,
      "subject_id": 1,
      "ability_subject": 61.006,
      "ability_attended": 53.216,
      "ability_termed": 54.28,
      "score_noise": 0.986,
      "score_pct": 53.5
    },
    {
      "student_term_id": 161,
      "subject_id": 2,
      "ability_subject": 62.2,
      "ability_attended": 57.684,
      "ability_termed": 58.838,
      "score_noise": 0.994,
      "score_pct": 58.5
    },
    {
      "student_term_id": 204,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 57.138,
      "ability_termed": 55.424,
      "score_noise": 0.984,
      "score_pct": 54.5
    },
    {
      "student_term_id": 118,
      "subject_id": 4,
      "ability_subject": 66.744,
      "ability_attended": 63.373,
      "ability_termed": 61.472,
      "score_noise": 1.014,
      "score_pct": 62.3
    },
    {
      "student_term_id": 191,
      "subject_id": 3,
      "ability_subject": 62.759,
      "ability_attended": 53.414,
      "ability_termed": 53.414,
      "score_noise": 1.01,
      "score_pct": 53.9
    },
    {
      "student_term_id": 176,
      "subject_id": 4,
      "ability_subject": 60.461,
      "ability_attended": 53.175,
      "ability_termed": 51.58,
      "score_noise": 1.024,
      "score_pct": 52.8
    },
    {
      "student_term_id": 135,
      "subject_id": 1,
      "ability_subject": 69.372,
      "ability_attended": 61.602,
      "ability_termed": 59.754,
      "score_noise": 0.996,
      "score_pct": 59.5
    },
    {
      "student_term_id": 10,
      "subject_id": 4,
      "ability_subject": 65.817,
      "ability_attended": 60.953,
      "ability_termed": 59.124,
      "score_noise": 1.035,
      "score_pct": 61.2
    },
    {
      "student_term_id": 70,
      "subject_id": 2,
      "ability_subject": 71.4,
      "ability_attended": 59.526,
      "ability_termed": 60.717,
      "score_noise": 1.03,
      "score_pct": 62.5
    },
    {
      "student_term_id": 148,
      "subject_id": 4,
      "ability_subject": 78.074,
      "ability_attended": 66.714,
      "ability_termed": 64.713,
      "score_noise": 0.962,
      "score_pct": 62.3
    },
    {
      "student_term_id": 44,
      "subject_id": 3,
      "ability_subject": 70.325,
      "ability_attended": 63.757,
      "ability_termed": 61.844,
      "score_noise": 1.037,
      "score_pct": 64.1
    },
    {
      "student_term_id": 168,
      "subject_id": 1,
      "ability_subject": 65.894,
      "ability_attended": 59.878,
      "ability_termed": 61.076,
      "score_noise": 0.989,
      "score_pct": 60.4
    },
    {
      "student_term_id": 28,
      "subject_id": 2,
      "ability_subject": 73.7,
      "ability_attended": 62.262,
      "ability_termed": 63.507,
      "score_noise": 1.007,
      "score_pct": 64
    },
    {
      "student_term_id": 168,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 65.611,
      "ability_termed": 66.923,
      "score_noise": 0.994,
      "score_pct": 66.5
    },
    {
      "student_term_id": 188,
      "subject_id": 4,
      "ability_subject": 59.431,
      "ability_attended": 52.917,
      "ability_termed": 53.975,
      "score_noise": 1.008,
      "score_pct": 54.4
    },
    {
      "student_term_id": 141,
      "subject_id": 2,
      "ability_subject": 71.6,
      "ability_attended": 66.488,
      "ability_termed": 64.493,
      "score_noise": 1.015,
      "score_pct": 65.5
    },
    {
      "student_term_id": 40,
      "subject_id": 2,
      "ability_subject": 68.5,
      "ability_attended": 56.697,
      "ability_termed": 56.697,
      "score_noise": 0.966,
      "score_pct": 54.8
    },
    {
      "student_term_id": 6,
      "subject_id": 2,
      "ability_subject": 73.8,
      "ability_attended": 68.486,
      "ability_termed": 68.486,
      "score_noise": 0.952,
      "score_pct": 65.2
    },
    {
      "student_term_id": 136,
      "subject_id": 1,
      "ability_subject": 64.954,
      "ability_attended": 61.011,
      "ability_termed": 59.181,
      "score_noise": 0.989,
      "score_pct": 58.5
    },
    {
      "student_term_id": 159,
      "subject_id": 2,
      "ability_subject": 69.6,
      "ability_attended": 58.506,
      "ability_termed": 59.676,
      "score_noise": 0.999,
      "score_pct": 59.6
    },
    {
      "student_term_id": 76,
      "subject_id": 3,
      "ability_subject": 63.729,
      "ability_attended": 56.432,
      "ability_termed": 56.432,
      "score_noise": 0.99,
      "score_pct": 55.9
    },
    {
      "student_term_id": 79,
      "subject_id": 3,
      "ability_subject": 69.84,
      "ability_attended": 63.366,
      "ability_termed": 63.366,
      "score_noise": 0.979,
      "score_pct": 62
    },
    {
      "student_term_id": 116,
      "subject_id": 3,
      "ability_subject": 73.041,
      "ability_attended": 69.791,
      "ability_termed": 69.791,
      "score_noise": 1.02,
      "score_pct": 71.2
    },
    {
      "student_term_id": 205,
      "subject_id": 4,
      "ability_subject": 71.173,
      "ability_attended": 67.422,
      "ability_termed": 68.77,
      "score_noise": 1.017,
      "score_pct": 69.9
    },
    {
      "student_term_id": 92,
      "subject_id": 2,
      "ability_subject": 73.8,
      "ability_attended": 65.903,
      "ability_termed": 67.221,
      "score_noise": 0.972,
      "score_pct": 65.3
    },
    {
      "student_term_id": 53,
      "subject_id": 4,
      "ability_subject": 78.28,
      "ability_attended": 66.538,
      "ability_termed": 66.538,
      "score_noise": 1.01,
      "score_pct": 67.2
    },
    {
      "student_term_id": 166,
      "subject_id": 4,
      "ability_subject": 61.388,
      "ability_attended": 55.955,
      "ability_termed": 57.074,
      "score_noise": 1.018,
      "score_pct": 58.1
    },
    {
      "student_term_id": 139,
      "subject_id": 3,
      "ability_subject": 68.094,
      "ability_attended": 63.838,
      "ability_termed": 61.923,
      "score_noise": 0.999,
      "score_pct": 61.9
    },
    {
      "student_term_id": 16,
      "subject_id": 1,
      "ability_subject": 64.954,
      "ability_attended": 60.713,
      "ability_termed": 58.892,
      "score_noise": 0.994,
      "score_pct": 58.5
    },
    {
      "student_term_id": 21,
      "subject_id": 1,
      "ability_subject": 61.852,
      "ability_attended": 52.494,
      "ability_termed": 53.544,
      "score_noise": 1.034,
      "score_pct": 55.4
    },
    {
      "student_term_id": 142,
      "subject_id": 4,
      "ability_subject": 62.006,
      "ability_attended": 60.078,
      "ability_termed": 60.078,
      "score_noise": 0.983,
      "score_pct": 59.1
    },
    {
      "student_term_id": 230,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 60.405,
      "ability_termed": 60.405,
      "score_noise": 0.976,
      "score_pct": 59
    },
    {
      "student_term_id": 4,
      "subject_id": 3,
      "ability_subject": 65.184,
      "ability_attended": 59.285,
      "ability_termed": 60.471,
      "score_noise": 1.017,
      "score_pct": 61.5
    },
    {
      "student_term_id": 53,
      "subject_id": 3,
      "ability_subject": 73.72,
      "ability_attended": 62.662,
      "ability_termed": 62.662,
      "score_noise": 0.995,
      "score_pct": 62.3
    },
    {
      "student_term_id": 187,
      "subject_id": 1,
      "ability_subject": 63.168,
      "ability_attended": 56.851,
      "ability_termed": 55.145,
      "score_noise": 1,
      "score_pct": 55.1
    },
    {
      "student_term_id": 51,
      "subject_id": 3,
      "ability_subject": 73.817,
      "ability_attended": 65.623,
      "ability_termed": 63.654,
      "score_noise": 1,
      "score_pct": 63.7
    },
    {
      "student_term_id": 124,
      "subject_id": 3,
      "ability_subject": 64.117,
      "ability_attended": 58.5,
      "ability_termed": 59.67,
      "score_noise": 1.04,
      "score_pct": 62.1
    },
    {
      "student_term_id": 103,
      "subject_id": 2,
      "ability_subject": 74.9,
      "ability_attended": 72.016,
      "ability_termed": 73.456,
      "score_noise": 1.035,
      "score_pct": 76
    },
    {
      "student_term_id": 124,
      "subject_id": 2,
      "ability_subject": 66.1,
      "ability_attended": 60.31,
      "ability_termed": 61.516,
      "score_noise": 1.009,
      "score_pct": 62.1
    },
    {
      "student_term_id": 104,
      "subject_id": 1,
      "ability_subject": 64.954,
      "ability_attended": 62.064,
      "ability_termed": 62.064,
      "score_noise": 1.02,
      "score_pct": 63.3
    },
    {
      "student_term_id": 45,
      "subject_id": 4,
      "ability_subject": 75.19,
      "ability_attended": 69.017,
      "ability_termed": 69.017,
      "score_noise": 1.004,
      "score_pct": 69.3
    },
    {
      "student_term_id": 196,
      "subject_id": 2,
      "ability_subject": 66.1,
      "ability_attended": 61.321,
      "ability_termed": 61.321,
      "score_noise": 0.979,
      "score_pct": 60
    },
    {
      "student_term_id": 197,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 60.022,
      "ability_termed": 61.222,
      "score_noise": 1.017,
      "score_pct": 62.3
    },
    {
      "student_term_id": 219,
      "subject_id": 3,
      "ability_subject": 67.609,
      "ability_attended": 63.694,
      "ability_termed": 61.783,
      "score_noise": 1.031,
      "score_pct": 63.7
    },
    {
      "student_term_id": 131,
      "subject_id": 1,
      "ability_subject": 63.45,
      "ability_attended": 59.941,
      "ability_termed": 59.941,
      "score_noise": 1.038,
      "score_pct": 62.2
    },
    {
      "student_term_id": 126,
      "subject_id": 3,
      "ability_subject": 66.348,
      "ability_attended": 58.526,
      "ability_termed": 56.77,
      "score_noise": 0.966,
      "score_pct": 54.8
    },
    {
      "student_term_id": 127,
      "subject_id": 3,
      "ability_subject": 66.348,
      "ability_attended": 61.697,
      "ability_termed": 61.697,
      "score_noise": 1.013,
      "score_pct": 62.5
    },
    {
      "student_term_id": 14,
      "subject_id": 1,
      "ability_subject": 67.116,
      "ability_attended": 55.653,
      "ability_termed": 53.983,
      "score_noise": 1.005,
      "score_pct": 54.3
    },
    {
      "student_term_id": 19,
      "subject_id": 4,
      "ability_subject": 78.074,
      "ability_attended": 68.65,
      "ability_termed": 70.023,
      "score_noise": 1.024,
      "score_pct": 71.7
    },
    {
      "student_term_id": 118,
      "subject_id": 2,
      "ability_subject": 64.8,
      "ability_attended": 61.528,
      "ability_termed": 59.682,
      "score_noise": 0.972,
      "score_pct": 58
    },
    {
      "student_term_id": 184,
      "subject_id": 1,
      "ability_subject": 77.738,
      "ability_attended": 71.465,
      "ability_termed": 72.894,
      "score_noise": 0.999,
      "score_pct": 72.8
    },
    {
      "student_term_id": 57,
      "subject_id": 4,
      "ability_subject": 60.461,
      "ability_attended": 54.367,
      "ability_termed": 54.367,
      "score_noise": 0.962,
      "score_pct": 52.3
    },
    {
      "student_term_id": 111,
      "subject_id": 2,
      "ability_subject": 62.3,
      "ability_attended": 58.512,
      "ability_termed": 58.512,
      "score_noise": 1.01,
      "score_pct": 59.1
    },
    {
      "student_term_id": 164,
      "subject_id": 2,
      "ability_subject": 74.9,
      "ability_attended": 67.41,
      "ability_termed": 67.41,
      "score_noise": 1.005,
      "score_pct": 67.7
    },
    {
      "student_term_id": 188,
      "subject_id": 1,
      "ability_subject": 54.238,
      "ability_attended": 48.294,
      "ability_termed": 49.26,
      "score_noise": 1.002,
      "score_pct": 49.4
    },
    {
      "student_term_id": 238,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 63.067,
      "ability_termed": 63.067,
      "score_noise": 1.023,
      "score_pct": 64.5
    },
    {
      "student_term_id": 169,
      "subject_id": 4,
      "ability_subject": 79.104,
      "ability_attended": 72.135,
      "ability_termed": 69.971,
      "score_noise": 1.003,
      "score_pct": 70.2
    },
    {
      "student_term_id": 71,
      "subject_id": 4,
      "ability_subject": 66.641,
      "ability_attended": 55.819,
      "ability_termed": 54.144,
      "score_noise": 0.979,
      "score_pct": 53
    },
    {
      "student_term_id": 239,
      "subject_id": 1,
      "ability_subject": 67.398,
      "ability_attended": 60.854,
      "ability_termed": 60.854,
      "score_noise": 0.983,
      "score_pct": 59.8
    },
    {
      "student_term_id": 72,
      "subject_id": 4,
      "ability_subject": 65.817,
      "ability_attended": 62.638,
      "ability_termed": 62.638,
      "score_noise": 1.022,
      "score_pct": 64
    },
    {
      "student_term_id": 23,
      "subject_id": 2,
      "ability_subject": 69.9,
      "ability_attended": 61.149,
      "ability_termed": 59.315,
      "score_noise": 0.985,
      "score_pct": 58.4
    },
    {
      "student_term_id": 96,
      "subject_id": 2,
      "ability_subject": 67.3,
      "ability_attended": 64.043,
      "ability_termed": 64.043,
      "score_noise": 0.989,
      "score_pct": 63.3
    },
    {
      "student_term_id": 96,
      "subject_id": 3,
      "ability_subject": 65.281,
      "ability_attended": 62.121,
      "ability_termed": 62.121,
      "score_noise": 0.953,
      "score_pct": 59.2
    },
    {
      "student_term_id": 38,
      "subject_id": 2,
      "ability_subject": 71.3,
      "ability_attended": 65.09,
      "ability_termed": 66.392,
      "score_noise": 0.974,
      "score_pct": 64.7
    },
    {
      "student_term_id": 131,
      "subject_id": 3,
      "ability_subject": 65.475,
      "ability_attended": 61.854,
      "ability_termed": 61.854,
      "score_noise": 1.013,
      "score_pct": 62.7
    },
    {
      "student_term_id": 230,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 56.886,
      "ability_termed": 56.886,
      "score_noise": 1.027,
      "score_pct": 58.4
    },
    {
      "student_term_id": 112,
      "subject_id": 3,
      "ability_subject": 64.311,
      "ability_attended": 58.111,
      "ability_termed": 56.368,
      "score_noise": 0.958,
      "score_pct": 54
    },
    {
      "student_term_id": 3,
      "subject_id": 3,
      "ability_subject": 73.332,
      "ability_attended": 68.074,
      "ability_termed": 69.435,
      "score_noise": 0.974,
      "score_pct": 67.6
    },
    {
      "student_term_id": 15,
      "subject_id": 3,
      "ability_subject": 67.415,
      "ability_attended": 62.521,
      "ability_termed": 63.771,
      "score_noise": 1.012,
      "score_pct": 64.5
    },
    {
      "student_term_id": 49,
      "subject_id": 2,
      "ability_subject": 74.9,
      "ability_attended": 72.286,
      "ability_termed": 72.286,
      "score_noise": 1.007,
      "score_pct": 72.8
    },
    {
      "student_term_id": 7,
      "subject_id": 3,
      "ability_subject": 60.237,
      "ability_attended": 50.647,
      "ability_termed": 50.647,
      "score_noise": 1.019,
      "score_pct": 51.6
    },
    {
      "student_term_id": 122,
      "subject_id": 2,
      "ability_subject": 66.7,
      "ability_attended": 60.424,
      "ability_termed": 58.611,
      "score_noise": 1.004,
      "score_pct": 58.8
    },
    {
      "student_term_id": 125,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 54.39,
      "ability_termed": 55.478,
      "score_noise": 1.019,
      "score_pct": 56.5
    },
    {
      "student_term_id": 96,
      "subject_id": 4,
      "ability_subject": 69.319,
      "ability_attended": 65.964,
      "ability_termed": 65.964,
      "score_noise": 0.977,
      "score_pct": 64.4
    },
    {
      "student_term_id": 66,
      "subject_id": 4,
      "ability_subject": 78.177,
      "ability_attended": 74.753,
      "ability_termed": 74.753,
      "score_noise": 1.007,
      "score_pct": 75.3
    },
    {
      "student_term_id": 22,
      "subject_id": 2,
      "ability_subject": 75.9,
      "ability_attended": 69.805,
      "ability_termed": 69.805,
      "score_noise": 1.017,
      "score_pct": 71
    },
    {
      "student_term_id": 218,
      "subject_id": 1,
      "ability_subject": 73.884,
      "ability_attended": 70.264,
      "ability_termed": 71.669,
      "score_noise": 0.992,
      "score_pct": 71.1
    },
    {
      "student_term_id": 69,
      "subject_id": 2,
      "ability_subject": 66.7,
      "ability_attended": 60.824,
      "ability_termed": 62.04,
      "score_noise": 1.017,
      "score_pct": 63.1
    },
    {
      "student_term_id": 47,
      "subject_id": 4,
      "ability_subject": 75.19,
      "ability_attended": 66.37,
      "ability_termed": 64.379,
      "score_noise": 1.003,
      "score_pct": 64.6
    },
    {
      "student_term_id": 102,
      "subject_id": 4,
      "ability_subject": 69.937,
      "ability_attended": 66.538,
      "ability_termed": 64.542,
      "score_noise": 0.984,
      "score_pct": 63.5
    },
    {
      "student_term_id": 116,
      "subject_id": 4,
      "ability_subject": 77.559,
      "ability_attended": 74.108,
      "ability_termed": 74.108,
      "score_noise": 1.012,
      "score_pct": 75
    },
    {
      "student_term_id": 52,
      "subject_id": 4,
      "ability_subject": 68.495,
      "ability_attended": 65.57,
      "ability_termed": 65.57,
      "score_noise": 1.021,
      "score_pct": 66.9
    },
    {
      "student_term_id": 178,
      "subject_id": 2,
      "ability_subject": 75.2,
      "ability_attended": 70.402,
      "ability_termed": 70.402,
      "score_noise": 0.972,
      "score_pct": 68.4
    },
    {
      "student_term_id": 24,
      "subject_id": 2,
      "ability_subject": 75.3,
      "ability_attended": 69.886,
      "ability_termed": 67.789,
      "score_noise": 0.989,
      "score_pct": 67
    },
    {
      "student_term_id": 64,
      "subject_id": 3,
      "ability_subject": 69.84,
      "ability_attended": 61.375,
      "ability_termed": 59.534,
      "score_noise": 0.999,
      "score_pct": 59.5
    },
    {
      "student_term_id": 138,
      "subject_id": 4,
      "ability_subject": 77.868,
      "ability_attended": 72.316,
      "ability_termed": 72.316,
      "score_noise": 1.01,
      "score_pct": 73
    },
    {
      "student_term_id": 156,
      "subject_id": 3,
      "ability_subject": 67.415,
      "ability_attended": 62.993,
      "ability_termed": 62.993,
      "score_noise": 0.994,
      "score_pct": 62.6
    },
    {
      "student_term_id": 144,
      "subject_id": 3,
      "ability_subject": 70.325,
      "ability_attended": 66.366,
      "ability_termed": 66.366,
      "score_noise": 1.036,
      "score_pct": 68.8
    },
    {
      "student_term_id": 181,
      "subject_id": 3,
      "ability_subject": 58.394,
      "ability_attended": 53.868,
      "ability_termed": 52.252,
      "score_noise": 1.005,
      "score_pct": 52.5
    },
    {
      "student_term_id": 2,
      "subject_id": 1,
      "ability_subject": 67.586,
      "ability_attended": 56.63,
      "ability_termed": 56.63,
      "score_noise": 0.99,
      "score_pct": 56.1
    },
    {
      "student_term_id": 55,
      "subject_id": 3,
      "ability_subject": 55.969,
      "ability_attended": 49.118,
      "ability_termed": 47.644,
      "score_noise": 1.023,
      "score_pct": 48.7
    },
    {
      "student_term_id": 146,
      "subject_id": 2,
      "ability_subject": 79.4,
      "ability_attended": 77.161,
      "ability_termed": 77.161,
      "score_noise": 1.006,
      "score_pct": 77.6
    },
    {
      "student_term_id": 175,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 58.478,
      "ability_termed": 56.724,
      "score_noise": 0.974,
      "score_pct": 55.2
    },
    {
      "student_term_id": 84,
      "subject_id": 1,
      "ability_subject": 63.826,
      "ability_attended": 61.305,
      "ability_termed": 62.531,
      "score_noise": 0.988,
      "score_pct": 61.8
    },
    {
      "student_term_id": 171,
      "subject_id": 4,
      "ability_subject": 68.495,
      "ability_attended": 63.365,
      "ability_termed": 61.464,
      "score_noise": 0.996,
      "score_pct": 61.2
    },
    {
      "student_term_id": 71,
      "subject_id": 2,
      "ability_subject": 64.7,
      "ability_attended": 54.193,
      "ability_termed": 52.567,
      "score_noise": 1.004,
      "score_pct": 52.8
    },
    {
      "student_term_id": 13,
      "subject_id": 1,
      "ability_subject": 58.468,
      "ability_attended": 57.55,
      "ability_termed": 57.55,
      "score_noise": 1.003,
      "score_pct": 57.7
    },
    {
      "student_term_id": 206,
      "subject_id": 3,
      "ability_subject": 72.75,
      "ability_attended": 59.982,
      "ability_termed": 58.183,
      "score_noise": 1.035,
      "score_pct": 60.2
    },
    {
      "student_term_id": 41,
      "subject_id": 2,
      "ability_subject": 66.3,
      "ability_attended": 58.576,
      "ability_termed": 59.748,
      "score_noise": 1.008,
      "score_pct": 60.2
    },
    {
      "student_term_id": 38,
      "subject_id": 3,
      "ability_subject": 69.161,
      "ability_attended": 63.137,
      "ability_termed": 64.4,
      "score_noise": 0.996,
      "score_pct": 64.1
    },
    {
      "student_term_id": 71,
      "subject_id": 3,
      "ability_subject": 62.759,
      "ability_attended": 52.567,
      "ability_termed": 50.99,
      "score_noise": 1.027,
      "score_pct": 52.4
    },
    {
      "student_term_id": 43,
      "subject_id": 4,
      "ability_subject": 79.31,
      "ability_attended": 72.933,
      "ability_termed": 70.745,
      "score_noise": 0.996,
      "score_pct": 70.5
    },
    {
      "student_term_id": 209,
      "subject_id": 2,
      "ability_subject": 69.6,
      "ability_attended": 58.186,
      "ability_termed": 56.44,
      "score_noise": 1.003,
      "score_pct": 56.6
    },
    {
      "student_term_id": 32,
      "subject_id": 1,
      "ability_subject": 58.562,
      "ability_attended": 55.687,
      "ability_termed": 56.801,
      "score_noise": 0.967,
      "score_pct": 54.9
    },
    {
      "student_term_id": 24,
      "subject_id": 4,
      "ability_subject": 77.559,
      "ability_attended": 71.983,
      "ability_termed": 69.824,
      "score_noise": 0.993,
      "score_pct": 69.3
    },
    {
      "student_term_id": 65,
      "subject_id": 3,
      "ability_subject": 65.766,
      "ability_attended": 61.202,
      "ability_termed": 61.202,
      "score_noise": 1.033,
      "score_pct": 63.2
    },
    {
      "student_term_id": 8,
      "subject_id": 4,
      "ability_subject": 64.066,
      "ability_attended": 61.439,
      "ability_termed": 59.596,
      "score_noise": 0.988,
      "score_pct": 58.9
    },
    {
      "student_term_id": 87,
      "subject_id": 2,
      "ability_subject": 66.5,
      "ability_attended": 58.966,
      "ability_termed": 60.145,
      "score_noise": 0.975,
      "score_pct": 58.6
    },
    {
      "student_term_id": 201,
      "subject_id": 3,
      "ability_subject": 71.586,
      "ability_attended": 64.184,
      "ability_termed": 65.468,
      "score_noise": 1.009,
      "score_pct": 66.1
    },
    {
      "student_term_id": 81,
      "subject_id": 4,
      "ability_subject": 67.877,
      "ability_attended": 63.485,
      "ability_termed": 61.58,
      "score_noise": 0.985,
      "score_pct": 60.7
    },
    {
      "student_term_id": 182,
      "subject_id": 2,
      "ability_subject": 71.6,
      "ability_attended": 66.065,
      "ability_termed": 67.386,
      "score_noise": 1.004,
      "score_pct": 67.7
    },
    {
      "student_term_id": 95,
      "subject_id": 2,
      "ability_subject": 70.2,
      "ability_attended": 65.574,
      "ability_termed": 66.885,
      "score_noise": 0.995,
      "score_pct": 66.6
    },
    {
      "student_term_id": 107,
      "subject_id": 1,
      "ability_subject": 67.022,
      "ability_attended": 60.119,
      "ability_termed": 58.315,
      "score_noise": 0.975,
      "score_pct": 56.9
    },
    {
      "student_term_id": 101,
      "subject_id": 1,
      "ability_subject": 77.55,
      "ability_attended": 71.656,
      "ability_termed": 71.656,
      "score_noise": 0.996,
      "score_pct": 71.4
    },
    {
      "student_term_id": 100,
      "subject_id": 1,
      "ability_subject": 70.03,
      "ability_attended": 66.606,
      "ability_termed": 67.938,
      "score_noise": 0.988,
      "score_pct": 67.1
    },
    {
      "student_term_id": 224,
      "subject_id": 3,
      "ability_subject": 65.281,
      "ability_attended": 61.651,
      "ability_termed": 62.884,
      "score_noise": 1.014,
      "score_pct": 63.8
    },
    {
      "student_term_id": 84,
      "subject_id": 3,
      "ability_subject": 65.863,
      "ability_attended": 63.261,
      "ability_termed": 64.526,
      "score_noise": 0.989,
      "score_pct": 63.8
    },
    {
      "student_term_id": 35,
      "subject_id": 1,
      "ability_subject": 56.024,
      "ability_attended": 52.976,
      "ability_termed": 52.976,
      "score_noise": 1.012,
      "score_pct": 53.6
    },
    {
      "student_term_id": 162,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 61.729,
      "ability_termed": 59.877,
      "score_noise": 0.974,
      "score_pct": 58.3
    },
    {
      "student_term_id": 196,
      "subject_id": 1,
      "ability_subject": 62.134,
      "ability_attended": 57.642,
      "ability_termed": 57.642,
      "score_noise": 1.02,
      "score_pct": 58.8
    },
    {
      "student_term_id": 37,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 60.197,
      "ability_termed": 60.197,
      "score_noise": 0.972,
      "score_pct": 58.5
    },
    {
      "student_term_id": 156,
      "subject_id": 1,
      "ability_subject": 65.33,
      "ability_attended": 61.044,
      "ability_termed": 61.044,
      "score_noise": 0.989,
      "score_pct": 60.4
    },
    {
      "student_term_id": 117,
      "subject_id": 2,
      "ability_subject": 71.6,
      "ability_attended": 66.695,
      "ability_termed": 66.695,
      "score_noise": 0.99,
      "score_pct": 66
    },
    {
      "student_term_id": 138,
      "subject_id": 3,
      "ability_subject": 73.332,
      "ability_attended": 68.103,
      "ability_termed": 68.103,
      "score_noise": 0.989,
      "score_pct": 67.4
    },
    {
      "student_term_id": 179,
      "subject_id": 3,
      "ability_subject": 71.586,
      "ability_attended": 64.528,
      "ability_termed": 62.592,
      "score_noise": 0.998,
      "score_pct": 62.5
    },
    {
      "student_term_id": 120,
      "subject_id": 3,
      "ability_subject": 62.468,
      "ability_attended": 55.971,
      "ability_termed": 57.09,
      "score_noise": 0.996,
      "score_pct": 56.9
    },
    {
      "student_term_id": 175,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 54.969,
      "ability_termed": 53.32,
      "score_noise": 1.022,
      "score_pct": 54.5
    },
    {
      "student_term_id": 154,
      "subject_id": 4,
      "ability_subject": 71.173,
      "ability_attended": 66.952,
      "ability_termed": 68.291,
      "score_noise": 1.009,
      "score_pct": 68.9
    },
    {
      "student_term_id": 108,
      "subject_id": 1,
      "ability_subject": 61.1,
      "ability_attended": 58.662,
      "ability_termed": 58.662,
      "score_noise": 1.025,
      "score_pct": 60.1
    },
    {
      "student_term_id": 145,
      "subject_id": 3,
      "ability_subject": 73.817,
      "ability_attended": 66.457,
      "ability_termed": 67.786,
      "score_noise": 0.971,
      "score_pct": 65.8
    },
    {
      "student_term_id": 232,
      "subject_id": 1,
      "ability_subject": 74.636,
      "ability_attended": 68.785,
      "ability_termed": 66.721,
      "score_noise": 1.019,
      "score_pct": 68
    },
    {
      "student_term_id": 205,
      "subject_id": 1,
      "ability_subject": 64.954,
      "ability_attended": 61.531,
      "ability_termed": 62.762,
      "score_noise": 0.988,
      "score_pct": 62
    },
    {
      "student_term_id": 25,
      "subject_id": 2,
      "ability_subject": 71.3,
      "ability_attended": 66.444,
      "ability_termed": 66.444,
      "score_noise": 1.01,
      "score_pct": 67.1
    },
    {
      "student_term_id": 10,
      "subject_id": 2,
      "ability_subject": 63.9,
      "ability_attended": 59.178,
      "ability_termed": 57.403,
      "score_noise": 1.003,
      "score_pct": 57.6
    },
    {
      "student_term_id": 180,
      "subject_id": 4,
      "ability_subject": 63.963,
      "ability_attended": 53.563,
      "ability_termed": 51.956,
      "score_noise": 1.016,
      "score_pct": 52.8
    },
    {
      "student_term_id": 141,
      "subject_id": 3,
      "ability_subject": 69.452,
      "ability_attended": 64.493,
      "ability_termed": 62.558,
      "score_noise": 0.989,
      "score_pct": 61.9
    },
    {
      "student_term_id": 115,
      "subject_id": 1,
      "ability_subject": 77.738,
      "ability_attended": 73.595,
      "ability_termed": 73.595,
      "score_noise": 0.984,
      "score_pct": 72.4
    },
    {
      "student_term_id": 48,
      "subject_id": 1,
      "ability_subject": 61.006,
      "ability_attended": 52.923,
      "ability_termed": 52.923,
      "score_noise": 1.015,
      "score_pct": 53.7
    },
    {
      "student_term_id": 223,
      "subject_id": 3,
      "ability_subject": 70.713,
      "ability_attended": 60.926,
      "ability_termed": 62.145,
      "score_noise": 1.008,
      "score_pct": 62.6
    },
    {
      "student_term_id": 106,
      "subject_id": 4,
      "ability_subject": 78.692,
      "ability_attended": 71.775,
      "ability_termed": 69.622,
      "score_noise": 1.021,
      "score_pct": 71.1
    },
    {
      "student_term_id": 181,
      "subject_id": 2,
      "ability_subject": 60.2,
      "ability_attended": 55.535,
      "ability_termed": 53.869,
      "score_noise": 0.969,
      "score_pct": 52.2
    },
    {
      "student_term_id": 31,
      "subject_id": 3,
      "ability_subject": 65.863,
      "ability_attended": 62.998,
      "ability_termed": 62.998,
      "score_noise": 1.02,
      "score_pct": 64.3
    },
    {
      "student_term_id": 119,
      "subject_id": 3,
      "ability_subject": 71.295,
      "ability_attended": 60.423,
      "ability_termed": 61.631,
      "score_noise": 0.993,
      "score_pct": 61.2
    },
    {
      "student_term_id": 189,
      "subject_id": 1,
      "ability_subject": 63.732,
      "ability_attended": 60.099,
      "ability_termed": 61.301,
      "score_noise": 1.001,
      "score_pct": 61.4
    },
    {
      "student_term_id": 152,
      "subject_id": 1,
      "ability_subject": 70.688,
      "ability_attended": 65.026,
      "ability_termed": 66.327,
      "score_noise": 1.026,
      "score_pct": 68.1
    },
    {
      "student_term_id": 167,
      "subject_id": 3,
      "ability_subject": 65.184,
      "ability_attended": 59.454,
      "ability_termed": 59.454,
      "score_noise": 0.985,
      "score_pct": 58.6
    },
    {
      "student_term_id": 168,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 63.7,
      "ability_termed": 64.974,
      "score_noise": 0.993,
      "score_pct": 64.5
    },
    {
      "student_term_id": 217,
      "subject_id": 2,
      "ability_subject": 58.7,
      "ability_attended": 52.126,
      "ability_termed": 53.169,
      "score_noise": 1.027,
      "score_pct": 54.6
    },
    {
      "student_term_id": 207,
      "subject_id": 3,
      "ability_subject": 73.72,
      "ability_attended": 61.836,
      "ability_termed": 59.981,
      "score_noise": 0.996,
      "score_pct": 59.7
    },
    {
      "student_term_id": 24,
      "subject_id": 3,
      "ability_subject": 73.041,
      "ability_attended": 67.789,
      "ability_termed": 65.755,
      "score_noise": 1.019,
      "score_pct": 67
    },
    {
      "student_term_id": 91,
      "subject_id": 3,
      "ability_subject": 72.944,
      "ability_attended": 65.795,
      "ability_termed": 63.821,
      "score_noise": 0.979,
      "score_pct": 62.5
    },
    {
      "student_term_id": 238,
      "subject_id": 1,
      "ability_subject": 62.98,
      "ability_attended": 59.283,
      "ability_termed": 59.283,
      "score_noise": 1.021,
      "score_pct": 60.5
    },
    {
      "student_term_id": 218,
      "subject_id": 3,
      "ability_subject": 76.242,
      "ability_attended": 72.506,
      "ability_termed": 73.956,
      "score_noise": 0.97,
      "score_pct": 71.7
    },
    {
      "student_term_id": 68,
      "subject_id": 2,
      "ability_subject": 73.7,
      "ability_attended": 61.54,
      "ability_termed": 59.694,
      "score_noise": 0.989,
      "score_pct": 59
    },
    {
      "student_term_id": 211,
      "subject_id": 4,
      "ability_subject": 67.877,
      "ability_attended": 63.329,
      "ability_termed": 64.596,
      "score_noise": 1.014,
      "score_pct": 65.5
    },
    {
      "student_term_id": 47,
      "subject_id": 2,
      "ability_subject": 73,
      "ability_attended": 64.437,
      "ability_termed": 62.504,
      "score_noise": 1.004,
      "score_pct": 62.8
    },
    {
      "student_term_id": 18,
      "subject_id": 4,
      "ability_subject": 71.997,
      "ability_attended": 62.666,
      "ability_termed": 60.786,
      "score_noise": 1.006,
      "score_pct": 61.2
    },
    {
      "student_term_id": 127,
      "subject_id": 4,
      "ability_subject": 70.452,
      "ability_attended": 65.513,
      "ability_termed": 65.513,
      "score_noise": 1.014,
      "score_pct": 66.4
    },
    {
      "student_term_id": 4,
      "subject_id": 4,
      "ability_subject": 69.216,
      "ability_attended": 62.952,
      "ability_termed": 64.211,
      "score_noise": 0.999,
      "score_pct": 64.1
    },
    {
      "student_term_id": 61,
      "subject_id": 1,
      "ability_subject": 72.662,
      "ability_attended": 68.855,
      "ability_termed": 66.789,
      "score_noise": 1.005,
      "score_pct": 67.1
    },
    {
      "student_term_id": 67,
      "subject_id": 1,
      "ability_subject": 71.44,
      "ability_attended": 60.56,
      "ability_termed": 61.771,
      "score_noise": 0.978,
      "score_pct": 60.4
    },
    {
      "student_term_id": 158,
      "subject_id": 4,
      "ability_subject": 74.675,
      "ability_attended": 69.739,
      "ability_termed": 71.134,
      "score_noise": 1.003,
      "score_pct": 71.3
    },
    {
      "student_term_id": 42,
      "subject_id": 4,
      "ability_subject": 78.692,
      "ability_attended": 72.822,
      "ability_termed": 74.278,
      "score_noise": 1.035,
      "score_pct": 76.9
    },
    {
      "student_term_id": 177,
      "subject_id": 4,
      "ability_subject": 66.744,
      "ability_attended": 63.227,
      "ability_termed": 64.492,
      "score_noise": 0.976,
      "score_pct": 62.9
    },
    {
      "student_term_id": 3,
      "subject_id": 2,
      "ability_subject": 75.6,
      "ability_attended": 70.179,
      "ability_termed": 71.583,
      "score_noise": 1.015,
      "score_pct": 72.7
    },
    {
      "student_term_id": 25,
      "subject_id": 1,
      "ability_subject": 67.022,
      "ability_attended": 62.458,
      "ability_termed": 62.458,
      "score_noise": 1.005,
      "score_pct": 62.8
    },
    {
      "student_term_id": 123,
      "subject_id": 2,
      "ability_subject": 64.7,
      "ability_attended": 55.752,
      "ability_termed": 56.867,
      "score_noise": 0.999,
      "score_pct": 56.8
    },
    {
      "student_term_id": 70,
      "subject_id": 1,
      "ability_subject": 67.116,
      "ability_attended": 55.955,
      "ability_termed": 57.074,
      "score_noise": 1.003,
      "score_pct": 57.2
    },
    {
      "student_term_id": 144,
      "subject_id": 4,
      "ability_subject": 74.675,
      "ability_attended": 70.471,
      "ability_termed": 70.471,
      "score_noise": 0.979,
      "score_pct": 69
    },
    {
      "student_term_id": 118,
      "subject_id": 3,
      "ability_subject": 62.856,
      "ability_attended": 59.682,
      "ability_termed": 57.892,
      "score_noise": 0.973,
      "score_pct": 56.3
    },
    {
      "student_term_id": 6,
      "subject_id": 4,
      "ability_subject": 76.014,
      "ability_attended": 70.541,
      "ability_termed": 70.541,
      "score_noise": 1.011,
      "score_pct": 71.3
    },
    {
      "student_term_id": 143,
      "subject_id": 3,
      "ability_subject": 76.242,
      "ability_attended": 70.684,
      "ability_termed": 68.563,
      "score_noise": 1.004,
      "score_pct": 68.8
    },
    {
      "student_term_id": 30,
      "subject_id": 3,
      "ability_subject": 74.69,
      "ability_attended": 70.455,
      "ability_termed": 71.864,
      "score_noise": 1.029,
      "score_pct": 73.9
    },
    {
      "student_term_id": 108,
      "subject_id": 3,
      "ability_subject": 63.05,
      "ability_attended": 60.534,
      "ability_termed": 60.534,
      "score_noise": 1.025,
      "score_pct": 62
    },
    {
      "student_term_id": 154,
      "subject_id": 2,
      "ability_subject": 69.1,
      "ability_attended": 65.002,
      "ability_termed": 66.302,
      "score_noise": 0.976,
      "score_pct": 64.7
    },
    {
      "student_term_id": 110,
      "subject_id": 3,
      "ability_subject": 72.653,
      "ability_attended": 63.927,
      "ability_termed": 65.206,
      "score_noise": 0.992,
      "score_pct": 64.7
    },
    {
      "student_term_id": 111,
      "subject_id": 1,
      "ability_subject": 58.562,
      "ability_attended": 55.001,
      "ability_termed": 55.001,
      "score_noise": 1.035,
      "score_pct": 56.9
    },
    {
      "student_term_id": 179,
      "subject_id": 2,
      "ability_subject": 73.8,
      "ability_attended": 66.523,
      "ability_termed": 64.527,
      "score_noise": 0.98,
      "score_pct": 63.2
    },
    {
      "student_term_id": 105,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 59.811,
      "ability_termed": 58.017,
      "score_noise": 0.999,
      "score_pct": 58
    },
    {
      "student_term_id": 49,
      "subject_id": 3,
      "ability_subject": 72.653,
      "ability_attended": 70.117,
      "ability_termed": 70.117,
      "score_noise": 0.976,
      "score_pct": 68.4
    },
    {
      "student_term_id": 16,
      "subject_id": 2,
      "ability_subject": 69.1,
      "ability_attended": 64.588,
      "ability_termed": 62.65,
      "score_noise": 1.013,
      "score_pct": 63.5
    },
    {
      "student_term_id": 149,
      "subject_id": 4,
      "ability_subject": 78.177,
      "ability_attended": 70.781,
      "ability_termed": 72.197,
      "score_noise": 1.01,
      "score_pct": 72.9
    },
    {
      "student_term_id": 63,
      "subject_id": 3,
      "ability_subject": 73.817,
      "ability_attended": 69.078,
      "ability_termed": 69.078,
      "score_noise": 0.968,
      "score_pct": 66.9
    },
    {
      "student_term_id": 208,
      "subject_id": 4,
      "ability_subject": 85.181,
      "ability_attended": 76.484,
      "ability_termed": 74.189,
      "score_noise": 1.018,
      "score_pct": 75.5
    },
    {
      "student_term_id": 48,
      "subject_id": 2,
      "ability_subject": 64.9,
      "ability_attended": 56.301,
      "ability_termed": 56.301,
      "score_noise": 1.024,
      "score_pct": 57.7
    },
    {
      "student_term_id": 29,
      "subject_id": 2,
      "ability_subject": 72.6,
      "ability_attended": 65.543,
      "ability_termed": 65.543,
      "score_noise": 0.976,
      "score_pct": 64
    },
    {
      "student_term_id": 197,
      "subject_id": 3,
      "ability_subject": 67.997,
      "ability_attended": 56.526,
      "ability_termed": 57.657,
      "score_noise": 1.002,
      "score_pct": 57.8
    },
    {
      "student_term_id": 9,
      "subject_id": 3,
      "ability_subject": 66.445,
      "ability_attended": 56.013,
      "ability_termed": 57.133,
      "score_noise": 0.978,
      "score_pct": 55.9
    },
    {
      "student_term_id": 191,
      "subject_id": 1,
      "ability_subject": 60.818,
      "ability_attended": 51.762,
      "ability_termed": 51.762,
      "score_noise": 1.042,
      "score_pct": 53.9
    },
    {
      "student_term_id": 177,
      "subject_id": 1,
      "ability_subject": 60.912,
      "ability_attended": 57.702,
      "ability_termed": 58.856,
      "score_noise": 1.019,
      "score_pct": 60
    },
    {
      "student_term_id": 201,
      "subject_id": 2,
      "ability_subject": 73.8,
      "ability_attended": 66.169,
      "ability_termed": 67.492,
      "score_noise": 1.019,
      "score_pct": 68.8
    },
    {
      "student_term_id": 66,
      "subject_id": 1,
      "ability_subject": 71.346,
      "ability_attended": 68.221,
      "ability_termed": 68.221,
      "score_noise": 0.996,
      "score_pct": 67.9
    },
    {
      "student_term_id": 237,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 56.145,
      "ability_termed": 57.268,
      "score_noise": 1.022,
      "score_pct": 58.5
    },
    {
      "student_term_id": 175,
      "subject_id": 3,
      "ability_subject": 64.99,
      "ability_attended": 56.723,
      "ability_termed": 55.021,
      "score_noise": 0.975,
      "score_pct": 53.6
    },
    {
      "student_term_id": 173,
      "subject_id": 1,
      "ability_subject": 69.09,
      "ability_attended": 58.996,
      "ability_termed": 58.996,
      "score_noise": 1.021,
      "score_pct": 60.2
    },
    {
      "student_term_id": 226,
      "subject_id": 1,
      "ability_subject": 67.116,
      "ability_attended": 59.378,
      "ability_termed": 59.378,
      "score_noise": 0.974,
      "score_pct": 57.8
    },
    {
      "student_term_id": 101,
      "subject_id": 3,
      "ability_subject": 80.025,
      "ability_attended": 73.943,
      "ability_termed": 73.943,
      "score_noise": 0.994,
      "score_pct": 73.5
    },
    {
      "student_term_id": 107,
      "subject_id": 2,
      "ability_subject": 71.3,
      "ability_attended": 63.956,
      "ability_termed": 62.037,
      "score_noise": 0.994,
      "score_pct": 61.7
    },
    {
      "student_term_id": 43,
      "subject_id": 2,
      "ability_subject": 77,
      "ability_attended": 70.809,
      "ability_termed": 68.685,
      "score_noise": 1.027,
      "score_pct": 70.5
    },
    {
      "student_term_id": 209,
      "subject_id": 1,
      "ability_subject": 65.424,
      "ability_attended": 54.694,
      "ability_termed": 53.053,
      "score_noise": 0.973,
      "score_pct": 51.6
    },
    {
      "student_term_id": 236,
      "subject_id": 1,
      "ability_subject": 62.51,
      "ability_attended": 59.503,
      "ability_termed": 60.693,
      "score_noise": 1.03,
      "score_pct": 62.5
    },
    {
      "student_term_id": 95,
      "subject_id": 4,
      "ability_subject": 72.306,
      "ability_attended": 67.541,
      "ability_termed": 68.892,
      "score_noise": 1.05,
      "score_pct": 72.3
    },
    {
      "student_term_id": 106,
      "subject_id": 1,
      "ability_subject": 71.816,
      "ability_attended": 65.503,
      "ability_termed": 63.538,
      "score_noise": 1.002,
      "score_pct": 63.7
    },
    {
      "student_term_id": 25,
      "subject_id": 3,
      "ability_subject": 69.161,
      "ability_attended": 64.451,
      "ability_termed": 64.451,
      "score_noise": 0.996,
      "score_pct": 64.2
    },
    {
      "student_term_id": 60,
      "subject_id": 2,
      "ability_subject": 69.9,
      "ability_attended": 61.862,
      "ability_termed": 63.099,
      "score_noise": 1.005,
      "score_pct": 63.4
    },
    {
      "student_term_id": 111,
      "subject_id": 3,
      "ability_subject": 60.431,
      "ability_attended": 56.757,
      "ability_termed": 56.757,
      "score_noise": 0.97,
      "score_pct": 55.1
    },
    {
      "student_term_id": 159,
      "subject_id": 3,
      "ability_subject": 67.512,
      "ability_attended": 56.751,
      "ability_termed": 57.886,
      "score_noise": 1.004,
      "score_pct": 58.1
    },
    {
      "student_term_id": 225,
      "subject_id": 1,
      "ability_subject": 58.374,
      "ability_attended": 48.912,
      "ability_termed": 49.89,
      "score_noise": 1.022,
      "score_pct": 51
    },
    {
      "student_term_id": 8,
      "subject_id": 2,
      "ability_subject": 62.2,
      "ability_attended": 59.65,
      "ability_termed": 57.86,
      "score_noise": 0.977,
      "score_pct": 56.5
    },
    {
      "student_term_id": 185,
      "subject_id": 3,
      "ability_subject": 69.549,
      "ability_attended": 61.266,
      "ability_termed": 62.491,
      "score_noise": 1.012,
      "score_pct": 63.2
    },
    {
      "student_term_id": 136,
      "subject_id": 3,
      "ability_subject": 67.027,
      "ability_attended": 62.958,
      "ability_termed": 61.069,
      "score_noise": 0.987,
      "score_pct": 60.3
    },
    {
      "student_term_id": 181,
      "subject_id": 4,
      "ability_subject": 62.006,
      "ability_attended": 57.201,
      "ability_termed": 55.485,
      "score_noise": 0.979,
      "score_pct": 54.3
    },
    {
      "student_term_id": 169,
      "subject_id": 2,
      "ability_subject": 76.8,
      "ability_attended": 70.034,
      "ability_termed": 67.933,
      "score_noise": 0.972,
      "score_pct": 66
    },
    {
      "student_term_id": 196,
      "subject_id": 4,
      "ability_subject": 68.083,
      "ability_attended": 63.161,
      "ability_termed": 63.161,
      "score_noise": 0.998,
      "score_pct": 63
    },
    {
      "student_term_id": 157,
      "subject_id": 3,
      "ability_subject": 70.81,
      "ability_attended": 62.844,
      "ability_termed": 64.101,
      "score_noise": 1.004,
      "score_pct": 64.4
    },
    {
      "student_term_id": 83,
      "subject_id": 1,
      "ability_subject": 71.252,
      "ability_attended": 59.631,
      "ability_termed": 59.631,
      "score_noise": 0.968,
      "score_pct": 57.7
    },
    {
      "student_term_id": 156,
      "subject_id": 4,
      "ability_subject": 71.585,
      "ability_attended": 66.889,
      "ability_termed": 66.889,
      "score_noise": 1.032,
      "score_pct": 69
    },
    {
      "student_term_id": 162,
      "subject_id": 2,
      "ability_subject": 67,
      "ability_attended": 59.932,
      "ability_termed": 58.134,
      "score_noise": 1.001,
      "score_pct": 58.2
    },
    {
      "student_term_id": 187,
      "subject_id": 3,
      "ability_subject": 65.184,
      "ability_attended": 58.666,
      "ability_termed": 56.906,
      "score_noise": 0.959,
      "score_pct": 54.6
    },
    {
      "student_term_id": 78,
      "subject_id": 4,
      "ability_subject": 72.306,
      "ability_attended": 70.13,
      "ability_termed": 70.13,
      "score_noise": 0.986,
      "score_pct": 69.1
    },
    {
      "student_term_id": 213,
      "subject_id": 2,
      "ability_subject": 57.7,
      "ability_attended": 52.449,
      "ability_termed": 52.449,
      "score_noise": 0.997,
      "score_pct": 52.3
    },
    {
      "student_term_id": 50,
      "subject_id": 2,
      "ability_subject": 72.9,
      "ability_attended": 63.08,
      "ability_termed": 63.08,
      "score_noise": 0.98,
      "score_pct": 61.8
    },
    {
      "student_term_id": 208,
      "subject_id": 1,
      "ability_subject": 77.738,
      "ability_attended": 69.801,
      "ability_termed": 67.707,
      "score_noise": 0.991,
      "score_pct": 67.1
    },
    {
      "student_term_id": 9,
      "subject_id": 1,
      "ability_subject": 64.39,
      "ability_attended": 54.281,
      "ability_termed": 55.367,
      "score_noise": 0.998,
      "score_pct": 55.3
    },
    {
      "student_term_id": 111,
      "subject_id": 4,
      "ability_subject": 64.169,
      "ability_attended": 60.268,
      "ability_termed": 60.268,
      "score_noise": 0.991,
      "score_pct": 59.7
    },
    {
      "student_term_id": 54,
      "subject_id": 1,
      "ability_subject": 62.134,
      "ability_attended": 57.623,
      "ability_termed": 55.894,
      "score_noise": 0.994,
      "score_pct": 55.6
    },
    {
      "student_term_id": 97,
      "subject_id": 4,
      "ability_subject": 84.975,
      "ability_attended": 77.429,
      "ability_termed": 75.106,
      "score_noise": 0.968,
      "score_pct": 72.7
    },
    {
      "student_term_id": 36,
      "subject_id": 2,
      "ability_subject": 69.7,
      "ability_attended": 63.915,
      "ability_termed": 65.193,
      "score_noise": 1.027,
      "score_pct": 67
    },
    {
      "student_term_id": 151,
      "subject_id": 2,
      "ability_subject": 75.9,
      "ability_attended": 66.997,
      "ability_termed": 64.987,
      "score_noise": 0.978,
      "score_pct": 63.6
    },
    {
      "student_term_id": 153,
      "subject_id": 2,
      "ability_subject": 75.8,
      "ability_attended": 63.763,
      "ability_termed": 65.038,
      "score_noise": 0.991,
      "score_pct": 64.5
    },
    {
      "student_term_id": 61,
      "subject_id": 2,
      "ability_subject": 77.3,
      "ability_attended": 73.249,
      "ability_termed": 71.052,
      "score_noise": 1.046,
      "score_pct": 74.3
    },
    {
      "student_term_id": 70,
      "subject_id": 4,
      "ability_subject": 73.542,
      "ability_attended": 61.312,
      "ability_termed": 62.538,
      "score_noise": 1.018,
      "score_pct": 63.7
    },
    {
      "student_term_id": 147,
      "subject_id": 2,
      "ability_subject": 76.4,
      "ability_attended": 72.397,
      "ability_termed": 72.397,
      "score_noise": 1.024,
      "score_pct": 74.1
    },
    {
      "student_term_id": 128,
      "subject_id": 4,
      "ability_subject": 70.452,
      "ability_attended": 62.35,
      "ability_termed": 63.597,
      "score_noise": 0.997,
      "score_pct": 63.4
    },
    {
      "student_term_id": 200,
      "subject_id": 4,
      "ability_subject": 70.555,
      "ability_attended": 57.763,
      "ability_termed": 56.03,
      "score_noise": 0.974,
      "score_pct": 54.6
    },
    {
      "student_term_id": 69,
      "subject_id": 1,
      "ability_subject": 62.698,
      "ability_attended": 57.174,
      "ability_termed": 58.317,
      "score_noise": 1.033,
      "score_pct": 60.2
    },
    {
      "student_term_id": 202,
      "subject_id": 4,
      "ability_subject": 74.469,
      "ability_attended": 65.6,
      "ability_termed": 66.912,
      "score_noise": 1.013,
      "score_pct": 67.8
    },
    {
      "student_term_id": 221,
      "subject_id": 1,
      "ability_subject": 60.912,
      "ability_attended": 57.909,
      "ability_termed": 57.909,
      "score_noise": 0.96,
      "score_pct": 55.6
    },
    {
      "student_term_id": 29,
      "subject_id": 1,
      "ability_subject": 68.244,
      "ability_attended": 61.611,
      "ability_termed": 61.611,
      "score_noise": 1.024,
      "score_pct": 63.1
    },
    {
      "student_term_id": 5,
      "subject_id": 4,
      "ability_subject": 71.585,
      "ability_attended": 66.431,
      "ability_termed": 64.438,
      "score_noise": 0.98,
      "score_pct": 63.1
    },
    {
      "student_term_id": 204,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 58.905,
      "ability_termed": 57.138,
      "score_noise": 0.971,
      "score_pct": 55.5
    },
    {
      "student_term_id": 36,
      "subject_id": 4,
      "ability_subject": 71.791,
      "ability_attended": 65.832,
      "ability_termed": 67.149,
      "score_noise": 0.977,
      "score_pct": 65.6
    },
    {
      "student_term_id": 120,
      "subject_id": 2,
      "ability_subject": 64.4,
      "ability_attended": 57.702,
      "ability_termed": 58.856,
      "score_noise": 1.007,
      "score_pct": 59.3
    },
    {
      "student_term_id": 206,
      "subject_id": 2,
      "ability_subject": 75,
      "ability_attended": 61.838,
      "ability_termed": 59.983,
      "score_noise": 1.004,
      "score_pct": 60.2
    },
    {
      "student_term_id": 59,
      "subject_id": 3,
      "ability_subject": 74.496,
      "ability_attended": 69.11,
      "ability_termed": 69.11,
      "score_noise": 0.998,
      "score_pct": 69
    },
    {
      "student_term_id": 191,
      "subject_id": 4,
      "ability_subject": 66.641,
      "ability_attended": 56.718,
      "ability_termed": 56.718,
      "score_noise": 1.009,
      "score_pct": 57.2
    },
    {
      "student_term_id": 160,
      "subject_id": 2,
      "ability_subject": 69.9,
      "ability_attended": 61.1,
      "ability_termed": 61.1,
      "score_noise": 1.029,
      "score_pct": 62.9
    },
    {
      "student_term_id": 151,
      "subject_id": 4,
      "ability_subject": 78.177,
      "ability_attended": 69.007,
      "ability_termed": 66.937,
      "score_noise": 1.022,
      "score_pct": 68.4
    },
    {
      "student_term_id": 160,
      "subject_id": 3,
      "ability_subject": 67.803,
      "ability_attended": 59.267,
      "ability_termed": 59.267,
      "score_noise": 0.992,
      "score_pct": 58.8
    },
    {
      "student_term_id": 147,
      "subject_id": 3,
      "ability_subject": 74.108,
      "ability_attended": 70.225,
      "ability_termed": 70.225,
      "score_noise": 1.03,
      "score_pct": 72.3
    },
    {
      "student_term_id": 155,
      "subject_id": 4,
      "ability_subject": 75.705,
      "ability_attended": 63.108,
      "ability_termed": 61.215,
      "score_noise": 0.956,
      "score_pct": 58.5
    },
    {
      "student_term_id": 59,
      "subject_id": 4,
      "ability_subject": 79.104,
      "ability_attended": 73.385,
      "ability_termed": 73.385,
      "score_noise": 0.97,
      "score_pct": 71.2
    },
    {
      "student_term_id": 89,
      "subject_id": 4,
      "ability_subject": 78.177,
      "ability_attended": 73.049,
      "ability_termed": 70.858,
      "score_noise": 0.98,
      "score_pct": 69.4
    },
    {
      "student_term_id": 85,
      "subject_id": 1,
      "ability_subject": 72.568,
      "ability_attended": 66.53,
      "ability_termed": 64.534,
      "score_noise": 0.997,
      "score_pct": 64.3
    },
    {
      "student_term_id": 128,
      "subject_id": 2,
      "ability_subject": 68.4,
      "ability_attended": 60.534,
      "ability_termed": 61.745,
      "score_noise": 1.001,
      "score_pct": 61.8
    },
    {
      "student_term_id": 170,
      "subject_id": 1,
      "ability_subject": 65.518,
      "ability_attended": 61.535,
      "ability_termed": 61.535,
      "score_noise": 0.975,
      "score_pct": 60
    },
    {
      "student_term_id": 212,
      "subject_id": 2,
      "ability_subject": 77.3,
      "ability_attended": 72.647,
      "ability_termed": 74.1,
      "score_noise": 0.997,
      "score_pct": 73.9
    },
    {
      "student_term_id": 102,
      "subject_id": 3,
      "ability_subject": 65.863,
      "ability_attended": 62.662,
      "ability_termed": 60.782,
      "score_noise": 0.975,
      "score_pct": 59.3
    },
    {
      "student_term_id": 140,
      "subject_id": 3,
      "ability_subject": 61.983,
      "ability_attended": 58.834,
      "ability_termed": 60.011,
      "score_noise": 0.989,
      "score_pct": 59.4
    },
    {
      "student_term_id": 206,
      "subject_id": 4,
      "ability_subject": 77.25,
      "ability_attended": 63.693,
      "ability_termed": 61.782,
      "score_noise": 1.022,
      "score_pct": 63.1
    },
    {
      "student_term_id": 204,
      "subject_id": 4,
      "ability_subject": 72.203,
      "ability_attended": 60.672,
      "ability_termed": 58.852,
      "score_noise": 1.022,
      "score_pct": 60.1
    },
    {
      "student_term_id": 77,
      "subject_id": 4,
      "ability_subject": 79.31,
      "ability_attended": 76.066,
      "ability_termed": 76.066,
      "score_noise": 0.971,
      "score_pct": 73.9
    },
    {
      "student_term_id": 157,
      "subject_id": 2,
      "ability_subject": 73,
      "ability_attended": 64.787,
      "ability_termed": 66.083,
      "score_noise": 0.966,
      "score_pct": 63.8
    },
    {
      "student_term_id": 183,
      "subject_id": 2,
      "ability_subject": 65,
      "ability_attended": 61.406,
      "ability_termed": 59.564,
      "score_noise": 0.987,
      "score_pct": 58.8
    },
    {
      "student_term_id": 210,
      "subject_id": 2,
      "ability_subject": 77.2,
      "ability_attended": 71.811,
      "ability_termed": 73.247,
      "score_noise": 0.992,
      "score_pct": 72.7
    },
    {
      "student_term_id": 137,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 64.443,
      "ability_termed": 62.51,
      "score_noise": 1.014,
      "score_pct": 63.4
    },
    {
      "student_term_id": 62,
      "subject_id": 2,
      "ability_subject": 72.3,
      "ability_attended": 64.737,
      "ability_termed": 62.795,
      "score_noise": 0.998,
      "score_pct": 62.7
    },
    {
      "student_term_id": 62,
      "subject_id": 1,
      "ability_subject": 67.962,
      "ability_attended": 60.853,
      "ability_termed": 59.027,
      "score_noise": 1.025,
      "score_pct": 60.5
    },
    {
      "student_term_id": 183,
      "subject_id": 3,
      "ability_subject": 63.05,
      "ability_attended": 59.563,
      "ability_termed": 57.776,
      "score_noise": 0.994,
      "score_pct": 57.4
    },
    {
      "student_term_id": 36,
      "subject_id": 3,
      "ability_subject": 67.609,
      "ability_attended": 61.997,
      "ability_termed": 63.237,
      "score_noise": 0.977,
      "score_pct": 61.8
    },
    {
      "student_term_id": 124,
      "subject_id": 4,
      "ability_subject": 68.083,
      "ability_attended": 62.119,
      "ability_termed": 63.361,
      "score_noise": 1.023,
      "score_pct": 64.8
    },
    {
      "student_term_id": 86,
      "subject_id": 3,
      "ability_subject": 74.981,
      "ability_attended": 72.072,
      "ability_termed": 72.072,
      "score_noise": 0.991,
      "score_pct": 71.4
    },
    {
      "student_term_id": 194,
      "subject_id": 4,
      "ability_subject": 75.911,
      "ability_attended": 65.39,
      "ability_termed": 65.39,
      "score_noise": 0.988,
      "score_pct": 64.6
    },
    {
      "student_term_id": 169,
      "subject_id": 1,
      "ability_subject": 72.192,
      "ability_attended": 65.832,
      "ability_termed": 63.857,
      "score_noise": 1.022,
      "score_pct": 65.3
    },
    {
      "student_term_id": 175,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 60.232,
      "ability_termed": 58.425,
      "score_noise": 1.017,
      "score_pct": 59.4
    },
    {
      "student_term_id": 56,
      "subject_id": 2,
      "ability_subject": 62.3,
      "ability_attended": 57.061,
      "ability_termed": 55.349,
      "score_noise": 1.011,
      "score_pct": 56
    },
    {
      "student_term_id": 61,
      "subject_id": 4,
      "ability_subject": 79.619,
      "ability_attended": 75.447,
      "ability_termed": 73.184,
      "score_noise": 0.998,
      "score_pct": 73
    },
    {
      "student_term_id": 134,
      "subject_id": 4,
      "ability_subject": 68.701,
      "ability_attended": 64.263,
      "ability_termed": 64.263,
      "score_noise": 1.017,
      "score_pct": 65.4
    },
    {
      "student_term_id": 240,
      "subject_id": 3,
      "ability_subject": 69.743,
      "ability_attended": 62.894,
      "ability_termed": 64.152,
      "score_noise": 0.975,
      "score_pct": 62.5
    },
    {
      "student_term_id": 121,
      "subject_id": 3,
      "ability_subject": 72.75,
      "ability_attended": 62.209,
      "ability_termed": 62.209,
      "score_noise": 0.983,
      "score_pct": 61.2
    },
    {
      "student_term_id": 48,
      "subject_id": 3,
      "ability_subject": 62.953,
      "ability_attended": 54.612,
      "ability_termed": 54.612,
      "score_noise": 0.961,
      "score_pct": 52.5
    },
    {
      "student_term_id": 1,
      "subject_id": 1,
      "ability_subject": 63.45,
      "ability_attended": 60.309,
      "ability_termed": 61.515,
      "score_noise": 0.985,
      "score_pct": 60.6
    },
    {
      "student_term_id": 51,
      "subject_id": 4,
      "ability_subject": 78.383,
      "ability_attended": 69.682,
      "ability_termed": 67.592,
      "score_noise": 0.979,
      "score_pct": 66.2
    },
    {
      "student_term_id": 213,
      "subject_id": 3,
      "ability_subject": 55.969,
      "ability_attended": 50.876,
      "ability_termed": 50.876,
      "score_noise": 1.008,
      "score_pct": 51.3
    },
    {
      "student_term_id": 54,
      "subject_id": 3,
      "ability_subject": 64.117,
      "ability_attended": 59.462,
      "ability_termed": 57.678,
      "score_noise": 0.989,
      "score_pct": 57
    },
    {
      "student_term_id": 163,
      "subject_id": 3,
      "ability_subject": 62.953,
      "ability_attended": 54.442,
      "ability_termed": 52.809,
      "score_noise": 0.957,
      "score_pct": 50.5
    },
    {
      "student_term_id": 26,
      "subject_id": 1,
      "ability_subject": 61.758,
      "ability_attended": 53.408,
      "ability_termed": 54.476,
      "score_noise": 0.99,
      "score_pct": 53.9
    },
    {
      "student_term_id": 91,
      "subject_id": 4,
      "ability_subject": 77.456,
      "ability_attended": 69.865,
      "ability_termed": 67.769,
      "score_noise": 1.001,
      "score_pct": 67.8
    },
    {
      "student_term_id": 130,
      "subject_id": 2,
      "ability_subject": 72,
      "ability_attended": 62.438,
      "ability_termed": 63.687,
      "score_noise": 1.017,
      "score_pct": 64.8
    },
    {
      "student_term_id": 25,
      "subject_id": 4,
      "ability_subject": 73.439,
      "ability_attended": 68.438,
      "ability_termed": 68.438,
      "score_noise": 1.013,
      "score_pct": 69.3
    },
    {
      "student_term_id": 133,
      "subject_id": 4,
      "ability_subject": 68.289,
      "ability_attended": 60.402,
      "ability_termed": 60.402,
      "score_noise": 0.998,
      "score_pct": 60.3
    },
    {
      "student_term_id": 188,
      "subject_id": 3,
      "ability_subject": 55.969,
      "ability_attended": 49.835,
      "ability_termed": 50.832,
      "score_noise": 0.995,
      "score_pct": 50.6
    },
    {
      "student_term_id": 126,
      "subject_id": 4,
      "ability_subject": 70.452,
      "ability_attended": 62.146,
      "ability_termed": 60.282,
      "score_noise": 1.013,
      "score_pct": 61.1
    },
    {
      "student_term_id": 189,
      "subject_id": 3,
      "ability_subject": 65.766,
      "ability_attended": 62.017,
      "ability_termed": 63.257,
      "score_noise": 1,
      "score_pct": 63.3
    },
    {
      "student_term_id": 195,
      "subject_id": 3,
      "ability_subject": 73.526,
      "ability_attended": 58.446,
      "ability_termed": 56.693,
      "score_noise": 1.025,
      "score_pct": 58.1
    },
    {
      "student_term_id": 210,
      "subject_id": 3,
      "ability_subject": 74.884,
      "ability_attended": 69.657,
      "ability_termed": 71.05,
      "score_noise": 0.966,
      "score_pct": 68.6
    },
    {
      "student_term_id": 46,
      "subject_id": 3,
      "ability_subject": 62.953,
      "ability_attended": 54.914,
      "ability_termed": 56.012,
      "score_noise": 1.003,
      "score_pct": 56.2
    },
    {
      "student_term_id": 42,
      "subject_id": 1,
      "ability_subject": 71.816,
      "ability_attended": 66.459,
      "ability_termed": 67.788,
      "score_noise": 1.025,
      "score_pct": 69.5
    },
    {
      "student_term_id": 214,
      "subject_id": 1,
      "ability_subject": 72.192,
      "ability_attended": 65.478,
      "ability_termed": 66.788,
      "score_noise": 1.031,
      "score_pct": 68.9
    },
    {
      "student_term_id": 32,
      "subject_id": 3,
      "ability_subject": 60.431,
      "ability_attended": 57.464,
      "ability_termed": 58.613,
      "score_noise": 1.04,
      "score_pct": 61
    },
    {
      "student_term_id": 151,
      "subject_id": 1,
      "ability_subject": 71.346,
      "ability_attended": 62.977,
      "ability_termed": 61.088,
      "score_noise": 0.964,
      "score_pct": 58.9
    },
    {
      "student_term_id": 108,
      "subject_id": 2,
      "ability_subject": 65,
      "ability_attended": 62.406,
      "ability_termed": 62.406,
      "score_noise": 1.032,
      "score_pct": 64.4
    },
    {
      "student_term_id": 200,
      "subject_id": 3,
      "ability_subject": 66.445,
      "ability_attended": 54.399,
      "ability_termed": 52.767,
      "score_noise": 0.992,
      "score_pct": 52.3
    },
    {
      "student_term_id": 186,
      "subject_id": 1,
      "ability_subject": 56.024,
      "ability_attended": 50.999,
      "ability_termed": 49.469,
      "score_noise": 1.007,
      "score_pct": 49.8
    },
    {
      "student_term_id": 133,
      "subject_id": 1,
      "ability_subject": 62.322,
      "ability_attended": 55.124,
      "ability_termed": 55.124,
      "score_noise": 1.04,
      "score_pct": 57.3
    },
    {
      "student_term_id": 166,
      "subject_id": 2,
      "ability_subject": 59.6,
      "ability_attended": 54.325,
      "ability_termed": 55.412,
      "score_noise": 0.969,
      "score_pct": 53.7
    },
    {
      "student_term_id": 130,
      "subject_id": 3,
      "ability_subject": 69.84,
      "ability_attended": 60.565,
      "ability_termed": 61.776,
      "score_noise": 1.017,
      "score_pct": 62.8
    },
    {
      "student_term_id": 224,
      "subject_id": 2,
      "ability_subject": 67.3,
      "ability_attended": 63.558,
      "ability_termed": 64.829,
      "score_noise": 0.987,
      "score_pct": 64
    },
    {
      "student_term_id": 160,
      "subject_id": 1,
      "ability_subject": 65.706,
      "ability_attended": 57.434,
      "ability_termed": 57.434,
      "score_noise": 1.003,
      "score_pct": 57.6
    },
    {
      "student_term_id": 28,
      "subject_id": 1,
      "ability_subject": 69.278,
      "ability_attended": 58.526,
      "ability_termed": 59.697,
      "score_noise": 0.977,
      "score_pct": 58.3
    },
    {
      "student_term_id": 212,
      "subject_id": 4,
      "ability_subject": 79.619,
      "ability_attended": 74.826,
      "ability_termed": 76.323,
      "score_noise": 0.98,
      "score_pct": 74.8
    },
    {
      "student_term_id": 63,
      "subject_id": 1,
      "ability_subject": 71.534,
      "ability_attended": 66.942,
      "ability_termed": 66.942,
      "score_noise": 1.027,
      "score_pct": 68.7
    },
    {
      "student_term_id": 188,
      "subject_id": 2,
      "ability_subject": 57.7,
      "ability_attended": 51.376,
      "ability_termed": 52.404,
      "score_noise": 0.997,
      "score_pct": 52.2
    },
    {
      "student_term_id": 110,
      "subject_id": 4,
      "ability_subject": 77.147,
      "ability_attended": 67.882,
      "ability_termed": 69.24,
      "score_noise": 0.988,
      "score_pct": 68.4
    },
    {
      "student_term_id": 185,
      "subject_id": 1,
      "ability_subject": 67.398,
      "ability_attended": 59.371,
      "ability_termed": 60.558,
      "score_noise": 1.004,
      "score_pct": 60.8
    },
    {
      "student_term_id": 33,
      "subject_id": 3,
      "ability_subject": 62.468,
      "ability_attended": 56.465,
      "ability_termed": 56.465,
      "score_noise": 0.995,
      "score_pct": 56.2
    },
    {
      "student_term_id": 41,
      "subject_id": 1,
      "ability_subject": 62.322,
      "ability_attended": 55.061,
      "ability_termed": 56.162,
      "score_noise": 0.976,
      "score_pct": 54.8
    },
    {
      "student_term_id": 23,
      "subject_id": 3,
      "ability_subject": 67.803,
      "ability_attended": 59.314,
      "ability_termed": 57.535,
      "score_noise": 1.01,
      "score_pct": 58.1
    },
    {
      "student_term_id": 110,
      "subject_id": 1,
      "ability_subject": 70.406,
      "ability_attended": 61.95,
      "ability_termed": 63.189,
      "score_noise": 1.011,
      "score_pct": 63.9
    },
    {
      "student_term_id": 88,
      "subject_id": 2,
      "ability_subject": 70.1,
      "ability_attended": 58.491,
      "ability_termed": 59.661,
      "score_noise": 1.008,
      "score_pct": 60.1
    },
    {
      "student_term_id": 89,
      "subject_id": 1,
      "ability_subject": 71.346,
      "ability_attended": 66.666,
      "ability_termed": 64.666,
      "score_noise": 0.988,
      "score_pct": 63.9
    },
    {
      "student_term_id": 20,
      "subject_id": 1,
      "ability_subject": 56.588,
      "ability_attended": 53.872,
      "ability_termed": 54.949,
      "score_noise": 0.957,
      "score_pct": 52.6
    },
    {
      "student_term_id": 114,
      "subject_id": 3,
      "ability_subject": 76.242,
      "ability_attended": 72.849,
      "ability_termed": 72.849,
      "score_noise": 0.997,
      "score_pct": 72.6
    },
    {
      "student_term_id": 142,
      "subject_id": 1,
      "ability_subject": 56.588,
      "ability_attended": 54.828,
      "ability_termed": 54.828,
      "score_noise": 0.997,
      "score_pct": 54.7
    },
    {
      "student_term_id": 150,
      "subject_id": 4,
      "ability_subject": 69.01,
      "ability_attended": 60.715,
      "ability_termed": 60.715,
      "score_noise": 1.011,
      "score_pct": 61.4
    },
    {
      "student_term_id": 2,
      "subject_id": 2,
      "ability_subject": 71.9,
      "ability_attended": 60.245,
      "ability_termed": 60.245,
      "score_noise": 0.989,
      "score_pct": 59.6
    },
    {
      "student_term_id": 99,
      "subject_id": 1,
      "ability_subject": 67.586,
      "ability_attended": 59.354,
      "ability_termed": 57.573,
      "score_noise": 0.977,
      "score_pct": 56.2
    },
    {
      "student_term_id": 239,
      "subject_id": 3,
      "ability_subject": 69.549,
      "ability_attended": 62.796,
      "ability_termed": 62.796,
      "score_noise": 0.971,
      "score_pct": 61
    },
    {
      "student_term_id": 208,
      "subject_id": 3,
      "ability_subject": 80.219,
      "ability_attended": 72.029,
      "ability_termed": 69.868,
      "score_noise": 0.998,
      "score_pct": 69.7
    }
  ]
}
