{
  "title": "Educational testing support score records for AI",
  "source_page": "https://fiund.com/industries/education-support-score-correction-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A rubric rescore changes the issued score without changing the response",
    "context": "Original fictional responses and scoring rules make score provenance inspectable. The exercise measures record matching and arithmetic, not a person's ability or academic eligibility.",
    "records": [
      [
        "ES1",
        "Practice item I1 response A",
        "Response text unchanged. Rubric V1 awards one point per named category, maximum 2; issued score 2."
      ],
      [
        "ES2",
        "Authorized rescore",
        "I1 / A rescored under V2, which requires an explanation as well as names; authorized issued score 1, replacing 2."
      ],
      [
        "ES3",
        "Lookalike score card",
        "I2 response A has score 2 under V2. No relation supersedes ES2."
      ]
    ],
    "question": "What is the current issued score for I1 response A, and does the correction establish that the response itself changed?",
    "answer": "ES2 explicitly replaces I1 response A's issued score with 1 under rubric V2. ES1 states the response text is unchanged, so the score correction is explained by the recorded rubric rescore rather than a new response. ES3 concerns I2 even though it shares response alias A. Its score cannot replace I1's. Retain both rubric versions and the authorized supersession trail.",
    "failureModes": [
      "Describing a rescore as an improved or worsened response without new response evidence.",
      "Joining scores on response alias A while dropping the item identifier."
    ],
    "fields": [
      [
        "Item and response identity",
        "Disambiguates reused response labels."
      ],
      [
        "Rubric version and rule",
        "Explains the scope of each issued score."
      ],
      [
        "Authorized rescore link",
        "Makes the replacement inspectable without deleting history."
      ]
    ],
    "holdout": "Add a draft V3 rescore with no authorization. Require the system to preserve V2's issued score while separately identifying the proposed change.",
    "boundary": "Use independently written items and keys. Include no real tests, student records, protected assessment content or admissions, placement or grading decisions."
  }
}