Audit distractor choices for a wording flaw

An item-review memo separating wording flaws from concept errors, with a proposed repair.

Choose one of three approaches. The steps for that option appear below.

Choose an option above. On a phone, swipe the tabs left or right to see all options →

Gemini: builds the table and memo, you check

Gemini builds the interpretation table and drafts the memo. You check each stage and decide.

  1. You

    Have ready (You)

  2. Gemini

    Build table (Gemini)

  3. You

    Check table (You)

  4. Gemini

    Draft memo (Gemini)

  5. You

    Decide memo (You)

  1. Have ready: item, rationale and option counts

    Use: You

    Collect the exact multiple-choice item, rationale and option counts showing unexpected choices; keep originals unchanged.

    Check

    Check each file is right and complete, and your organisation allows upload; this guide does not confirm it.

  2. Build the option-interpretation table

    Use: Gemini

    Add the checked data to Gemini and ask for the option-interpretation table with counts and competing readings, counts tracing to rows.

    Details

    What to paste into the tool

    From the added data, build an option-interpretation table with counts and competing readings. Show how each count was reached. If something is not in the data, write UNRESOLVED.

  3. Check and correct the table

    Use: You

    Correct the draft table and keep unresolved items in place.

    Check

    Compare the data with the original and recount a sample by hand; weigh plausible readings yourself.

  4. Draft the item-review memo

    Use: Gemini

    Ask Gemini for a draft item-review memo from the corrected table, distinguishing wording flaws from concept errors with a proposed repair.

    Details

    What to paste into the tool

    From the corrected option-interpretation table only, draft an item-review memo that distinguishes wording flaws from concept errors and proposes a repair for each finding. Tie every statement in the memo to a row of the corrected table. If something is not in the table, write UNRESOLVED.

  5. Check the memo and decide

    Use: You

    Check the draft memo against the original inputs and decide what to keep.

    Check

    Check each statement traces to a table row; decide retain, revise or exclude; no scores change automatically.

Before you paste into any AI tool, remove any confidential information. Put it back at the end.

Tools in this workflow

Final check

Every stage output is checked by the named person before the next stage.

Unresolved items stay visible and are not filled in by the tool.

Only the supplied sources are used as authority.

Check the result against your original inputs. Approve it before sharing or acting.

What still needs checking
  • Whether the item is retained, revised or excluded is for the assessment lead to decide.

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