Session 4 · Student worksheets

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Worksheet 4A AI output audit

28 October 2026 • 10 minutes

Evidence: at 350 °C, mean conversion is 64% for baseline and 75% for modified catalyst, with three independent batches per group. Evidence covers one feed and an 8 h window. No activation-energy study or industrial lifetime data exist. All values are synthetic.

Mock AI output for critique

“The modified catalyst improved conversion by 75% and performed better under all industrial conditions. This proves a lower activation energy and a long commercial lifetime. These findings agree with REF-X.”

REF-X is an intentionally invented placeholder. This paragraph is a teaching example written to contain errors, not a measured evaluation of any AI model.

Claim or change Evidence check Accept revise or reject

Corrected paragraph

Verification record

Which checks did you perform yourself?

Worksheet 4B Ethics and disclosure

Explain the action and reason. Use the journal and institutional policies that apply.

1. A language-editing tool invents a reference in your manuscript.

2. A collaborator plans to upload an unpublished industrial dataset to an unapproved AI service.

3. An image generator produces a realistic SEM image for use as experimental evidence.

AI use log

Draft disclosure

Describe actual use only. Identify the tool, purpose and human review. Verify the required wording and location for the target journal.

Policy example checked 6 October 2026: Elsevier generative AI policies for journals. Read the current page before submission:

Publisher policy

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