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Audit of draft article vs. transcript

Shawano School Board · December 22, 2025
AI-Generated Content: All content on this page was generated by AI to highlight key points from the meeting. For complete details and context, we recommend watching the full video. so we can fix them.

Summary

Checklist-based audit flags a small set of issues for correction before finalizing the article: transcript concatenation error, lack of detail for some consent items, and timeline boundary labeling in highlights.

Spelling: Found concatenated names in the attendance line in the transcript ("Bobbi LemerondJeana Winslow"); corrected to separate names in speaker list and article. Severity: low.

Clarity: The minutes list the Safety Plan and policy PDFs in the packet but do not transcribe their content; the article must not state omitted details as facts. Severity: medium.

Chronology: Timeline and article preserve the sequence of adjourn-to-closed-session motions and the reconvened open session at 5:30 p.m. No chronology issues. Severity: none.

Framing: The article must avoid implying any controversy or content from closed sessions. The draft correctly records that closed-session content was not disclosed. Severity: none.

Misinformation: No factual contradictions between minutes and article text were identified beyond the concatenated attendance error. Severity: low.

Misidentification: No speaker was misidentified with a role the transcript did not provide; Alfred Pyatskowit is listed as Board Clerk per the signature. Severity: none.

Out_of_context: The draft avoided lifting claims from closed session; community comment content was not invented. Severity: none.

Quantitative precision: Voucher and revenue figures are quoted exactly as recorded in the minutes. Severity: none.

Process clarity: The draft differentiates discussion (Superintendent's report) vs. decisions (motions/votes). Severity: none.

Agency clarity: The article names the Shawano School District and references the Wisconsin statute correctly. Severity: none.

Question emphasis: No Q&A exchanges in the minutes to misrepresent. Severity: none.

Omission: The minutes do not provide details of personnel actions or the substance of the Safety Plan; the article notes that details are in the packet and does not claim otherwise. Severity: low.

Bias: The draft is neutral and fact-focused. Severity: none.

Duplicate: No duplicative passages identified. Severity: none.

Transcript Segment Error: Some highlight entries used placeholder segment ranges (e.g., SEG 0640–0710) that do not exist in the transcript; these have been flagged and will be corrected to existing SEG references. Severity: medium.