Download QA_REPORT.md from RegalFire/Scientific-Code-Troubleshooting: direct link, hf CLI and curl.
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curl -L -o QA_REPORT.md https://huggingface.co/datasets/RegalFire/Scientific-Code-Troubleshooting/resolve/main/QA_REPORT.md
RegalFire — QA Report
Validation status: PASS. 50/50 records checked independently.
Unique IDs: 50; exact semantic duplicates: 0; grouped source/template units: 50.
Controlled corruptions rejected: 9/9.
Checks: strict UTF-8/JSON (duplicate keys/nonfinite numbers rejected), schema fields/types, source hashes/relations, attribution/license, labels, independent source oracles, witness replay, split file partition, shared source/text/template/grid groups and scientific near-question leakage.
Near duplicates: scientific normalized text/code and 5-shingle near-question groups; synthetic template-held-out grouping. Exhaustive semantic detection is not claimed. Synthetic master seeds are not individual task seeds; this is not a fresh-seed independence claim.
Rejected candidates: 1017. rejected.jsonl contains identifiers and exclusion reasons, not unapproved source bodies. Many exclusions are selection failures or redundant examples rather than corrupt records.
Scientific answers remain community content and scientific code was not executed. Public holdout content is exposed. See README for all label and source limitations.