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v6 shipped in #44 (Heuristic 10 journal-legitimacy flagging + the #43 scoring-formula fix) and is now the current production prompt — but, like v5 before its #40 validation, it has never been run. Two things changed that need empirical confirmation before v6 is treated as production-validated.
H10 detection — run v6 against test-sets/predatory-venues.md. Confirm refs 1 and 4 flag Elevated (H10 alone), ref 3 flags High (H10+H7), and the two clean controls stay Defensible: ref 2 (Faridvand et al., Int. J. Nursing Practice, DOI 10.1111/ijn.12659) and ref 5 (Vogel et al., Lancet Global Health, DOI 10.1016/S2214-109X(15)70094-X). These controls were corrected during feat(prompt): v6 auditor — journal legitimacy (H10) and scoring formula fix #44 review — verify v6 clears them under H10 (indexed journals must not flag).
Scoring calibration — under the new formula (no D×3), clean real articles should now score high: re-run Ahmadinezhad and Patriksson and confirm they land near the top of the scale (they scored 5 and 22 under v5's D×3 formula). The dirty corpus (Amarnath, Madhukar) should still score low.
Adversarial-30 regression — run v6 against test-sets/adversarial-30.md (corrected test-sets/adversarial-30: trap-index ground-truth errors surfaced by the v4 baseline run #37 key: 14 clean / 16 manipulated). H/E/M/D tier assignments should match v5 (sensitivity 100%, specificity 92.9%); H10 should fire on nothing (adversarial-30 has no predatory-venue traps), so any new H10 flag on a clean ref is a false positive to capture. Note the numeric scores will differ from v5 because the formula changed.
Commit reports with -v6- filenames; do NOT overwrite the v5 baseline (reports/adversarial-30-v5-2026-06-19.html).
Notes
Dispatch opus with live web search (H10 hits DOAJ api.doaj.org, PubMed, Scopus, WoS).
Because both the heuristic set and the scoring formula changed, v6 metrics are not directly comparable to the v5 baseline numbers.
Origin
Surfaced by #44 (the v6 release). The H10 prompt logic and scoring fix were verified for correctness during PR review (and two broken clean-control DOIs were corrected pre-merge), but no audit was run; this issue tracks the empirical validation.
Summary
v6 shipped in #44 (Heuristic 10 journal-legitimacy flagging + the #43 scoring-formula fix) and is now the current production prompt — but, like v5 before its #40 validation, it has never been run. Two things changed that need empirical confirmation before v6 is treated as production-validated.
Mirrors #40 (which validated v5).
Tasks
test-sets/predatory-venues.md. Confirm refs 1 and 4 flag Elevated (H10 alone), ref 3 flags High (H10+H7), and the two clean controls stay Defensible: ref 2 (Faridvand et al., Int. J. Nursing Practice, DOI 10.1111/ijn.12659) and ref 5 (Vogel et al., Lancet Global Health, DOI 10.1016/S2214-109X(15)70094-X). These controls were corrected during feat(prompt): v6 auditor — journal legitimacy (H10) and scoring formula fix #44 review — verify v6 clears them under H10 (indexed journals must not flag).test-sets/adversarial-30.md(corrected test-sets/adversarial-30: trap-index ground-truth errors surfaced by the v4 baseline run #37 key: 14 clean / 16 manipulated). H/E/M/D tier assignments should match v5 (sensitivity 100%, specificity 92.9%); H10 should fire on nothing (adversarial-30 has no predatory-venue traps), so any new H10 flag on a clean ref is a false positive to capture. Note the numeric scores will differ from v5 because the formula changed.-v6-filenames; do NOT overwrite the v5 baseline (reports/adversarial-30-v5-2026-06-19.html).Notes
api.doaj.org, PubMed, Scopus, WoS).Origin
Surfaced by #44 (the v6 release). The H10 prompt logic and scoring fix were verified for correctness during PR review (and two broken clean-control DOIs were corrected pre-merge), but no audit was run; this issue tracks the empirical validation.