imacat/pop-fem-audit
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Author SHA1 Message Date
imacatandClaude Fable 5 963504e9c3 Add step 4 semantic code grouping by majority vote on claude-fable-5 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:40 +08:00
imacatandClaude Fable 5 64dd9b0cc3 Add a model option to run-llm for the claude-fable-5 model 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:40 +08:00
imacat 41d2822063 Add conference paper first draft. 2026-08-17 22:38:40 +08:00
imacatandClaude Fable 5 70578b5d77 Record the blind semantic code grouping in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:40 +08:00
imacatandClaude Fable 5 ff2a3a217f Record the full k-value comparison table in the decision log 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 2c15c0bb8b Derive the performing group genders from their Wikidata members 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 5d10383dcb Derive the song performer gender and identify Pinkfong as Hope Segoine 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 99f5c1c260 Drop the redundant HTTP error class from the retry catch 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:39 +08:00
imacatandClaude Opus 5 d370ac51dc Pin the parenthesized members pattern to a single split point 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 c7b630c632 Make the module-level helpers private instead of protected 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 5194d4246b Extract the protected name restoration out of the credit parser 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 36b3456414 Classify the transient request errors in one place 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 511abd0a55 Extract the record content builder out of the export line builder 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 047f322bf3 Stop binding the unread role in the parsed credit check 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:38 +08:00
imacatandClaude Opus 5 2d8a34ea9e Remove the unused skipped counter of the artist fetcher 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 1c78f4a918 Capture the command output in the parent-directory export test 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 71f9c713f0 Merge the two identical chart-position formatters of the CSV exporter 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 95b843f76e Unify the export-llm-input and run-llm summary lines with build-db 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 76d5df3a87 Close the HTTP error fixtures when the test ends 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:37 +08:00
imacatandClaude Opus 5 a21e407e2f Run the tests on an in-memory store and dispose the engine afterwards 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:36 +08:00
imacatandClaude Opus 5 7a5176b8b3 Trim the build-db summary to songs, artists, codings and elapsed time 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:36 +08:00
imacatandClaude Opus 5 045086f9ca Import the settled coding into the working store 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:36 +08:00
imacatandClaude Opus 5 87352a2530 Settle the coding of the 883 songs against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:36 +08:00
imacatandClaude Opus 5 bfb5208133 Repair the coding output with a reviewed correction table 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:35 +08:00
imacatandClaude Opus 5 5018f12cd1 Record how far the coding output departs from its stated contract 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:35 +08:00
imacatandClaude Opus 5 10fccca108 Add the tally-codings subcommand for the majority vote 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:35 +08:00
imacatandClaude Opus 5 4dd82867fa Archive the third coding run 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 8c06406b3a Settle the coding by a majority of three runs instead of an arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 3a2419f43a Import each command module only when its subcommand runs 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 8299906b51 Restructure cluster-keywords into builders and result records 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 adbd9c1a24 Archive the arbitration pass over the coding disagreements 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:34 +08:00
imacatandClaude Opus 5 94971eb07d Quote one line per kept keyword in the arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 85db4dac12 Build the arbitration input with a per-ID extras merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 c2ffa9d247 Add the compare-codings subcommand for the arbitration handoff 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 c997cc8d74 Drop the source-provenance artifact from cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:33 +08:00
imacatandClaude Opus 5 c1e099901d Rename the arbitration definition file to 03-02-arbitration 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 787ca10f29 Archive the second coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 1db46039fe Archive the first coding pass against the 101 keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 d4c313734a Keep the medoid group names after testing LLM naming 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 fbb80180af Report the clustering result in a sentence 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:32 +08:00
imacatandClaude Opus 5 def2affa95 Rebuild the coding keywords with 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 c5ad09524b Record the clustering invocation in a meta file 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 5b376e001d Raise the clustering to 100 groups 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 59f62cd4d4 Quote one line per assigned keyword 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:31 +08:00
imacatandClaude Opus 5 864735352a Take the extra coding keywords from the command line 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 1c4d5c5ed7 Merge the keyword pooling into cluster-keywords 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 066ae15800 Separate the clustered keyword list from the keywords to merge 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:30 +08:00
imacatandClaude Opus 5 bf2b4970fd Pass the coding keywords as input instead of baking them into the prompt 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 896ee09b21 Archive the clustered coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00
imacatandClaude Opus 5 a14e2a878a Add the cluster-keywords subcommand for the coding vocabulary 
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-17 22:38:29 +08:00