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Test_AI_writing

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81.4 kB

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4 contributors

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Claude Opus 5.5

Smart Humanize to 0%: sentences still flagged after the Smart passes go to the fast engine (within the wallet reservation); a proofread may not take a 0% result above 0

bf18f6a about 21 hours ago

.gitignore

6 Bytes
Harden rewrite integrity, stop the final polish undoing humanization, add tests 13 days ago
batch.py

4.23 kB
Add meaning check, Groq model fallback and subject test run; close guard gaps 13 days ago
bench_fast.py

1.75 kB
Fast engine: stronger first round, rounds 2+ judged in context, never builds on a worse round, stock AI phrases always rewritten 7 days ago
bench_generators.py

6.66 kB
Fast engine: versions from several models at once (Gemini 3.5 Flash-Lite + Qwen 3.8 by default, gpt-oss-20b as fallback), checked inside the worker threads; generator benchmark 7 days ago
bench_int8_detector.py

2.12 kB
Fast engine on CPU about a third faster: versions pre-ranked by the two small detector models 7 days ago
bench_smart.py

2.37 kB
Smart Humanize to 0%: sentences still flagged after the Smart passes go to the fast engine (within the wallet reservation); a proofread may not take a 0% result above 0 about 21 hours ago
compare_detectors.py

4.47 kB
Stronger AI detector: two more paraphrase-robust models averaged into the score 6 days ago
e2e.py

7.62 kB
Harden rewrite integrity, stop the final polish undoing humanization, add tests 13 days ago
env.py

572 Bytes
Harden rewrite integrity, stop the final polish undoing humanization, add tests 13 days ago
fetch_wos_wikidata.py

1.79 kB
Journal Finder: SCIE / SSCI / AHCI / ESCI lists from Wikidata (open, partial) until Clarivate's lists are added 6 days ago
fmt_audit.py

12.6 kB
Journal Formatter: footnotes, web references, books and reports, author marks, cleaner LaTeX 6 days ago
fmt_corpus.py

15.3 kB
Journal Formatter: footnotes, web references, books and reports, author marks, cleaner LaTeX 6 days ago
fmt_pages.py

2.18 kB
Journal Formatter: footnotes, web references, books and reports, author marks, cleaner LaTeX 6 days ago
fmt_word_pages.py

1.82 kB
Journal Formatter: footnotes, web references, books and reports, author marks, cleaner LaTeX 6 days ago
run_local.py

780 Bytes
Harden rewrite integrity, stop the final polish undoing humanization, add tests 13 days ago
run_ui_only.py

796 Bytes
Journal Formatter and Journal Finder as native tabs of the suite (work in progress) 13 days ago
samples.py

2.96 kB
Harden rewrite integrity, stop the final polish undoing humanization, add tests 13 days ago
samples_domains.py

13.4 kB
Add meaning check, Groq model fallback and subject test run; close guard gaps 13 days ago