CoTrackPro on Kaggle

Open, reproducible evaluation work — notebooks, datasets, models, and a community de-escalation leaderboard. Child-centered, trauma-informed, court-neutral.

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Standards: synthetic or public-source data only, with a provenance manifest per dataset. Content classification only — never prediction about individuals. Not legal advice.

De-escalation leaderboard

Ranked by mean hostility reduction on the shared synthetic set. Want in? See the 5-minute tutorial.

#EntryAuthorType Mean reduction% improvedVerified
1example-llm-rewriter@dougdevitrereported0.41090%
2baseline-softener@dougdevitreruleset0.11060%

Datasets

Models

Notebooks