{"slug":"tangxiangru-neuroscience-comparator-ladder-and-per-unit-predictions","source_name":"tangxiangru/neuroscience-comparator-ladder-and-per-unit-predictions","name":"Tangxiangru/Neuroscience Comparator Ladder And Per Unit Predictions","description":"Use at study design and analysis when a model is about to be compared against one alternative, or a fit reported without a negative control. Covers the two-sided comparator ladder, the control representation panel, and splitting per-unit predictions into the ones a measurement validates and the ones that stay predictions.","version":1,"lift":{"pass_rate_delta_pts":66.67,"pass_rate_pct":100,"total_cases":24,"passed_cases":24,"tokens_delta_pct":7.7,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-25T21:23:59.402689+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":66.67,"with_pass_pct":100,"without_pass_pct":33.3,"tokens_delta_pct":7.7,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":24,"verdict":"pass","never_hurt":true,"completed_at":"2026-09-25T21:23:59.402689+00:00","run_id":"1f072fb6-8baa-4f7b-950c-54cb988cbcd4","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"NOASSERTION","install_count":0,"manifest_hash":"1c02071bc994cb6c460963caf74ae83d93f0c3f0f3d8c68ab4192c5003dcb5cf","raw_url":"https://app.decimal.ai/s/tangxiangru-neuroscience-comparator-ladder-and-per-unit-predictions/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tangxiangru-neuroscience-comparator-ladder-and-per-unit-predictions"}