{"slug":"brycewang-stanford-aerj-topic-selection","source_name":"brycewang-stanford/aerj-topic-selection","name":"Brycewang Stanford/Aerj Topic Selection","description":"Use when deciding whether a topic fits the American Educational Research Journal (AERJ), now an integrated field-wide journal, and whether the manuscript's dominant education-research lens is clear. AERJ rewards broad significance to education research, not subfield-only description. Tests fit; it does not generate research questions.","version":1,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":39.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:15:43.886229+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":68.2,"without_pass_pct":59.1,"tokens_delta_pct":39.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T15:15:43.886229+00:00","run_id":"c85230b8-fe2a-48c2-90d9-56f7232c1d28","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":"MIT","install_count":0,"manifest_hash":"90828e39b97bd5a13ecd13d0974c043a6645253e47fad21370d61f432769b008","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aerj-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aerj-topic-selection"}