{"id":"W7106227280","doi":"10.26188/30664649","title":"Research Project Overview: First Nations Women’s Engagement with the Family Law System","year":2025,"lang":"","type":"other","venue":"University of Melbourne data repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Excellence; Family law; Domestic violence; Economic Justice; Legal research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03645993,0.0005664096,0.0009267105,0.005202231,0.006521794,0.005341962,0.001774168,0.001893265,0.04237987],"category_scores_gemma":[0.02856817,0.00131545,0.0008490588,0.008017062,0.001807295,0.003885075,0.006418835,0.00351398,0.01057904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006970674,"about_ca_system_score_gemma":0.0286156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03247233,"about_ca_topic_score_gemma":0.05251279,"domain_scores_codex":[0.9842104,0.009199009,0.001080386,0.001177869,0.002647887,0.00168462],"domain_scores_gemma":[0.9781418,0.008570381,0.001362465,0.002278314,0.005916931,0.003730052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006083692,0.001406903,0.02087936,0.01516923,0.00006699523,0.000728432,0.2680888,0.0004179942,0.001469834,0.03204434,0.3420428,0.3170769],"study_design_scores_gemma":[0.0001553437,0.0006720761,0.03016965,0.006519509,0.00005398741,0.0002993418,0.14237,0.0001863185,0.0008453947,0.002711572,0.8159245,0.0000923226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1510039,0.02023396,0.03801843,0.02361835,0.002170579,0.2274522,0.1975179,0.00221066,0.3377741],"genre_scores_gemma":[0.160596,0.02079761,0.145686,0.007535172,0.0005233564,0.5066002,0.06367833,0.001008458,0.09357497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04237987,"threshold_uncertainty_score":0.1928209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08134490229653597,"score_gpt":0.3026590663086009,"score_spread":0.2213141640120649,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}