{"id":"W7117124360","doi":"10.1111/fcre.70035","title":"New footprints on an old trail","year":2025,"lang":"en","type":"article","venue":"Family Court Review","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Honor; Field (mathematics); Family law; Publishing; Mental health; Learning disability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03734387,0.0008891472,0.001759699,0.006697551,0.01307367,0.03224901,0.003045221,0.00916562,0.05681956],"category_scores_gemma":[0.1083216,0.0009121121,0.001202753,0.004465345,0.02246868,0.03915009,0.01109646,0.01782057,0.01757079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006865325,"about_ca_system_score_gemma":0.01968581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005853811,"about_ca_topic_score_gemma":0.0120618,"domain_scores_codex":[0.9697109,0.01033241,0.001754193,0.003625255,0.01216747,0.00240983],"domain_scores_gemma":[0.8773237,0.04678006,0.004244821,0.01996604,0.03423373,0.01745166],"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":[0.00005139106,0.0000488623,0.0003784516,0.0003401852,0.00002651573,0.0002289363,0.002258054,0.00006326907,0.0001645661,0.1411562,0.7840538,0.07122973],"study_design_scores_gemma":[0.000004557508,0.00001043783,0.0001463793,0.0003813891,0.000003627566,0.00009063165,0.001369769,0.0000242605,0.0000324028,0.02330644,0.974615,0.00001512657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001365513,0.0607365,0.003170141,0.7670872,0.09328997,0.00004284309,0.000340177,0.0003683075,0.07359935],"genre_scores_gemma":[0.07676719,0.09762686,0.01181362,0.4488305,0.1477022,0.0002980391,0.0007753703,0.002195117,0.2139911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05681956,"threshold_uncertainty_score":0.1974956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08069392064567658,"score_gpt":0.4489039948725599,"score_spread":0.3682100742268833,"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."}}