{"id":"W4393404971","doi":"10.26443/law.v68i3.1306","title":"Recoding Family Law","year":2023,"lang":"en","type":"article","venue":"McGill Law Journal","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Université de Montréal; McGill University","keywords":"Law; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003862476,0.0006115215,0.0004153542,0.003302854,0.01023182,0.007619695,0.002355773,0.002733671,0.009581356],"category_scores_gemma":[0.008058469,0.0002606418,0.0004064227,0.001759681,0.02359989,0.006247491,0.003674713,0.004050029,0.0005426115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06657574,"about_ca_system_score_gemma":0.03753518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8840801,"about_ca_topic_score_gemma":0.8703746,"domain_scores_codex":[0.9962189,0.001265448,0.000104897,0.0005657619,0.001022069,0.0008230735],"domain_scores_gemma":[0.995532,0.001033564,0.0002676854,0.0005787389,0.002271491,0.0003163751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002730733,0.000002457197,0.0006758281,0.00001455567,0.00000193686,0.0001600645,0.009413037,0.0001894497,0.00004157282,0.9738709,0.007111654,0.008515895],"study_design_scores_gemma":[0.000009187004,0.00001039256,0.003807619,0.000407626,0.00001594838,0.0005012929,0.02211443,0.00171395,0.0002646306,0.2005256,0.7705755,0.00005389377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06641639,0.01320174,0.07505414,0.08004314,0.002222811,0.0001469715,0.001005547,0.0004381445,0.7614712],"genre_scores_gemma":[0.9081156,0.002856116,0.00711175,0.00611945,0.000323611,0.000070291,0.0002023121,0.0001065206,0.07509432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8840801,"threshold_uncertainty_score":0.483043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06788317923485174,"score_gpt":0.3306276168105635,"score_spread":0.2627444375757118,"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."}}