{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001716343,0.00007236385,0.0001369371,0.00004445729,0.008061871,0.0002126974,0.0002235544,0.00007693913,0.000138227],"category_scores_gemma":[0.0000999328,0.00006323593,0.00007909761,0.0003989715,0.0001428904,0.000441401,0.00003370712,0.0002227921,0.0004944121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008775124,"about_ca_system_score_gemma":0.00002045777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03744544,"about_ca_topic_score_gemma":0.06405716,"domain_scores_codex":[0.998661,0.0001676186,0.0002258453,0.0001164864,0.0004368474,0.0003921943],"domain_scores_gemma":[0.9994405,0.00008000113,0.0001007475,0.00006463246,0.0001250103,0.0001891264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003106866,0.000008502532,0.00006883437,0.000006477636,0.00001263889,0.00005637098,0.0007333735,0.000007885838,0.0001191473,0.99021,0.003292777,0.005480903],"study_design_scores_gemma":[0.0001125022,0.00001915187,0.00009990118,0.00004407646,0.000005712406,0.000009353256,0.002154175,0.000004471881,0.00008846082,0.0143299,0.9830363,0.00009598515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006527093,0.0001264174,0.00001431821,0.001857622,0.001563614,0.00006358785,0.000007202175,0.0001542175,0.989686],"genre_scores_gemma":[0.9965628,0.000223352,0.00004585587,0.0005667246,0.001371219,0.000002614726,6.703355e-7,0.00001209772,0.001214603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9900358,"threshold_uncertainty_score":0.9932295,"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."}}