{"id":"W3203621158","doi":"10.1111/fcre.12540","title":"Identifying Coercive Control in Canadian Family Law: A Required Analysis in Determining the Best Interests of the Child","year":2021,"lang":"en","type":"article","venue":"Family Court Review","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Control (management); Psychology; Family law; Best interests; Psychological intervention; Political science; Law; Criminology; Social psychology; Computer science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550366,0.0001577023,0.0006575034,0.00006447706,0.0005496317,0.00007735648,0.0005617835,0.00008359501,0.00002055905],"category_scores_gemma":[0.001206598,0.00009623649,0.0003145927,0.001707577,0.0003418923,0.0001547307,0.0001102859,0.0003107693,0.00001416183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005348527,"about_ca_system_score_gemma":0.000316177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6791298,"about_ca_topic_score_gemma":0.9766843,"domain_scores_codex":[0.9972542,0.001017184,0.0005630493,0.0002711701,0.0004302126,0.0004641979],"domain_scores_gemma":[0.9987919,0.0003281976,0.0002173251,0.0003037092,0.0002543778,0.0001045207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001132557,0.000191769,0.9137537,0.0009988928,0.001146316,0.0001144003,0.05320062,0.00008400616,0.0002248024,0.006886317,0.003772552,0.01961534],"study_design_scores_gemma":[0.0004226538,0.000009758757,0.9038206,0.00561486,0.0006558151,5.245176e-7,0.01663785,0.00006656005,0.0000042841,0.00006210505,0.07247329,0.0002316707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5865469,0.3317837,0.00001023605,0.03475698,0.0006766437,0.002386303,0.00008713755,0.00002620115,0.04372591],"genre_scores_gemma":[0.9645193,0.02865823,0.00002027075,0.006585366,0.00004460683,0.00005507866,0.000004416988,0.000007235611,0.0001055533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3779724,"threshold_uncertainty_score":0.4227378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05914237393214094,"score_gpt":0.3530770726104747,"score_spread":0.2939346986783337,"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."}}