{"id":"W4386268310","doi":"10.21428/cb6ab371.5d329d88","title":"“This Isn’t Justice”: Abused Women Navigate Family Law in Greater Vancouver","year":2022,"lang":"en","type":"preprint","venue":"CrimRxiv","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Criminology; Family law; Law; Sociology; Psychology; Political science","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":[0.00155661,0.0004151931,0.0006006569,0.001196545,0.03894076,0.008975375,0.001752529,0.002271181,0.004202964],"category_scores_gemma":[0.005244051,0.0006640042,0.0002021395,0.001891445,0.01142514,0.002751189,0.007505002,0.005213988,0.000329277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02277792,"about_ca_system_score_gemma":0.02018609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7807251,"about_ca_topic_score_gemma":0.9127216,"domain_scores_codex":[0.997139,0.001200213,0.00007007443,0.0001667932,0.0004195329,0.001004377],"domain_scores_gemma":[0.9973879,0.0007522703,0.0002849469,0.00006468881,0.0003957979,0.001114324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001284699,0.00001805735,0.007240647,0.00004163387,0.00000481546,0.00138667,0.9814845,0.00001531541,0.0001981118,0.001228544,0.001978909,0.006389922],"study_design_scores_gemma":[8.688996e-7,0.000006262901,0.002217058,0.00004819865,0.000002071365,0.0001783878,0.9894204,0.00001230651,0.00002187942,0.0001214004,0.007965622,0.000005600637],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711305,0.001541544,0.0001631987,0.01142743,0.0001328438,0.00003595218,0.00004106934,0.000008695692,0.01551874],"genre_scores_gemma":[0.983431,0.002065429,0.0001662826,0.002744139,0.00002517579,0.00002352324,0.00003506353,0.00001860323,0.01149076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2192749,"threshold_uncertainty_score":0.4411325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182705747151947,"score_gpt":0.3388845455571339,"score_spread":0.2870574880856145,"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."}}