{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001581073,0.0004012776,0.0005677734,0.0001816305,0.0007928294,0.0002121697,0.00118282,0.0004285738,0.007623276],"category_scores_gemma":[0.00007071174,0.0004296419,0.0001824876,0.0003525316,0.0005834182,0.0002060948,0.0008837174,0.001392014,0.0005039826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114263,"about_ca_system_score_gemma":0.0004910371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409154,"about_ca_topic_score_gemma":0.0009645162,"domain_scores_codex":[0.9961606,0.0005263865,0.0005365486,0.0009031221,0.0007736159,0.001099724],"domain_scores_gemma":[0.9986066,0.0001155284,0.0002012204,0.000712022,0.0001276572,0.0002370174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004969221,0.0008393441,0.01765251,0.002258411,0.0003124652,0.001196956,0.5582019,0.002233825,0.0007166323,0.1907485,0.2216756,0.003666932],"study_design_scores_gemma":[0.001491606,0.0001233034,0.01920953,0.0006489952,0.0002676148,0.000001061465,0.05766826,0.0004302813,0.0001190957,0.01800394,0.8995478,0.002488578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3223872,0.000286174,0.00003140036,0.00006599162,0.006188016,0.0005646603,0.00005933348,0.0002044085,0.6702128],"genre_scores_gemma":[0.9777823,0.0004750915,0.0002108331,0.002701491,0.0004921218,0.0005897137,0.00003009889,0.00006300383,0.01765533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6778721,"threshold_uncertainty_score":0.9998155,"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."}}