{"id":"W4323244453","doi":"10.2139/ssrn.4372318","title":"Preventive Justice? Domestic Violence Protection Orders and their Intersections with Family and Other Laws and Legal Systems","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Law; Domestic violence; Economic Justice; Political science; Criminology; Sociology; Poison control; Suicide prevention; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009512607,0.0001280201,0.0001522216,0.00006144512,0.001387854,0.0001899784,0.00006637118,0.00005898522,0.000001476556],"category_scores_gemma":[0.0001094032,0.00008352541,0.00002280372,0.0002637687,0.0003679033,0.0002717333,0.0000348463,0.0006225459,0.000002781107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003499731,"about_ca_system_score_gemma":0.0002585234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008472132,"about_ca_topic_score_gemma":0.02012535,"domain_scores_codex":[0.9984871,0.0001987443,0.0001291262,0.0001907227,0.0001677858,0.0008265856],"domain_scores_gemma":[0.9996108,0.00008541829,0.0001014412,0.00003876697,0.00008407138,0.00007949898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008817903,0.0003264114,0.02942198,0.0006173291,0.003685017,0.00005615336,0.2107013,0.0006707686,0.004751645,0.6015182,0.0003778334,0.1469916],"study_design_scores_gemma":[0.00166125,0.001063706,0.01535577,0.0005861278,0.0002682297,0.0006128984,0.9483746,0.0009499908,0.00001227699,0.02149213,0.009092959,0.0005300124],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929406,0.003349011,0.001658467,0.000838255,0.0001737492,0.0004724821,0.000003051238,0.00007027292,0.0004940971],"genre_scores_gemma":[0.992268,0.00653966,0.00001134035,0.00002314242,0.0001774506,0.00003731482,2.475637e-7,0.00001078536,0.0009320862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7376733,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583886816040458,"score_gpt":0.2809895349307326,"score_spread":0.265150666770328,"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."}}