{"id":"W2122032972","doi":"10.1177/1077801202238430","title":"Making Social Change","year":2003,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Domestic violence; Criminology; Poison control; Suicide prevention; Human factors and ergonomics; Criminal justice; Political science; Injury prevention; Medical emergency; Law; Psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001007416,0.0001377951,0.000168069,0.00008242999,0.0009821421,0.00008884607,0.0003165347,0.0001147223,0.0003043992],"category_scores_gemma":[0.0001203371,0.000141913,0.0000588974,0.0004205827,0.0002909779,0.0003256385,0.00003494529,0.0001453869,0.0004108474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633708,"about_ca_system_score_gemma":0.0001248776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009291,"about_ca_topic_score_gemma":0.00001174778,"domain_scores_codex":[0.9980813,0.0002417404,0.0001790192,0.000282348,0.0003813277,0.0008342976],"domain_scores_gemma":[0.9995425,0.00004049287,0.0000766126,0.0001480435,0.00007366064,0.0001186606],"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":[0.00002074885,0.0001392748,0.01261014,0.00003537709,0.00002561977,0.0000363134,0.1642696,0.00000381092,0.0005288564,0.6402568,0.0007778235,0.1812956],"study_design_scores_gemma":[0.001179258,0.0001483058,0.0768205,0.0006808679,0.00002254428,0.0000033618,0.1386122,0.0001128183,0.0005469155,0.0455245,0.7344543,0.001894435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4969078,0.0001664188,0.0001056959,0.00007870093,0.0004923694,0.0002640571,0.000005453809,0.000168672,0.5018108],"genre_scores_gemma":[0.9962959,0.0005372988,0.0001588799,0.00211269,0.0004171486,0.0001601016,0.000001454387,0.00001503198,0.0003014766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7336765,"threshold_uncertainty_score":0.7553942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08543647828353355,"score_gpt":0.3604788883818975,"score_spread":0.2750424100983639,"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."}}