{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007730843,0.0006638159,0.000406305,0.001236377,0.01239703,0.01083879,0.001648259,0.006831262,0.03981374],"category_scores_gemma":[0.01264546,0.0002064802,0.0007253278,0.0006226918,0.01930598,0.008080109,0.01354208,0.005955669,0.004767589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004508444,"about_ca_system_score_gemma":0.01170574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617137,"about_ca_topic_score_gemma":0.007456588,"domain_scores_codex":[0.9929171,0.003505073,0.0001150006,0.0007524806,0.001017808,0.00169255],"domain_scores_gemma":[0.9939786,0.001404938,0.0002654991,0.0008554329,0.0007641639,0.002731366],"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":[0.00002937866,0.000276652,0.001665293,0.000162584,0.00003450436,0.000436909,0.03316399,0.000244465,0.0005660629,0.6802272,0.1682497,0.1149432],"study_design_scores_gemma":[0.00001645524,0.00004389714,0.00110337,0.0001796661,0.000009901994,0.0000594682,0.02293666,0.00008844207,0.0002120494,0.1809782,0.7943608,0.00001104148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01470141,0.002077567,0.006690863,0.316995,0.008208025,0.0001744727,0.00006147262,0.0002516911,0.6508396],"genre_scores_gemma":[0.6872308,0.003160569,0.007174948,0.07782798,0.002607829,0.0003540965,0.0001428372,0.0001789981,0.221322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03981374,"threshold_uncertainty_score":0.1331902,"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."}}