{"id":"W92693918","doi":"10.1007/978-0-387-73204-6_7","title":"What Can be Done to End Violence Against Women?","year":2007,"lang":"en","type":"book-chapter","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"History; Psychology","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":[0.003104365,0.0008712097,0.0008072139,0.0009546098,0.00210144,0.003574613,0.001090757,0.004602528,0.01219635],"category_scores_gemma":[0.004779453,0.0002409126,0.000597748,0.0007622089,0.007723495,0.006687619,0.001652573,0.005931305,0.003078048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00256801,"about_ca_system_score_gemma":0.006393356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006388266,"about_ca_topic_score_gemma":0.01847612,"domain_scores_codex":[0.9987441,0.0006384294,0.00003593925,0.00005583728,0.0003226486,0.0002029649],"domain_scores_gemma":[0.9986783,0.0008384815,0.00007235646,0.00005404848,0.0001940879,0.0001627696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004273168,0.0001658294,0.0003047142,0.001835025,0.00004960295,0.0001881184,0.004630458,0.0002635107,0.0001446463,0.3438527,0.3574553,0.2910673],"study_design_scores_gemma":[0.00002473865,0.0000417535,0.0007808977,0.005872208,0.00002967681,0.0002630667,0.004521662,0.00006920852,0.0001132832,0.2399239,0.7483398,0.00001978313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001685441,0.2762233,0.001668777,0.3704757,0.02068755,0.00004298777,0.00008674134,0.00005378942,0.3290757],"genre_scores_gemma":[0.06174452,0.4979314,0.005530119,0.2368962,0.01553448,0.0002988408,0.0001421189,0.0001209926,0.1818014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01219635,"threshold_uncertainty_score":0.04080087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156045242134075,"score_gpt":0.3038944793589332,"score_spread":0.2723340269375925,"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."}}