{"id":"W2414893861","doi":"10.1057/9781137291462_5","title":"Trends in Violence against Women: Some Good News and Some Bad News","year":2012,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canadian Institute for Advanced Research","funders":"","keywords":"Declaration; Harm; Coercion (linguistics); General assembly; Sexual violence; Political science; Criminology; Psychology; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007562957,0.0007941485,0.0009719451,0.0007403957,0.000437837,0.000176593,0.0007133971,0.0008129284,0.0006014184],"category_scores_gemma":[0.00003385406,0.0007897734,0.0002512712,0.00007586929,0.0009015547,0.00001192977,0.0003049397,0.0007270103,0.0003956299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198658,"about_ca_system_score_gemma":0.0001973186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486402,"about_ca_topic_score_gemma":0.0008649348,"domain_scores_codex":[0.9958099,0.0001582215,0.0007727877,0.0009424449,0.0007686851,0.001547932],"domain_scores_gemma":[0.9980618,0.0001440647,0.0003765554,0.0006723343,0.00008079232,0.0006644884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002613738,0.000001442934,0.001332552,0.00003128361,0.00003656038,0.00004007424,0.004251369,3.946028e-7,0.00004377797,0.7861798,0.00002414704,0.2080324],"study_design_scores_gemma":[0.0006966156,0.0001094769,0.004974974,0.000613149,0.00005127835,0.000004089381,0.001469783,0.000008753635,0.00002775921,0.9693332,0.02130817,0.001402759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003782055,0.006144219,0.000004318733,0.00006270427,0.0007815273,0.0004929421,0.00009451204,0.000146234,0.9884915],"genre_scores_gemma":[0.9723269,0.009987637,0.00007577778,0.001332577,0.00137033,0.00009129519,0.00004415427,0.0001038495,0.0146675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.973824,"threshold_uncertainty_score":0.9994553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409113299539827,"score_gpt":0.2790318946969323,"score_spread":0.254940761701534,"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."}}