{"id":"W4377942022","doi":"10.1007/978-3-030-22767-8_137","title":"Gender-Based Violence Against Women and Girls","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Gender studies; Psychology; Sociology","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":[0.0003500778,0.0005267115,0.0002839389,0.0005826753,0.003379968,0.002593753,0.0005665986,0.001712734,0.02098471],"category_scores_gemma":[0.0007827019,0.0002089397,0.0001890599,0.0009180663,0.002084094,0.001445912,0.00178319,0.002416573,0.003059538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616115,"about_ca_system_score_gemma":0.002075582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01211928,"about_ca_topic_score_gemma":0.0465765,"domain_scores_codex":[0.9997248,0.0001123657,0.000007189036,0.00001776764,0.00008594264,0.00005199934],"domain_scores_gemma":[0.9998295,0.0001027824,0.00001312351,0.000008558647,0.00002084957,0.00002517331],"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":[0.00001345383,0.00006186141,0.0005856761,0.0001767689,0.000005321058,0.0002520758,0.01667479,0.0002187247,0.0001741401,0.6462885,0.2440102,0.09153844],"study_design_scores_gemma":[0.000002864886,0.00001551052,0.001194225,0.0006351696,0.000003430894,0.000296474,0.007083778,0.00005235728,0.0001150857,0.04849815,0.942097,0.000005916542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002722309,0.02848838,0.0004599315,0.006082235,0.001890612,0.00003252524,0.00006453979,0.0000121222,0.9602473],"genre_scores_gemma":[0.04021144,0.03313258,0.0004587366,0.003630441,0.0006805665,0.00009905371,0.00006835283,0.0000404094,0.9216785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02098471,"threshold_uncertainty_score":0.07020086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05663735409272581,"score_gpt":0.3085586847020228,"score_spread":0.251921330609297,"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."}}