{"id":"W2308760378","doi":"10.1108/ijssp-03-2015-0033","title":"Policy suggestions for combating domestic violence in West Africa","year":2016,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Context (archaeology); Legislature; Political science; Economic growth; Sociology; Development economics; Geography; Law; Economics","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":[0.0008526508,0.00007801689,0.000181502,0.0002939581,0.0003225729,0.00002575395,0.0003126623,0.0001549803,0.00001786709],"category_scores_gemma":[0.001680412,0.00006066032,0.00009042286,0.00009819293,0.0009871285,0.0001942999,0.00003975303,0.0001411783,0.000006323017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611295,"about_ca_system_score_gemma":0.0006689902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008034225,"about_ca_topic_score_gemma":0.00006175543,"domain_scores_codex":[0.9989129,0.0001840372,0.000333505,0.00009806187,0.0001942156,0.0002773069],"domain_scores_gemma":[0.9986354,0.0006432979,0.0002431221,0.00002840415,0.0003861003,0.00006366372],"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":[0.00006084697,0.00005193606,0.009894797,0.000003781898,0.00003966464,0.00000857891,0.0214114,0.000002675983,0.0004905354,0.9433613,0.0002261124,0.02444834],"study_design_scores_gemma":[0.001785177,0.0001378771,0.2490421,0.0002232425,0.00001695439,0.00002484985,0.005850004,0.00001206565,0.00002502004,0.7383913,0.004297975,0.0001934181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856097,0.0002678409,0.003539025,0.09039249,0.001273639,0.0002568549,0.0001082686,0.00003098072,0.0185212],"genre_scores_gemma":[0.9952321,0.0007409837,0.0002308768,0.0006863754,0.002951048,0.000008339925,0.00000109064,0.000005685827,0.0001435065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391473,"threshold_uncertainty_score":0.3637116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392467311962233,"score_gpt":0.4037493230122797,"score_spread":0.3698246498926573,"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."}}