{"id":"W7007017507","doi":"","title":"Зарубіжний досвід застосування мультидисциплінарного підходу в запобіганні та протидії випадкам домашнього насильства","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Law enforcement; Order (exchange); Domestic violence; State (computer science); TRACE (psycholinguistics); Sociology of scientific knowledge","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002850823,0.0003943541,0.0003782063,0.002853259,0.002067663,0.006485371,0.0005467041,0.001051732,0.01156104],"category_scores_gemma":[0.005708234,0.0006030679,0.0005845856,0.002942102,0.004150319,0.002760879,0.002206493,0.001864564,0.004158075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002658313,"about_ca_system_score_gemma":0.00499252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005171841,"about_ca_topic_score_gemma":0.00634838,"domain_scores_codex":[0.9969872,0.0008928419,0.0001882187,0.0003586723,0.00135556,0.000217414],"domain_scores_gemma":[0.996774,0.001444798,0.000482909,0.0004428541,0.0006381896,0.0002172661],"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":[0.0001310813,0.0001255675,0.01125719,0.0008956339,0.00007304366,0.001712629,0.01640365,0.00310155,0.01222906,0.5473233,0.01074729,0.3959999],"study_design_scores_gemma":[0.00003213332,0.0001636956,0.02269062,0.0008074901,0.0001086623,0.002584338,0.009376004,0.002235303,0.01261993,0.1812557,0.7679351,0.0001909931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1502498,0.0322482,0.1952378,0.01664886,0.001887722,0.0004720507,0.0008435136,0.0005587758,0.6018533],"genre_scores_gemma":[0.812589,0.02096868,0.09681382,0.0007542852,0.000479153,0.0004325345,0.0004299105,0.0003436797,0.06718887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01156104,"threshold_uncertainty_score":0.03867555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791309868191728,"score_gpt":0.3876926688829002,"score_spread":0.3697795702009829,"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."}}