{"id":"W7132956878","doi":"","title":"Children&apos;s Exposure to Intimate Partner Violence (IPV): Challenging Assumptions about Child Protection Practices","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Child protection; Domestic violence; Multinomial logistic regression; Child abuse; Referral; Poison control; Welfare; Neglect; Legislation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01245991,0.0004491688,0.0004935546,0.00148856,0.002423676,0.004275514,0.002721631,0.0008077222,0.001809424],"category_scores_gemma":[0.04424026,0.0004876123,0.0005569931,0.002152195,0.007510094,0.002491524,0.002331809,0.00239533,0.0002208911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015112,"about_ca_system_score_gemma":0.01282848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.736109,"about_ca_topic_score_gemma":0.6921259,"domain_scores_codex":[0.9899476,0.002923268,0.0005386376,0.001285366,0.004001243,0.001303889],"domain_scores_gemma":[0.9847159,0.005641283,0.005547985,0.001181386,0.00238158,0.0005319269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008156119,0.00005113709,0.9213258,0.0001664707,0.0001271355,0.0003932881,0.0248852,0.0007442386,0.00008659891,0.01876221,0.001792115,0.0315842],"study_design_scores_gemma":[0.00001705662,0.0001319029,0.9155285,0.001344357,0.0001267704,0.0005589869,0.05734136,0.002379946,0.0003425361,0.01439367,0.007783853,0.00005104914],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546348,0.003619137,0.003698974,0.01486307,0.00006114953,0.0001158873,0.001493305,0.00001848876,0.02149528],"genre_scores_gemma":[0.9960006,0.001666898,0.0009961106,0.0005564746,0.00002144221,0.00003239203,0.0002476808,0.000006004595,0.0004723122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.736109,"threshold_uncertainty_score":0.5308903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860590095397452,"score_gpt":0.4101425742653331,"score_spread":0.3615366733113585,"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."}}