{"id":"W2802966684","doi":"","title":"Child neglect: predicting future protection concerns and a comparison of profiles","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Child protection; Psychology; Political science; Law; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004643798,0.0002957378,0.000449131,0.0004867965,0.0002784343,0.00002656255,0.0002277491,0.0005390901,0.001281111],"category_scores_gemma":[0.000006689944,0.0003346825,0.0001390163,0.0004467314,0.0001006058,0.0001153231,0.00003343951,0.0005727201,0.00002974512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004247122,"about_ca_system_score_gemma":0.00004667002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000402477,"about_ca_topic_score_gemma":0.01471051,"domain_scores_codex":[0.9986247,0.00009718637,0.000268228,0.0005433494,0.0001987988,0.0002677423],"domain_scores_gemma":[0.9989463,0.00001692533,0.0004937502,0.0003096427,0.0001402458,0.00009313707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009891163,0.003736662,0.07281727,0.00440408,0.007921193,0.0003425749,0.5295568,0.00001111015,0.0028905,0.03705012,0.0562551,0.2751234],"study_design_scores_gemma":[0.01008008,0.002543608,0.1766831,0.003785268,0.00321067,0.00007473004,0.3860651,0.0001844911,0.01165347,0.0001304702,0.4033018,0.002287213],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194797,0.001294461,0.0001791192,0.00006844522,0.00233491,0.0009368504,0.00008796379,0.0001485464,0.07547002],"genre_scores_gemma":[0.9792307,0.00005935702,0.00008318116,0.00000881398,0.001209313,0.000004103465,0.0007867648,0.00004499983,0.01857276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3470467,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463400610397078,"score_gpt":0.2556140701958401,"score_spread":0.2409800640918694,"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."}}