{"id":"W4245276193","doi":"10.24095/hpcdp.35.11.04","title":"Commentary – Child maltreatment surveillance: enumeration, monitoring, evaluation and insight","year":2015,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Enumeration; Computer science; Computer security; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02186811,0.001307606,0.002715688,0.002427677,0.006537484,0.006015259,0.007030535,0.06803571,0.007699064],"category_scores_gemma":[0.1629547,0.001421258,0.00279491,0.003102468,0.007838188,0.005528649,0.002996009,0.04885939,0.003475536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01968184,"about_ca_system_score_gemma":0.04271545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1614602,"about_ca_topic_score_gemma":0.2082169,"domain_scores_codex":[0.9712487,0.01390643,0.004089249,0.00228938,0.006406625,0.002059525],"domain_scores_gemma":[0.7410197,0.1751107,0.01104758,0.00253139,0.05940483,0.01088577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000466768,0.00001557172,0.0003021743,0.000367607,0.00003486425,0.0001575258,0.000251756,0.00006496296,0.00005956535,0.001433625,0.9930709,0.004194709],"study_design_scores_gemma":[0.0002111788,0.00006864347,0.002430747,0.005655369,0.0002460424,0.000882143,0.001781645,0.0004821882,0.0002587523,0.007000549,0.9808,0.0001826661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001729204,0.002433208,0.00008040787,0.9610239,0.03546376,0.00001945579,0.0001197118,0.00001116016,0.0006755629],"genre_scores_gemma":[0.002594619,0.00220023,0.0003286885,0.9313721,0.06202209,0.00007702531,0.00004256022,0.00001674425,0.001345842],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8385398,"threshold_uncertainty_score":0.3210408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049059800667511,"score_gpt":0.3625333669022668,"score_spread":0.3134735662347559,"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."}}