{"id":"W3084027758","doi":"10.1016/j.chiabu.2020.104655","title":"Accountability in protection of children against violence: Monitoring and measurement","year":2020,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Accountability; Poison control; Injury prevention; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Medical emergency; Medicine; Environmental health; Psychology; Computer security; Political science; Computer science; Pathology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.06645503,0.0004696695,0.0006011042,0.006452485,0.002777251,0.00327074,0.001541821,0.001372005,0.0008654193],"category_scores_gemma":[0.195128,0.0004289553,0.000551421,0.00376998,0.002374898,0.004360694,0.003020546,0.003425667,0.0002553035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006416306,"about_ca_system_score_gemma":0.01481073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02340694,"about_ca_topic_score_gemma":0.02608535,"domain_scores_codex":[0.9292567,0.04430653,0.005552915,0.002398889,0.01528504,0.003199988],"domain_scores_gemma":[0.6413212,0.1511344,0.1220402,0.01455402,0.06008015,0.01087008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004254494,0.0003587771,0.9536084,0.00008548039,0.00007232094,0.00002353293,0.002719908,0.0006082355,0.0000893374,0.002315419,0.001900013,0.03817611],"study_design_scores_gemma":[0.0000192602,0.0004616742,0.9819419,0.000369151,0.00008812778,0.0000941672,0.005683523,0.00391815,0.0008848566,0.003458997,0.003034336,0.00004572519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150823,0.002681012,0.01570075,0.014757,0.0003925179,0.0009442269,0.00102364,0.0001718075,0.04924681],"genre_scores_gemma":[0.9962859,0.0004057194,0.002238972,0.0001659117,0.00007263252,0.0002601646,0.0001552474,0.000007537142,0.0004078432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06645503,"threshold_uncertainty_score":0.351452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06247329972041923,"score_gpt":0.3378521144023943,"score_spread":0.2753788146819751,"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."}}