{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004844212,0.00017385,0.0003287498,0.00007745125,0.0003253467,0.000007060184,0.0001303041,0.0001350439,0.00001790041],"category_scores_gemma":[0.0002185537,0.0001556271,0.000049765,0.0003394999,0.00004619136,0.0001203081,0.00006130937,0.0008934406,0.00001425275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082846,"about_ca_system_score_gemma":0.0001586288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004849707,"about_ca_topic_score_gemma":0.0001216983,"domain_scores_codex":[0.9979864,0.0003054959,0.0005765363,0.0003946026,0.0003491635,0.0003878241],"domain_scores_gemma":[0.9992512,0.00003990894,0.0002026457,0.0002217238,0.0001076709,0.0001768477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003162409,0.0002123538,0.9432929,0.0008803841,0.00002278086,0.000001107136,0.02238133,0.00003406079,0.007280425,0.00001590931,0.00007632131,0.02548622],"study_design_scores_gemma":[0.001437854,0.00008928399,0.9912117,0.003823414,0.000009564365,7.491991e-7,0.0009305323,0.00007123162,0.002113625,0.00003591403,0.0001266527,0.000149538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953858,0.0009903822,0.00004073391,0.001174231,0.0002171906,0.001813774,0.00001000943,0.00008333284,0.0002845212],"genre_scores_gemma":[0.9972535,0.001320165,0.00003821939,0.0006988842,0.0006443806,0.00001845651,0.000004298135,0.00002078782,0.000001301346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791877,"threshold_uncertainty_score":0.6346288,"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."}}