{"id":"W3203721183","doi":"10.7202/1082070ar","title":"Examining Child Maltreatment-Related Investigations of Children from Newcomer and non-Newcomer Households in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Child and Adolescent Resilience","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Census; Welfare; Child abuse; Population; Descriptive statistics; Psychology; Incidence (geometry); Poison control; Injury prevention; Demography; Environmental health; Medicine; Psychiatry; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001196664,0.000128216,0.0002329162,0.0001233562,0.00006298099,0.00002771714,0.0001695081,0.00006293155,0.0002342841],"category_scores_gemma":[0.00004243185,0.0001159136,0.00003545333,0.0001152324,0.00007950074,0.0001395698,0.00003820264,0.0003689078,9.154637e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231345,"about_ca_system_score_gemma":0.0004802768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4559786,"about_ca_topic_score_gemma":0.7123445,"domain_scores_codex":[0.9985993,0.00006797401,0.0006181923,0.0002137425,0.0003391887,0.0001616228],"domain_scores_gemma":[0.9991562,0.00006245491,0.0003475068,0.0001174049,0.0001415031,0.0001749671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005723928,0.0001767693,0.9941081,0.000005335699,0.000112755,0.00007381509,0.002044582,0.00009481449,0.00008382708,0.0001990827,0.0009175346,0.002126155],"study_design_scores_gemma":[0.001698719,0.00005269436,0.9956582,0.0005855909,0.00002359454,0.0003481056,0.0004794484,0.00001372159,0.0004100736,0.0001293242,0.0005073986,0.00009317521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938436,0.001734384,0.00003333299,0.002496032,0.000490798,0.00008953019,0.00003353664,0.000002906645,0.001275942],"genre_scores_gemma":[0.9979263,0.0002782929,0.0001667903,0.00132972,0.00009317437,0.00000135906,0.00002935364,0.000007977898,0.0001670314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2563659,"threshold_uncertainty_score":0.5476441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498001413907747,"score_gpt":0.2574784411195927,"score_spread":0.2424984269805153,"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."}}