{"id":"W3213416641","doi":"10.32920/ryerson.14645424.v1","title":"Children's mental health and the transition to school : systemic issues in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development; University of Toronto","funders":"","keywords":"Mental health; Inclusion (mineral); Psychology; Context (archaeology); Intervention (counseling); Christian ministry; Descriptive statistics; Medical education; Developmental psychology; Medicine; Psychiatry; Political science; Social psychology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001952276,0.0002283928,0.0004637073,0.002285355,0.009134748,0.003444269,0.001005396,0.0004427339,0.002557881],"category_scores_gemma":[0.005790759,0.0003304059,0.0003593041,0.006610616,0.003075003,0.0010683,0.002366683,0.0009092838,0.00009571719],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1461135,"about_ca_system_score_gemma":0.1941596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966155,"about_ca_topic_score_gemma":0.9989362,"domain_scores_codex":[0.9980051,0.0003068161,0.0001157836,0.0001324726,0.000608791,0.0008310559],"domain_scores_gemma":[0.9949063,0.0009504468,0.00099702,0.0001403822,0.001701433,0.001304438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001370261,0.0001099369,0.7503916,0.001075533,0.00005066606,0.001614442,0.1674891,0.0004198416,0.0005028998,0.01432964,0.01007987,0.05379942],"study_design_scores_gemma":[0.000009252288,0.00003899897,0.8368579,0.00040844,0.00003642207,0.0001009078,0.1315575,0.0001506482,0.0001229137,0.0006944,0.02999759,0.000025022],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388848,0.005317754,0.0001884383,0.01659623,0.00005915195,0.0002162071,0.002234654,0.00002237379,0.03648039],"genre_scores_gemma":[0.9900069,0.003718017,0.00033809,0.0004698784,0.00001918502,0.00008302456,0.0002877521,0.00001121614,0.005065814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461135,"threshold_uncertainty_score":0.9903873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062749274281894,"score_gpt":0.3540028561197772,"score_spread":0.3233753633769583,"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."}}