{"id":"W4255146517","doi":"10.32920/ryerson.14646267.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":"","funders":"","keywords":"Mental health; Inclusion (mineral); Psychology; Context (archaeology); Intervention (counseling); Christian ministry; Medical education; Descriptive statistics; Developmental psychology; Medicine; Psychiatry; Political science; Social psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00217749,0.0002527237,0.0005245426,0.002371181,0.01038073,0.003765465,0.001115098,0.0004859985,0.002717929],"category_scores_gemma":[0.006140376,0.0003740635,0.000409161,0.006952528,0.003349658,0.001197275,0.002661049,0.001047575,0.0001013539],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.166737,"about_ca_system_score_gemma":0.2165028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997117,"about_ca_topic_score_gemma":0.9990991,"domain_scores_codex":[0.9976594,0.0003414825,0.0001284249,0.0001575956,0.0007245711,0.0009884657],"domain_scores_gemma":[0.9941456,0.001085512,0.001074331,0.0001692918,0.002042047,0.001483203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001378846,0.0001219454,0.7127967,0.001107002,0.00006143149,0.001704086,0.200584,0.0004240714,0.0005108228,0.01695754,0.01152073,0.0540737],"study_design_scores_gemma":[0.00001022336,0.00003974994,0.8050352,0.0005096715,0.00004199416,0.0001108734,0.1581165,0.0001643895,0.0001294524,0.0008071756,0.03500489,0.00003004667],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340094,0.005531471,0.0002107884,0.01881848,0.00007114083,0.0002332529,0.00224334,0.00002256699,0.03885961],"genre_scores_gemma":[0.9891437,0.004003866,0.0003613984,0.0005620804,0.00002116877,0.00008994117,0.0003156547,0.0000125916,0.00548954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166737,"threshold_uncertainty_score":0.966467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319088464893966,"score_gpt":0.3549063572404502,"score_spread":0.3217154725915105,"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."}}