{"id":"W7067877541","doi":"","title":"Mental Health of Children &amp; Youth in Canada","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Ethnic group; Population; Census; Life course approach; Acculturation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002019663,0.0001265025,0.0003076576,0.000141453,0.0002623546,0.00003108439,0.0004192499,0.0001306248,0.03702264],"category_scores_gemma":[0.00002540322,0.0001606522,0.00008085001,0.0007991189,0.00006238119,0.0001300845,0.00006332705,0.0003028685,0.00001076156],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583576,"about_ca_system_score_gemma":0.007698698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99606,"about_ca_topic_score_gemma":0.9999166,"domain_scores_codex":[0.9982141,0.0003108491,0.0001935866,0.0002678917,0.0006293804,0.000384244],"domain_scores_gemma":[0.9994469,0.00002055623,0.0001598272,0.0001286429,0.00009184735,0.0001522843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003836857,0.0002598049,0.2077133,0.0005321435,0.0002848461,0.00009285608,0.172241,0.00003095752,0.0000443465,0.002127561,0.01178505,0.6045044],"study_design_scores_gemma":[0.0009910614,0.00003696464,0.05844193,0.0005194237,0.00003965165,4.119605e-7,0.657987,0.000001824271,0.00007948015,0.0000464292,0.28134,0.0005158742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3550358,0.0003955954,0.000001494687,0.0003816304,0.0005333447,0.0003215902,0.0001623277,0.00001067292,0.6431575],"genre_scores_gemma":[0.1259497,0.0007238871,0.00002728499,0.00003991948,0.00007038355,2.910105e-7,0.0009178516,0.0000136245,0.8722571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6039885,"threshold_uncertainty_score":0.9979267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282427874191758,"score_gpt":0.2746635437420034,"score_spread":0.2518392650000859,"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."}}