{"id":"W4387391908","doi":"10.17269/s41997-023-00818-w","title":"Social mobility and mental health in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social mobility; Mental health; Context (archaeology); Psychological distress; Distress; Psychology; Demography; Clinical psychology; Psychiatry; Sociology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001070439,0.0004409792,0.0009365121,0.003891638,0.01169786,0.004172507,0.002365197,0.001290741,0.009133005],"category_scores_gemma":[0.003589487,0.0006089096,0.001571351,0.01080192,0.001666765,0.001151143,0.003386739,0.003047416,0.0004027437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1148014,"about_ca_system_score_gemma":0.1522954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999459,"about_ca_topic_score_gemma":0.9997109,"domain_scores_codex":[0.9980924,0.0001430757,0.0001074463,0.0001520774,0.00038412,0.001120993],"domain_scores_gemma":[0.9941338,0.00034792,0.000625457,0.00009487139,0.002174323,0.002623664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003098049,0.0003565518,0.94175,0.0002334724,0.000321813,0.0004474907,0.006008478,0.0006244486,0.0001043138,0.005945886,0.01590765,0.0279901],"study_design_scores_gemma":[0.00005534519,0.00003986008,0.9783745,0.0003525587,0.0001252182,0.00009017093,0.01152952,0.0006929226,0.00006144591,0.0005436795,0.008068295,0.00006640037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492084,0.009012144,0.00017474,0.01536613,0.0002396302,0.0001007892,0.01129455,0.00003102553,0.01457247],"genre_scores_gemma":[0.9889547,0.003687548,0.0001813544,0.0008153625,0.00004738706,0.00003658116,0.001553712,0.00001485144,0.004708668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148014,"threshold_uncertainty_score":0.8329465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1669021635281462,"score_gpt":0.4042673716996861,"score_spread":0.2373652081715399,"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."}}