{"id":"W6923462753","doi":"10.14288/1.0445040","title":"Climate, marginalization, and mental health in Canada","year":2024,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Climate change; Work (physics); Psychological intervention; Economic Justice; Mental illness; Multivariate statistics; Effects of global warming","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":[0.001248933,0.0002460263,0.0006099089,0.00139367,0.007824694,0.00242099,0.001264596,0.0004386272,0.005753522],"category_scores_gemma":[0.005806946,0.0002459705,0.0008029317,0.00426444,0.001719862,0.0006352711,0.002291277,0.001563471,0.0002349149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0704299,"about_ca_system_score_gemma":0.1421615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991891,"about_ca_topic_score_gemma":0.9995899,"domain_scores_codex":[0.99854,0.0001891177,0.00004613982,0.0001175038,0.0004629225,0.0006441929],"domain_scores_gemma":[0.9956339,0.0005324674,0.0003839303,0.0001461466,0.001950086,0.001353456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740315,0.000176231,0.9243707,0.0001734762,0.000190411,0.0002246466,0.009859599,0.001411919,0.0001607096,0.005829278,0.02497406,0.03245492],"study_design_scores_gemma":[0.00002529436,0.00003623958,0.9625847,0.0002610755,0.00008975501,0.00007304507,0.01774851,0.001670184,0.0001271833,0.0008559579,0.01647075,0.00005739123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494641,0.003597152,0.0003756173,0.01128847,0.0001526835,0.0001098081,0.009082916,0.00004409572,0.02588517],"genre_scores_gemma":[0.9923179,0.001777159,0.0003456112,0.0006460525,0.00001921323,0.00003598855,0.001492716,0.00001531365,0.003350143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0704299,"threshold_uncertainty_score":0.5110071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099553438484517,"score_gpt":0.2419924921044425,"score_spread":0.2309969577195974,"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."}}