{"id":"W4310157312","doi":"10.1177/17456916221132739","title":"Climate Change and Substance-Use Behaviors: A Risk-Pathways Framework","year":2022,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Worry; Vulnerability (computing); Mental health; Psychology; Psychosocial; Climate change; Psychological resilience; Substance use; Conceptual framework; Developmental psychology; Social psychology; Clinical psychology; Psychiatry; Ecology; Sociology; Anxiety; Social science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005361849,0.00115762,0.0005934315,0.003518354,0.001188953,0.004113397,0.001288676,0.001293423,0.00588091],"category_scores_gemma":[0.006267862,0.0003366141,0.001997309,0.002112357,0.003595336,0.00524517,0.002814915,0.002800807,0.0002848073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004435955,"about_ca_system_score_gemma":0.006026771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403356,"about_ca_topic_score_gemma":0.01509371,"domain_scores_codex":[0.9979239,0.001488639,0.00009213816,0.0002014954,0.0001444027,0.0001493216],"domain_scores_gemma":[0.9958674,0.002691226,0.0005283334,0.0001331557,0.0004238254,0.0003561049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002432285,0.0002427509,0.1495227,0.006187649,0.00191219,0.0009679518,0.02129458,0.01678485,0.0007081649,0.7159898,0.00644985,0.07969625],"study_design_scores_gemma":[0.00007666701,0.0004293128,0.1064966,0.007439504,0.00205203,0.0008461168,0.03072154,0.01961464,0.0005928157,0.7458085,0.08576911,0.0001532138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2538927,0.2461347,0.1166041,0.2829096,0.003042425,0.001843536,0.003760184,0.0003408244,0.09147187],"genre_scores_gemma":[0.9343279,0.04228297,0.01660242,0.003209656,0.0004712196,0.0005367852,0.0003641501,0.00002320209,0.002181584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01403356,"threshold_uncertainty_score":0.03218526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09017587425716245,"score_gpt":0.3803989681316284,"score_spread":0.290223093874466,"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."}}