{"id":"W4387384744","doi":"10.2139/ssrn.4593106","title":"Climate Change Education Effects on Climate Risk Attitudes and Financial Investment: Experimental Evidence","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Climate change; Investment (military); Financial risk; Economics; Business; Natural resource economics; Finance; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00586968,0.001184876,0.001015415,0.000531456,0.0008876091,0.002421084,0.001118732,0.002690119,0.03706382],"category_scores_gemma":[0.02858369,0.0009398592,0.001046822,0.0007334638,0.002669971,0.0015805,0.00127621,0.002642098,0.002794369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007862378,"about_ca_system_score_gemma":0.0008164654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004423031,"about_ca_topic_score_gemma":0.003822955,"domain_scores_codex":[0.9976364,0.00129566,0.0001072388,0.0004497679,0.0002900103,0.0002207608],"domain_scores_gemma":[0.9182312,0.06395068,0.009006453,0.005843962,0.000895564,0.002072057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1383338,0.3207434,0.3605185,0.002042942,0.005690963,0.001052227,0.0047345,0.006307765,0.01318115,0.01653547,0.007592182,0.1232672],"study_design_scores_gemma":[0.01965971,0.03553817,0.8870235,0.0006587044,0.004943276,0.0004294413,0.002945598,0.004447266,0.007079643,0.02669815,0.01031622,0.0002601518],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881901,0.000837243,0.0003173815,0.0006359959,0.00009896621,0.00006671478,0.0002652935,0.00001507262,0.009573372],"genre_scores_gemma":[0.9921246,0.001263862,0.0005134123,0.0005725847,0.0001027473,0.0001542318,0.0003796153,0.00001872821,0.004870095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03706382,"threshold_uncertainty_score":0.1239908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756401871676629,"score_gpt":0.3017853098220096,"score_spread":0.2842212911052434,"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."}}