{"id":"W4415756809","doi":"10.1016/j.jenvp.2025.102842","title":"Black Summer arson: Examining the impact of climate misinformation and corrections on reasoning","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; University of Melbourne; National Health and Medical Research Council; National Performance Network","keywords":"Misinformation; Motivated reasoning; Climate change; Arson; Suggestibility; Poison control","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":[0.007226299,0.0005805068,0.0004869728,0.0003961105,0.001946795,0.002317721,0.001132246,0.001308099,0.004079232],"category_scores_gemma":[0.04533636,0.0004501218,0.0005246928,0.000264261,0.003628582,0.002198517,0.0018791,0.002677627,0.0003087375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003525262,"about_ca_system_score_gemma":0.003787384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04887878,"about_ca_topic_score_gemma":0.06478676,"domain_scores_codex":[0.9955781,0.002025712,0.0001599436,0.0005766374,0.001228206,0.0004314042],"domain_scores_gemma":[0.966198,0.02320108,0.00533691,0.002238943,0.001869084,0.001156021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00752209,0.01047228,0.2121137,0.002409054,0.0005149311,0.001498999,0.5696381,0.003887699,0.03441089,0.009397992,0.00444018,0.143694],"study_design_scores_gemma":[0.001311681,0.008205662,0.7295271,0.001231486,0.001250614,0.0008810381,0.1716656,0.01164336,0.02142781,0.02329124,0.02888137,0.000683066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955135,0.00007559863,0.0004007441,0.0002049738,0.00001837229,0.00008471725,0.00002318375,0.00001008751,0.003668847],"genre_scores_gemma":[0.9966705,0.0001261097,0.001438912,0.0002969526,0.00001060701,0.000110182,0.00005255701,0.00001157799,0.001282637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04887878,"threshold_uncertainty_score":0.09718859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388448796352168,"score_gpt":0.3837968334630456,"score_spread":0.3499123454995239,"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."}}