{"id":"W4317677687","doi":"10.2139/ssrn.4333304","title":"Risk Perception—A Tool for Understating Adaptive Behaviour in the Age of Climate Change? Narratives from the Global South","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Narrative; Perception; Climate change; Risk perception; Geography; Adaptive capacity; Psychology; History; Art; Ecology; Literature; Biology; Neuroscience","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":[0.01405532,0.0008214246,0.0003793866,0.001317348,0.004712523,0.006474336,0.00100196,0.002246697,0.00299798],"category_scores_gemma":[0.02309273,0.0003683603,0.0002421188,0.0009722604,0.01805741,0.01302235,0.006688516,0.006606669,0.0002439114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395078,"about_ca_system_score_gemma":0.002390553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220809,"about_ca_topic_score_gemma":0.009303717,"domain_scores_codex":[0.9942917,0.004548833,0.0001417187,0.0002681243,0.0003935932,0.0003559921],"domain_scores_gemma":[0.9812149,0.01445278,0.00181706,0.000743516,0.000936801,0.000835021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003494326,0.00001116605,0.00547978,0.00007849863,0.00001022019,0.0002285887,0.9377085,0.0001226785,0.0002847818,0.04973295,0.001767257,0.004540621],"study_design_scores_gemma":[0.000006063624,0.00003919545,0.005080353,0.0003386307,0.00001640722,0.0003138533,0.9064987,0.0005267073,0.0003858213,0.03401256,0.05274604,0.00003562444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7348852,0.005766578,0.01328706,0.1364442,0.0006810486,0.00005758384,0.0002543629,0.00003983781,0.1085843],"genre_scores_gemma":[0.995828,0.0008455245,0.0006139399,0.001285413,0.00004913578,0.00001538017,0.00002331708,0.00002025384,0.001319049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405532,"threshold_uncertainty_score":0.07433248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2541657378319492,"score_gpt":0.4165928726293592,"score_spread":0.16242713479741,"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."}}