{"id":"W2526495010","doi":"10.5539/jsd.v9n5p214","title":"Global Climate Change Risk and Mitigation Perceptions: A Comparison of Nine Countries","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Climate change; Perception; Demographics; Hazard; Risk perception; Geography; Political science; Environmental resource management; Psychology; Demography; Economics; Sociology; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388844,0.00007230303,0.000186681,0.0001183031,0.0004625503,0.00004338243,0.000139122,0.00006318178,0.0003300121],"category_scores_gemma":[0.0002224676,0.00005340635,0.00003501962,0.0001971695,0.000199077,0.0004501118,0.00006785691,0.00005455577,0.000006635659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005354636,"about_ca_system_score_gemma":0.0002021573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726961,"about_ca_topic_score_gemma":0.0005748849,"domain_scores_codex":[0.9987615,0.0001714492,0.0004491414,0.00006940529,0.0003290948,0.0002194022],"domain_scores_gemma":[0.9984305,0.00009604442,0.0005361822,0.00008058149,0.0007620652,0.00009463527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009781254,0.0001090346,0.8026636,0.00009366406,0.00002456252,0.000003940958,0.1114491,0.000001123925,0.00005911848,0.01594124,0.0006968306,0.06885993],"study_design_scores_gemma":[0.0005704233,0.00008287302,0.7101155,0.0002174453,0.00002559626,0.000005018968,0.2029886,0.000005586787,0.00003214942,0.0009751334,0.08487552,0.0001061405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993292,0.0008514549,0.0004437808,0.003351153,0.00008730754,0.0001955047,0.000009792174,0.00001150134,0.001757503],"genre_scores_gemma":[0.9798597,0.01857752,0.001172966,0.0000520305,0.00009477512,0.00001018298,0.000002085051,0.000003895035,0.0002268152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09254815,"threshold_uncertainty_score":0.3613401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427918296845333,"score_gpt":0.4059543955953194,"score_spread":0.2631625659107861,"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."}}