{"id":"W3123755497","doi":"10.2139/ssrn.2732935","title":"The Distribution of Climate Change Public Opinion in Canada","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Climate change; Public opinion; Distribution (mathematics); Geography; Political science; Environmental resource management; Environmental science; Politics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001074852,0.0001306006,0.0003585826,0.002197638,0.004003781,0.003999292,0.0009068733,0.0008512326,0.007274924],"category_scores_gemma":[0.006082802,0.0002077846,0.0003168726,0.005160529,0.001515267,0.0008631595,0.001286883,0.001133438,0.0004027919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0622509,"about_ca_system_score_gemma":0.04809922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967796,"about_ca_topic_score_gemma":0.997965,"domain_scores_codex":[0.9985179,0.0001226484,0.00003970443,0.0001415093,0.0005121797,0.0006659598],"domain_scores_gemma":[0.9924887,0.001275163,0.0007830574,0.0001258055,0.004030358,0.001296947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103125,0.0001824692,0.8141507,0.0002081589,0.0002154592,0.000573434,0.0373374,0.002989753,0.00186741,0.0202903,0.04079022,0.08029165],"study_design_scores_gemma":[0.00002132852,0.00002946046,0.9649254,0.00004996412,0.0000222596,0.00003232045,0.01687147,0.001922588,0.0001655599,0.0004265671,0.01548508,0.00004796327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781466,0.0008257331,0.0001361752,0.004974136,0.00003280135,0.00001456833,0.00179226,0.00001764771,0.01406007],"genre_scores_gemma":[0.9959948,0.0002035774,0.00003180771,0.0001509471,0.000009127403,0.000002663156,0.0002405692,0.000005520608,0.003360969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0622509,"threshold_uncertainty_score":0.451664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2035092859882046,"score_gpt":0.378907131118645,"score_spread":0.1753978451304405,"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."}}