{"id":"W4309074929","doi":"10.1111/capa.12504","title":"Existential threats: Climate change, pandemics and institutions","year":2022,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Mandate; Existentialism; Political science; Scope (computer science); Delegate; Climate change; Action (physics); Law and economics; Business; Coronavirus disease 2019 (COVID-19); Economics; Law; Disease; Medicine; Infectious disease (medical specialty)","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":[0.004613882,0.0003814724,0.0003259506,0.002069709,0.009455921,0.01096659,0.001302503,0.002521476,0.007073859],"category_scores_gemma":[0.007760099,0.0002418359,0.0003615154,0.001561707,0.04153048,0.004127419,0.008064779,0.002781143,0.0001823226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05267568,"about_ca_system_score_gemma":0.05698975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5247353,"about_ca_topic_score_gemma":0.6187002,"domain_scores_codex":[0.9947494,0.002062237,0.0001061761,0.0002750625,0.00125506,0.001552094],"domain_scores_gemma":[0.9947232,0.001361914,0.001089922,0.0003063253,0.001247365,0.001271419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002442067,0.00001987091,0.006947831,0.0000715908,0.00001874935,0.0001712375,0.01276196,0.003962781,0.0001873742,0.9648676,0.002412863,0.008553634],"study_design_scores_gemma":[0.00002500615,0.0000639404,0.04231964,0.0007607733,0.00005752443,0.0002421224,0.1279211,0.004777629,0.0006178376,0.6381686,0.184899,0.0001467465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2963575,0.005580202,0.0158676,0.1052381,0.0002955246,0.0001773166,0.0002520633,0.00008432364,0.5761473],"genre_scores_gemma":[0.994855,0.0005974272,0.0009703806,0.0005418093,0.00002260777,0.00001102446,0.00001536608,0.000007075528,0.002979181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4752647,"threshold_uncertainty_score":0.9561272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492921047096951,"score_gpt":0.3608117580672763,"score_spread":0.2115196533575813,"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."}}