{"id":"W4220720076","doi":"10.1080/14693062.2022.2048784","title":"Disaster risk reduction and climate policy implementation challenges in Canada and Australia","year":2022,"lang":"en","type":"article","venue":"Climate Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Brock University","funders":"Australian Research Council; Department of Industry and Science, Australian Government","keywords":"Disaster risk reduction; Risk governance; Corporate governance; Risk management; Preparedness; Environmental planning; Environmental resource management; Stakeholder; Climate change; Business; Emergency management; Climate risk; Government (linguistics); Political science; Economic growth; Public relations; Economics; Geography; Finance","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":[0.009697924,0.000346129,0.0005850003,0.002053772,0.02485702,0.008745805,0.002572162,0.002179036,0.002041929],"category_scores_gemma":[0.02516207,0.0005001482,0.0005134587,0.004151179,0.007597143,0.002466486,0.007947293,0.004406507,0.0001300302],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2403643,"about_ca_system_score_gemma":0.5210835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951757,"about_ca_topic_score_gemma":0.9967322,"domain_scores_codex":[0.9829214,0.003399468,0.0006474555,0.0009078298,0.005260488,0.006863337],"domain_scores_gemma":[0.9775476,0.003816879,0.0009217546,0.000470276,0.01000036,0.007243009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003203714,0.0007716161,0.09430076,0.001854976,0.0002312371,0.004437267,0.4718575,0.008953244,0.00369884,0.1342616,0.04809109,0.2312215],"study_design_scores_gemma":[0.00006036487,0.0002455613,0.1771976,0.001039597,0.0001198193,0.0002861986,0.5786761,0.004635841,0.001305928,0.0096041,0.2265084,0.0003204384],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7967962,0.004256105,0.002058206,0.1256485,0.0003341346,0.0007222096,0.0003300281,0.0001059759,0.06974861],"genre_scores_gemma":[0.9752669,0.003035552,0.003153532,0.006637245,0.00002321818,0.0002035059,0.000147569,0.00002865581,0.01150373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403643,"threshold_uncertainty_score":0.8810697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734441496226064,"score_gpt":0.361786833656159,"score_spread":0.3144424186938983,"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."}}