{"id":"W6941070431","doi":"10.13140/rg.2.2.13748.19841","title":"Are Natural Disasters the New, New Social Risks in the Climate Era? A Case Study of Canadian Emergency Management, 2013- 2019","year":2020,"lang":"en","type":"article","venue":"","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Climate change; Social risk; Government (linguistics); Emergency management; Risk management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032937,0.0005178911,0.0002767156,0.001216209,0.01966148,0.003232359,0.0013825,0.002056378,0.004302255],"category_scores_gemma":[0.003121757,0.0002452572,0.0003940011,0.003113174,0.003621219,0.001049452,0.002662846,0.002555238,0.000186737],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06606028,"about_ca_system_score_gemma":0.07395596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829682,"about_ca_topic_score_gemma":0.9964664,"domain_scores_codex":[0.9986524,0.0001921581,0.00002256126,0.00005531252,0.0002897956,0.0007877412],"domain_scores_gemma":[0.9982473,0.0003194695,0.0001750275,0.00004856681,0.0005831977,0.0006264213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0006346126,0.0008032555,0.3271726,0.0007673638,0.0001864658,0.06002592,0.351267,0.005087745,0.002139733,0.04150741,0.1057444,0.1046635],"study_design_scores_gemma":[0.00001886462,0.00007967927,0.1329145,0.000398447,0.00005191409,0.002725243,0.7724667,0.001117094,0.0002599604,0.001402405,0.08849183,0.00007322207],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294643,0.002155049,0.0005063286,0.01721663,0.0001525855,0.0001794222,0.0007556516,0.00001960362,0.04955034],"genre_scores_gemma":[0.9870056,0.002374282,0.0004731891,0.001126991,0.00003393928,0.00003577902,0.0001668382,0.00001080196,0.008772645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9339397,"threshold_uncertainty_score":0.4793031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347749382661882,"score_gpt":0.2680680593207207,"score_spread":0.2145905654941019,"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."}}