{"id":"W2755806841","doi":"","title":"The Perfect Storm: Emergency Management Regulations and Small Municipalities in Ontario","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm; Emergency management; Environmental planning; Business; Environmental resource management; Meteorology; Environmental science; Geography; Economic growth; Economics","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":[0.00104267,0.0001237345,0.0001960361,0.0005000498,0.01028763,0.001822663,0.0006603478,0.0004493154,0.002722812],"category_scores_gemma":[0.004499178,0.0002250983,0.0001553595,0.001580156,0.004098886,0.0007720959,0.002025135,0.0005347879,0.000106472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05129511,"about_ca_system_score_gemma":0.06955656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9778622,"about_ca_topic_score_gemma":0.994541,"domain_scores_codex":[0.9987094,0.000280865,0.00004821261,0.00009106438,0.0003176599,0.0005527763],"domain_scores_gemma":[0.996093,0.0009616488,0.00097431,0.0001202396,0.000843993,0.001006814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002597071,0.000126206,0.2992448,0.000574644,0.00003632156,0.002903175,0.6291589,0.001060328,0.002810029,0.01659532,0.01232845,0.03490208],"study_design_scores_gemma":[0.00001304363,0.00006150782,0.310461,0.0001697126,0.00001564648,0.0001128683,0.6218415,0.0002428545,0.0002313992,0.0005227287,0.06629641,0.00003122857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828475,0.0003155172,0.0002164487,0.002826401,0.00001640791,0.00005888471,0.0001414404,0.000008073966,0.01356933],"genre_scores_gemma":[0.9956215,0.0003509172,0.0001130301,0.0002055703,0.00000380139,0.00003100789,0.00005573564,0.000004576055,0.00361394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9487049,"threshold_uncertainty_score":0.3721737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674055302649061,"score_gpt":0.3341217082836213,"score_spread":0.1667161780187151,"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."}}