{"id":"W2468707278","doi":"10.69554/safh9358","title":"Municipal resilience: A paradigm shift in emergency and continuity management","year":2015,"lang":"en","type":"article","venue":"","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; BP (Canada); University of Calgary","funders":"","keywords":"Resilience (materials science); Contingency plan; Paradigm shift; Flood myth; Emergency management; Business continuity; Contingency; Business; Process management; Emergency response; Disaster recovery; Operations management; Computer science; Risk analysis (engineering); Computer security; Medical emergency; Political science; Engineering; Geography; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008146903,0.0004685545,0.0003951024,0.002135338,0.003303112,0.010546,0.001895182,0.003024386,0.003511925],"category_scores_gemma":[0.006193375,0.0002494741,0.0003909539,0.001851863,0.0130261,0.009730552,0.007788599,0.003939132,0.0004556372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009245797,"about_ca_system_score_gemma":0.01369844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005999898,"about_ca_topic_score_gemma":0.007411189,"domain_scores_codex":[0.9951559,0.002360384,0.0001920146,0.0005097311,0.001147564,0.0006344006],"domain_scores_gemma":[0.9949503,0.00158487,0.000588556,0.000573618,0.001032462,0.001270217],"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":[0.00002278122,0.00003740852,0.0006804216,0.0001694721,0.00001457998,0.0001173915,0.004880586,0.002074952,0.0002283877,0.935932,0.01051093,0.04533108],"study_design_scores_gemma":[0.00001502599,0.000109159,0.001815887,0.0006522107,0.00001406481,0.0003123908,0.01805323,0.005379642,0.0004425211,0.6372217,0.335911,0.0000731601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0777557,0.02267694,0.2130942,0.4954771,0.002856253,0.0002008527,0.0002566976,0.0005897206,0.1870926],"genre_scores_gemma":[0.9370486,0.01024927,0.03330806,0.006711598,0.001096448,0.0001414704,0.0001023877,0.00009660783,0.01124547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.010546,"threshold_uncertainty_score":0.0670833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137760077943395,"score_gpt":0.2506473645239857,"score_spread":0.2392697637445518,"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."}}