{"id":"W2141255257","doi":"10.1504/ijem.2007.013989","title":"From structures to sustainability: a history of flood management strategies in Canada","year":2007,"lang":"en","type":"article","venue":"International Journal of Emergency Management","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Flood myth; Sustainability; Adaptive management; Teamwork; Environmental resource management; Balance (ability); Business; Environmental planning; Flood risk management; Process management; Geography; Ecology; Environmental science; Management; Economics; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001303072,0.0002594072,0.0002170596,0.00249608,0.009847094,0.004401442,0.001254572,0.000951561,0.003379009],"category_scores_gemma":[0.003408839,0.0002687935,0.0001848769,0.006381136,0.005301852,0.001331621,0.002190826,0.001560726,0.0001433782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1378075,"about_ca_system_score_gemma":0.1507199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928679,"about_ca_topic_score_gemma":0.9977464,"domain_scores_codex":[0.9983615,0.0001514183,0.00006193223,0.0001115847,0.0006828006,0.0006308216],"domain_scores_gemma":[0.9978415,0.0003133026,0.0001779464,0.00004648011,0.0009437988,0.0006769601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001415867,0.0001607166,0.06479283,0.0009006356,0.00005720561,0.00142846,0.114803,0.003283977,0.001192446,0.09648025,0.04642946,0.6703295],"study_design_scores_gemma":[0.00001303925,0.00006966128,0.2149613,0.0009783588,0.00004033508,0.0004679192,0.07725658,0.0009733687,0.0008387275,0.005222915,0.69907,0.0001079427],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5695984,0.06948191,0.003767374,0.06355174,0.0004287779,0.0002460119,0.001295596,0.0001843731,0.2914457],"genre_scores_gemma":[0.9446453,0.02853376,0.001671862,0.001757948,0.00002850635,0.00003646902,0.0002393445,0.00003760933,0.02304923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378075,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007759491816838459,"score_gpt":0.2654656156525638,"score_spread":0.2577061238357254,"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."}}