{"id":"W4392242992","doi":"10.1007/s10584-024-03707-4","title":"Municipal perspectives on managed retreat and flood mitigation: A case analysis of Merritt, Canada after the 2021 British Columbia flood disaster","year":2024,"lang":"en","type":"article","venue":"Climatic Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Institute for Catastrophic Loss Reduction","keywords":"Flood myth; Geography; Environmental science; Water resource management; Archaeology","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":[0.001636706,0.0003154601,0.0003533662,0.001637531,0.02437861,0.00701703,0.002057001,0.00277827,0.00463302],"category_scores_gemma":[0.00441048,0.0003295895,0.0004312739,0.004456126,0.00525227,0.001199972,0.004265617,0.003247204,0.0001447606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1014641,"about_ca_system_score_gemma":0.1233887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899519,"about_ca_topic_score_gemma":0.9978734,"domain_scores_codex":[0.9966827,0.0005947596,0.00005397464,0.00008517877,0.0004702514,0.002113189],"domain_scores_gemma":[0.9972457,0.0005285076,0.0003184989,0.00007321933,0.0008685216,0.0009655947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004454165,0.0004756279,0.2198379,0.0004989322,0.0002252027,0.03485964,0.4726137,0.008621496,0.002671662,0.1314238,0.05062716,0.07769952],"study_design_scores_gemma":[0.00001809576,0.00005098628,0.08909605,0.0002496963,0.00006150976,0.0007127185,0.8278245,0.001321694,0.0002884284,0.001569765,0.07874689,0.0000597248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232919,0.001403632,0.0003215493,0.01594196,0.0000718172,0.0001038774,0.0002179463,0.00001382488,0.05863359],"genre_scores_gemma":[0.9888639,0.0009292975,0.0002375158,0.0008518082,0.00001288591,0.0000247622,0.00005861484,0.00001057249,0.009010687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014641,"threshold_uncertainty_score":0.7361772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690211419925611,"score_gpt":0.2675249885600592,"score_spread":0.2506228743608031,"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."}}