{"id":"W4393256355","doi":"10.1007/s42452-024-05814-4","title":"Climate-resilience of dams and levees in Canada: a review","year":2024,"lang":"en","type":"review","venue":"Discover Applied Sciences","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Government of Saskatchewan; Ministry of Environment; University of Saskatchewan; Ontario Power Generation; McGill University; National Research Council Canada; Western University","funders":"Infrastructure Canada; National Research Council Canada","keywords":"Resilience (materials science); Levee; Climate change; Environmental science; Geography; Environmental planning; Environmental resource management; Geology; Oceanography; Cartography","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":[0.001481276,0.0008308776,0.0009748223,0.007135651,0.0008063226,0.001959247,0.001110466,0.0008275321,0.001849979],"category_scores_gemma":[0.004868745,0.0003231486,0.0008741841,0.01199304,0.0008609458,0.00097426,0.0006068398,0.0006452205,0.0001822168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062412,"about_ca_system_score_gemma":0.03929744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6056854,"about_ca_topic_score_gemma":0.7226241,"domain_scores_codex":[0.9993445,0.00006773636,0.00009592241,0.00006897412,0.0003652571,0.00005759158],"domain_scores_gemma":[0.9952849,0.002071431,0.0005621485,0.00005431863,0.001835938,0.00019134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008207278,0.00004920182,0.004224691,0.1042184,0.0004815462,0.0003478799,0.0007816267,0.0032418,0.0005489642,0.006666024,0.02751639,0.8518413],"study_design_scores_gemma":[0.00001132983,0.0001220918,0.02586642,0.09234545,0.001776768,0.0007875005,0.0009888761,0.0008808954,0.0006296688,0.002361106,0.8741233,0.0001065686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005400177,0.997917,0.00009519528,0.0003294066,0.00006899735,0.000007615589,0.0001053295,0.000004544424,0.0009319152],"genre_scores_gemma":[0.004982409,0.9945879,0.0001271862,0.00007156604,0.0000307755,0.000004189411,0.00004802142,0.000001449853,0.0001465418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3943146,"threshold_uncertainty_score":0.7932737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332679445370963,"score_gpt":0.317155891167213,"score_spread":0.2938290967135034,"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."}}