{"id":"W6992892106","doi":"","title":"Modelling of future flood risk across Canada under climate change","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flooding (psychology); Flood myth; Climate change; Streamflow; Return period; Range (aeronautics); Period (music)","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":[0.0003080137,0.0004561165,0.0002619594,0.0007566391,0.001254057,0.001601464,0.00115811,0.0006135125,0.001781253],"category_scores_gemma":[0.0009501903,0.0003442809,0.0005041574,0.001237232,0.0005663902,0.0004932802,0.0006023604,0.0005392678,0.0001446185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02765103,"about_ca_system_score_gemma":0.02378261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891757,"about_ca_topic_score_gemma":0.9844192,"domain_scores_codex":[0.9997978,0.00002810372,0.000007934368,0.00004639383,0.00004894611,0.00007080485],"domain_scores_gemma":[0.9996711,0.00005174614,0.00003450016,0.00001178639,0.0001668265,0.00006398944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004717586,0.00001988093,0.03946609,0.00001894811,0.00005671884,0.0001283183,0.0001400554,0.9510468,0.000352415,0.002599262,0.00172761,0.004396675],"study_design_scores_gemma":[0.0000230198,0.00001454341,0.02936666,0.00001480711,0.0000350739,0.00003408972,0.0002582152,0.9653032,0.0002090155,0.001052762,0.003654032,0.00003456321],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762582,0.0003921501,0.004286114,0.001188545,0.00002330775,0.00004511458,0.005046925,0.0002388118,0.01252089],"genre_scores_gemma":[0.9927489,0.0003219385,0.001490476,0.00004935495,0.000004446412,0.000018288,0.001503732,0.00002279753,0.003839964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02765103,"threshold_uncertainty_score":0.2006232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09383891373792053,"score_gpt":0.2874152594856128,"score_spread":0.1935763457476922,"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."}}