{"id":"W2124397349","doi":"10.9734/bjecc/2015/17705","title":"Projected Changes in the Dynamics of Flood Hazard in the Grand River Basin, Canada","year":2015,"lang":"en","type":"article","venue":"British Journal of Environment and Climate Change","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Flood myth; Hazard; Structural basin; Environmental science; Hydrology (agriculture); Drainage basin; Geography; Water resource management; Geology; Ecology; Archaeology; Geomorphology; Geotechnical engineering; Cartography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000301868,0.0002559,0.0001916104,0.0007988719,0.001602705,0.001411695,0.0006637106,0.0007390149,0.004568566],"category_scores_gemma":[0.00102061,0.000173103,0.0003558624,0.001577882,0.000707499,0.0005176626,0.0007468367,0.000787565,0.0003148135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02938717,"about_ca_system_score_gemma":0.0360764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926126,"about_ca_topic_score_gemma":0.9962218,"domain_scores_codex":[0.9997804,0.00001446412,0.000006756788,0.00001749892,0.00006524364,0.000115745],"domain_scores_gemma":[0.9992234,0.00003203098,0.00005819158,0.000007628018,0.0004222164,0.0002564572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004038704,0.0001422831,0.8577231,0.0001921088,0.0001425961,0.0007973628,0.002981146,0.03595735,0.002344734,0.006558299,0.04920301,0.04355415],"study_design_scores_gemma":[0.00002728645,0.00003092903,0.9685538,0.00004163533,0.00002680911,0.00009716066,0.003564855,0.01252774,0.0002543126,0.000835548,0.01400316,0.00003677737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677129,0.0007884586,0.000470581,0.008860909,0.00006325966,0.0000308201,0.009733667,0.00008212691,0.01225729],"genre_scores_gemma":[0.991028,0.0008585916,0.0002953672,0.0002500486,0.00001823985,0.00001159849,0.001763105,0.000009653376,0.005765438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02938717,"threshold_uncertainty_score":0.2132198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114414438881132,"score_gpt":0.2026414501813961,"score_spread":0.1814973057925848,"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."}}