{"id":"W1505480772","doi":"10.1080/07011784.2015.1070694","title":"An ecological perspective on floods in Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; University of Lethbridge; University of New Brunswick; University of Victoria; Impact; Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Floodplain; Riparian zone; Environmental science; Habitat; Ecology; Context (archaeology); Flood myth; Sediment; River ecosystem; Aquatic ecosystem; Disturbance (geology); Vegetation (pathology); Hydrology (agriculture); Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004582113,0.0006481292,0.0005104347,0.003583068,0.003125379,0.002908659,0.0006627659,0.0007345648,0.00747181],"category_scores_gemma":[0.001174161,0.0002084366,0.0005269229,0.009310698,0.001666113,0.001177877,0.0009916584,0.001649064,0.0003727978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02621365,"about_ca_system_score_gemma":0.0649597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.970035,"about_ca_topic_score_gemma":0.9836142,"domain_scores_codex":[0.9995598,0.00003807678,0.0000261607,0.00004126811,0.0002068852,0.0001277615],"domain_scores_gemma":[0.9989642,0.000165159,0.00008236412,0.00001159886,0.0006200854,0.0001565658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000125141,0.00005147006,0.0158817,0.009542183,0.0001332903,0.001711412,0.01168476,0.003299397,0.001770748,0.04924654,0.2001435,0.70641],"study_design_scores_gemma":[0.000004641624,0.00002846297,0.04626359,0.004885523,0.00007696237,0.0004387755,0.006142387,0.0002040624,0.0001400192,0.00294244,0.9387941,0.00007909042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01365081,0.8668244,0.0009672771,0.02206955,0.002588196,0.00004054062,0.002899274,0.0000859689,0.0908739],"genre_scores_gemma":[0.06519491,0.9169613,0.0008628819,0.003599125,0.0006677313,0.0000239939,0.000936161,0.00002339363,0.01173038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02996504,"threshold_uncertainty_score":0.1901942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454500105669237,"score_gpt":0.207884745334898,"score_spread":0.1933397442782057,"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."}}