{"id":"W3026683034","doi":"10.1002/hyp.13828","title":"Hydrological functioning of a beaver dam sequence and regional dam persistence during an extreme rainstorm","year":2020,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Global Water Futures; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Beaver; Flood myth; Riparian zone; Environmental science; Hydrology (agriculture); Ecosystem; Ecology; Geography; Geology; Habitat; Biology","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":[0.0002532266,0.0000959484,0.0001595272,0.0006390839,0.0003661231,0.0004827241,0.0002680956,0.0001806291,0.001042453],"category_scores_gemma":[0.001122235,0.00006244751,0.0001125513,0.0005467971,0.0003706361,0.0002306263,0.0003379036,0.0001811215,0.00009803478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007311229,"about_ca_system_score_gemma":0.0004769367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09343965,"about_ca_topic_score_gemma":0.2314355,"domain_scores_codex":[0.9998815,0.00001396132,0.000008008456,0.00003093305,0.00002939312,0.00003621371],"domain_scores_gemma":[0.9991482,0.00009054433,0.0003275534,0.00004174406,0.0001902034,0.0002016507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008550303,0.00002810152,0.9937605,0.000007522276,0.00003593088,0.0001284612,0.0003369193,0.0004894295,0.002546278,0.00003992912,0.000131782,0.002409609],"study_design_scores_gemma":[3.14908e-7,0.00001136725,0.9995369,8.165437e-7,0.000002493724,0.00001808228,0.0001390334,0.0001987805,0.00004718011,0.000006175189,0.00003781294,0.000001079218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999582,0.00001249394,0.00004415544,0.000007540473,7.586959e-7,0.000002026818,0.0001407149,0.000003789181,0.0002066182],"genre_scores_gemma":[0.9998345,0.000004535894,0.00002612376,0.000001977264,7.610982e-7,9.448536e-7,0.00008762343,4.983332e-7,0.00004305449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09343965,"threshold_uncertainty_score":0.1857915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175740094185284,"score_gpt":0.2304256689815135,"score_spread":0.1128516595629851,"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."}}