{"id":"W3107749539","doi":"10.1002/rra.3753","title":"Beaver dam analogue configurations influence stream and riparian water table dynamics of a degraded spring‐fed creek in the Canadian Rockies","year":2020,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beaver; Riparian zone; Hydrology (agriculture); STREAMS; Stream restoration; Water table; Spring (device); Environmental science; Table (database); Geology; Groundwater; Ecology; Habitat; Geotechnical engineering; Engineering","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":[0.0001707656,0.0001662519,0.000224593,0.0004906668,0.001530505,0.0009327421,0.0005266683,0.0002703747,0.001589514],"category_scores_gemma":[0.0005685005,0.0001369258,0.0002230384,0.0007213472,0.0007113086,0.0002228065,0.0004760464,0.0003089083,0.0001103419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008800666,"about_ca_system_score_gemma":0.007032293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9439279,"about_ca_topic_score_gemma":0.9890609,"domain_scores_codex":[0.9997225,0.00001657936,0.000006607783,0.00006724055,0.00009259924,0.0000944783],"domain_scores_gemma":[0.9996791,0.00002264534,0.00004415502,0.00001132602,0.000139901,0.000102814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002831557,0.0001490165,0.9535582,0.00004359104,0.00009445145,0.0005969015,0.002270067,0.00262776,0.01809888,0.0002993205,0.001567439,0.02041123],"study_design_scores_gemma":[0.00000297383,0.0000251092,0.9966348,0.000005199559,0.00001296389,0.00003008039,0.001086819,0.001140464,0.0003497357,0.00001870552,0.0006840138,0.00000918251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991159,0.00001736479,0.00004231716,0.00001930659,0.00000124442,0.000006150828,0.0001563143,0.000007168697,0.0006342413],"genre_scores_gemma":[0.9991224,0.00002158245,0.0001897466,0.00001576842,6.106382e-7,0.000005197245,0.0001451136,0.000002781301,0.0004967269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05607212,"threshold_uncertainty_score":0.1128046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0413646275025758,"score_gpt":0.2685670452871408,"score_spread":0.227202417784565,"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."}}