{"id":"W3185199823","doi":"10.1061/(asce)wr.1943-5452.0001434","title":"River Damming Reduces Wetland Function in Regulating Flow","year":2021,"lang":"en","type":"article","venue":"Journal of Water Resources Planning and Management","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Wetland; Environmental science; Baseflow; Hydrology (agriculture); Drainage basin; Structural basin; Climate change; Streamflow; Water resource management; Ecology; Geology; Geography; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004781973,0.00009373289,0.000151918,0.00009574163,0.0001407573,0.0000377897,0.00007718988,0.00002954473,0.0000826815],"category_scores_gemma":[0.000006489156,0.0000647884,0.00003245764,0.00007721627,0.00006974016,0.0001691119,0.000283109,0.0001117725,0.00001027657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003029979,"about_ca_system_score_gemma":5.500038e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001297771,"about_ca_topic_score_gemma":0.000006090728,"domain_scores_codex":[0.9991434,0.00006203562,0.0002556337,0.0001594316,0.0001785571,0.0002009165],"domain_scores_gemma":[0.9997842,0.0000157783,0.00008674546,0.00007015034,0.000005799529,0.00003727149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005584197,0.0001973591,0.6662993,0.000213654,0.0006146291,0.002847793,0.04852964,0.2110964,0.007556417,0.00005058433,0.01008786,0.05194799],"study_design_scores_gemma":[0.002916415,0.0003420701,0.5293728,0.0005921676,0.0003135621,0.0001730225,0.007663263,0.003209859,0.006453498,0.002309064,0.4461661,0.0004881438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991924,0.0002714843,0.0004278512,0.0008044488,0.0001370078,0.0000484732,1.738558e-7,0.00000762626,0.006378857],"genre_scores_gemma":[0.9963123,0.0001047033,0.001708363,0.0001999662,0.00005714065,0.000003005674,0.000001718303,0.000005806141,0.001606989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4360783,"threshold_uncertainty_score":0.2641994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032341299395117,"score_gpt":0.2115263736806047,"score_spread":0.2012029606866536,"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."}}