{"id":"W2078371604","doi":"10.1016/j.scitotenv.2013.09.100","title":"Effects of river morphology, hydraulic gradients, and sediment deposition on water exchange and oxygen dynamics in salmonid redds","year":2013,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Environmental science; Hydrology (agriculture); Infiltration (HVAC); Sediment; Flood myth; Silt; Fluvial; Geology; Geomorphology; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003155972,0.0001703124,0.0002370725,0.0002517442,0.000267125,0.0004184844,0.0002049211,0.0002336501,0.0006074196],"category_scores_gemma":[0.0007461769,0.0003016229,0.0002375184,0.000247955,0.0005412488,0.0002740282,0.0004034575,0.0002992258,0.00009084345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938809,"about_ca_system_score_gemma":0.00027611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009088906,"about_ca_topic_score_gemma":0.02716479,"domain_scores_codex":[0.9998825,0.00004269294,0.00001213455,0.00002854756,0.00001350056,0.00002070249],"domain_scores_gemma":[0.9994894,0.0001923036,0.0001153221,0.0000394343,0.00004580894,0.0001177724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001072879,0.0001134816,0.9720587,0.00002010675,0.0001571712,0.0002128988,0.0003279214,0.0007018342,0.02117709,0.00005010241,0.00007069165,0.00403705],"study_design_scores_gemma":[0.000006384882,0.00008904418,0.9991106,8.705856e-7,0.00001676868,0.00002946635,0.0001252101,0.0003131824,0.0002632853,0.00001453314,0.00002776663,0.000002890638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999163,0.00001141183,0.00001486207,0.000003173847,4.267822e-7,4.117041e-7,0.00001272854,6.1857e-7,0.00004005808],"genre_scores_gemma":[0.9997562,0.00001433462,0.00003720108,0.000008807813,7.898846e-7,0.000002182187,0.00004097086,0.000001697829,0.0001377744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009088906,"threshold_uncertainty_score":0.01807201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003161314560207517,"score_gpt":0.1668180817702803,"score_spread":0.1636567672100728,"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."}}