{"id":"W2117301707","doi":"10.1111/fwb.12347","title":"Autochthonous production in shallow littoral zones of five floodplain rivers: effects of flow, turbidity and nutrients","year":2014,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"U.S. Army Corps of Engineers; National Science Foundation","keywords":"Floodplain; Environmental science; Littoral zone; Turbidity; Temperate climate; Hydrology (agriculture); Benthic zone; Nutrient; Biomass (ecology); Ecology; Oceanography; Geology; Biology","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":[0.0001967028,0.0001550896,0.0001454843,0.0003465037,0.0002236293,0.0003407484,0.00009909667,0.00009469115,0.0004276347],"category_scores_gemma":[0.0002976813,0.0001414006,0.0001827569,0.0002848205,0.0002373839,0.0001341182,0.0001987644,0.00009822351,0.00004824487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169156,"about_ca_system_score_gemma":0.0001353353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007070711,"about_ca_topic_score_gemma":0.01604574,"domain_scores_codex":[0.9999464,0.00001332787,0.000004666812,0.00001883558,0.000007652196,0.000009235452],"domain_scores_gemma":[0.9996986,0.0001010449,0.0001080792,0.00001936613,0.00002928127,0.00004354495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339649,0.00002438274,0.9722295,0.00001922193,0.00004231042,0.00006624618,0.0004975395,0.0005097202,0.02318888,0.00002753229,0.00002146408,0.003239271],"study_design_scores_gemma":[0.00000120614,0.00002894457,0.9992496,9.888348e-7,0.000004506799,0.0000138741,0.00008623916,0.0002819145,0.0002941296,0.000005651418,0.00003181211,0.000001101066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998944,0.000006985377,0.00002155546,7.600797e-7,7.461517e-8,7.180057e-7,0.00002692973,8.90008e-7,0.00004770635],"genre_scores_gemma":[0.999671,0.00001328033,0.00009171002,0.000001649943,3.739335e-7,0.000003778591,0.0001171443,9.446557e-7,0.0001000629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007070711,"threshold_uncertainty_score":0.01405913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005175082724308933,"score_gpt":0.2017632523947885,"score_spread":0.1965881696704796,"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."}}