{"id":"W3045228633","doi":"10.1086/710082","title":"River management alters ecosystem metabolism in a large oligotrophic river","year":2020,"lang":"en","type":"article","venue":"Freshwater Science","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Ecosystem; Hydrology (agriculture); Primary production; Floodplain; Habitat; Ecosystem respiration; Food web; Discharge; Ecology; Streamflow; Context (archaeology); Drainage basin; Geography; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001062877,0.0001163712,0.0001229047,0.0002680378,0.0003664302,0.0004735681,0.0001675744,0.0001358071,0.0003395429],"category_scores_gemma":[0.0002134502,0.0001474905,0.00008137657,0.0003935713,0.0002994467,0.0001699557,0.0002307708,0.0001329311,0.00005595259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122725,"about_ca_system_score_gemma":0.0005689684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1158966,"about_ca_topic_score_gemma":0.3525658,"domain_scores_codex":[0.9999225,0.00001386451,0.000004705375,0.0000259409,0.0000122924,0.00002071588],"domain_scores_gemma":[0.9998763,0.00001440661,0.00004584468,0.000007322707,0.00002458555,0.00003157172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356115,0.00008561272,0.9595719,0.00002187104,0.00006754044,0.0001377229,0.0008880162,0.0006562594,0.03155009,0.00006095873,0.0001221092,0.006702418],"study_design_scores_gemma":[8.498895e-7,0.00001656722,0.9993064,0.000001087972,0.000005008592,0.000009588661,0.0001921577,0.000189505,0.0001838509,0.000009959568,0.0000834895,0.000001437669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997656,0.0000138013,0.00002522541,0.00000386981,1.460057e-7,0.000001317596,0.00002327442,0.000001514327,0.0001652699],"genre_scores_gemma":[0.9996873,0.0000207145,0.00006796046,0.000007284981,2.593541e-7,0.000002718439,0.00004665339,0.000001039916,0.0001661736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158966,"threshold_uncertainty_score":0.2304441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008964698206196673,"score_gpt":0.2000019501651114,"score_spread":0.1910372519589147,"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."}}