{"id":"W2041998478","doi":"10.1007/s00027-011-0243-2","title":"Oligotrophication from wetland epuration alters the riverine trophic network and carrying capacity for fish","year":2011,"lang":"en","type":"article","venue":"Aquatic Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Ministère des Ressources naturelles et des Forêts (Québec); Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trophic level; Ecology; Macrophyte; Biomass (ecology); Eutrophication; Benthic zone; Periphyton; Invertebrate; Trophic cascade; Juvenile fish; Habitat; Perch; Environmental science; Biology; Nursery habitat; Predation; Fishery; Nutrient; Food web; Juvenile; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005387902,0.00009210697,0.0001070728,0.00001176022,0.0005138275,0.00005451724,0.0002253597,0.00003324987,0.0001191691],"category_scores_gemma":[0.00006051189,0.00006000993,0.00002549406,0.0001726926,0.0004125644,0.0002070652,0.00004990538,0.00004750237,0.00001845437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004184543,"about_ca_system_score_gemma":0.00001009617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004112173,"about_ca_topic_score_gemma":0.004243765,"domain_scores_codex":[0.9990937,0.00006067619,0.0001883242,0.000255442,0.0002036516,0.0001981815],"domain_scores_gemma":[0.999431,0.0002161338,0.0001362462,0.000162212,0.000004187864,0.00005022648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006932041,0.00008974243,0.9130677,0.00004018637,0.00006773909,0.000002507942,0.01430086,0.009836642,0.004707055,0.0267393,0.003086174,0.02799275],"study_design_scores_gemma":[0.0003301468,0.000218311,0.270626,0.00003691013,0.00004897734,0.000007514497,0.0003798186,0.6320832,0.0002004323,0.0947936,0.001018979,0.0002560796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747621,0.00002918689,0.02292071,0.0004594805,0.0002102357,0.0003389371,0.00001077354,0.00001454671,0.001253968],"genre_scores_gemma":[0.9900886,0.00002345193,0.009509895,0.0002143374,0.00009113425,0.00003930919,0.000005794246,0.00000439408,0.0000231278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6424417,"threshold_uncertainty_score":0.6216403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396758370484608,"score_gpt":0.2219227183862331,"score_spread":0.1822468813377723,"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."}}