{"id":"W2163716156","doi":"10.1111/j.1365-2427.2007.01891.x","title":"Fish as sources and sinks of nutrients in lakes","year":2007,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of Waterloo; University of Saskatchewan","funders":"","keywords":"Phosphorus; Nutrient; Animal science; Nitrogen; Fish <Actinopterygii>; Plankton; Biomass (ecology); Ammonium; Chemistry; Biology; Ecology; Fishery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003021634,0.0002034371,0.0001564754,0.0005880914,0.0004425215,0.0004914362,0.0002186862,0.000191111,0.0009193438],"category_scores_gemma":[0.0004904406,0.000344267,0.0001569024,0.0002714464,0.0004239023,0.0004576792,0.000713303,0.0001403101,0.0001585497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420221,"about_ca_system_score_gemma":0.0004521546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03585496,"about_ca_topic_score_gemma":0.08299487,"domain_scores_codex":[0.9998866,0.0000151983,0.000008008055,0.00003060733,0.00003830353,0.0000213312],"domain_scores_gemma":[0.9997438,0.0000422646,0.00009356222,0.00001224656,0.00005692218,0.00005121445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007908645,0.00001934268,0.8623521,0.0001876221,0.00008733529,0.0004040097,0.003551931,0.001488735,0.1196734,0.0008312914,0.0002977842,0.01031557],"study_design_scores_gemma":[0.00002191964,0.0001195383,0.9921497,0.00001894642,0.0000478033,0.0001231201,0.001057579,0.001711232,0.003270068,0.0002973278,0.001169731,0.00001303576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999315,0.0000926362,0.00007723645,0.00001845182,6.144218e-7,0.000002187829,0.00005487592,0.000004236519,0.000434865],"genre_scores_gemma":[0.9988728,0.0001016135,0.0002229559,0.00001030084,0.00000148566,0.000005797254,0.00008025639,0.000003808635,0.0007009753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03585496,"threshold_uncertainty_score":0.07129252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006445845699460813,"score_gpt":0.2213355297243751,"score_spread":0.2148896840249143,"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."}}