{"id":"W2096929222","doi":"10.1039/b517972f","title":"Near-field loading dynamics of total phosphorus and short-term water quality variations at a rainbow trout cage farm in Lake Huron","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Monitoring","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Rainbow trout; Cage; Environmental science; Water quality; Term (time); Fishery; Phosphorus; Trout; Hydrology (agriculture); Ecology; Fish <Actinopterygii>; Biology; Chemistry; Geology; Mathematics; Geotechnical engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003472823,0.0001335449,0.0002364685,0.00004485952,0.0001738039,0.00001686504,0.00009887842,0.00007029086,0.0002273469],"category_scores_gemma":[0.00001251868,0.0001152735,0.00006509735,0.00004436975,0.0001444273,0.0002105904,0.0003380679,0.0001789177,0.000007254003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004347815,"about_ca_system_score_gemma":0.000001824731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331285,"about_ca_topic_score_gemma":0.001277759,"domain_scores_codex":[0.9988275,0.00004373983,0.0004858695,0.0001628474,0.0002359978,0.0002441106],"domain_scores_gemma":[0.9996176,0.00007323024,0.0001635988,0.00009910419,0.000001669296,0.00004484349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005419191,0.0001523448,0.9707256,0.000008575841,0.00002679867,0.00002936012,0.0004654518,0.001042574,0.02611283,0.0000101704,0.00003064226,0.001341433],"study_design_scores_gemma":[0.0004615525,0.0001502209,0.990701,0.00001882748,0.00003243176,0.00001755589,0.0003180729,0.0001232935,0.007856405,0.00008585266,0.0001161753,0.0001186347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980965,0.00005134857,0.00007738718,0.0001679788,0.0002679195,0.0001068348,0.000009705596,0.000004120393,0.001218213],"genre_scores_gemma":[0.998945,0.0001092722,0.0004175418,0.00001784612,0.00006215307,0.000004185214,0.000003207877,0.000009816735,0.0004309709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01997535,"threshold_uncertainty_score":0.4700717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007869655758275267,"score_gpt":0.2276305343393478,"score_spread":0.2197608785810725,"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."}}