{"id":"W3155044545","doi":"10.2166/wqrj.2021.031","title":"Biological responses in fish exposed to municipal wastewater treatment plant effluent <i>in situ</i>","year":2021,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; McMaster University; University of Alberta; Trent University; University of Calgary; University of Ottawa; Ministry of the Environment, Conservation and Parks; University of Waterloo; Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Canada Research Chairs; Trent University; Canadian Water Network; University of Ottawa","keywords":"Effluent; Vitellogenin; Minnow; Pimephales promelas; Rainbow trout; Wastewater; Environmental chemistry; Sewage treatment; Chemistry; Biology; Environmental science; Environmental engineering; Fish <Actinopterygii>; Fishery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003787175,0.0001865963,0.0002977824,0.0001181345,0.0001803611,0.0001339563,0.0003210019,0.00009570718,0.002401626],"category_scores_gemma":[0.0002049748,0.0001092831,0.0001128761,0.0002583995,0.0002796431,0.0001829422,0.0006319081,0.0006399478,0.0008962807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009390874,"about_ca_system_score_gemma":0.00002625573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229521,"about_ca_topic_score_gemma":0.00121321,"domain_scores_codex":[0.9945009,0.002547661,0.0005379965,0.0004356872,0.0007850762,0.001192639],"domain_scores_gemma":[0.9987943,0.0002667255,0.00002461144,0.0002700246,0.000007542236,0.0006367799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006497778,0.0009904044,0.104983,0.000005583131,0.00001238725,0.001925154,0.002237594,0.0002249587,0.8874017,0.000006545524,0.0002763182,0.001286557],"study_design_scores_gemma":[0.001407156,0.0004719494,0.1979775,0.0000566863,0.000002448846,0.0001905986,0.0008395109,0.00003101955,0.7848386,0.0003145126,0.01367934,0.0001907179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906757,0.00003158276,0.000001464393,0.007658567,0.00006618002,0.0002223229,0.00002567163,0.000008075562,0.001310429],"genre_scores_gemma":[0.9971204,0.0002634367,0.0001761379,0.0009648062,0.00005428735,0.000009421277,0.00001687011,0.00001084513,0.001383739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025631,"threshold_uncertainty_score":0.9998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2804771794614384,"score_gpt":0.4339763951918754,"score_spread":0.1534992157304371,"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."}}