{"id":"W2155501595","doi":"10.2166/wqrj.2005.041","title":"Biological Criteria for Municipal Wastewater Effluent Monitoring Programs","year":2005,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Environment and Climate Change Canada; University of New Brunswick; Stantec (Canada)","funders":"","keywords":"Benthic zone; Environmental science; Dominance (genetics); Population; Aquatic ecosystem; Effluent; Ecology; Fishery; Biology; Environmental health; Environmental engineering","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":[0.007625907,0.0007288373,0.0004251733,0.006171875,0.001184711,0.00170412,0.002141983,0.001169632,0.01194926],"category_scores_gemma":[0.02521529,0.0002238125,0.0007221234,0.002503409,0.0004572488,0.000920653,0.001825975,0.0006799173,0.0032765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262165,"about_ca_system_score_gemma":0.005707233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008665362,"about_ca_topic_score_gemma":0.0143213,"domain_scores_codex":[0.9896078,0.002097541,0.002232717,0.0004674205,0.004980394,0.0006142396],"domain_scores_gemma":[0.9635327,0.004953338,0.007729733,0.0006873679,0.02128001,0.001816848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00111086,0.001074196,0.4071565,0.002765513,0.00009157787,0.001905157,0.001578782,0.0184694,0.01993795,0.03222552,0.131502,0.3821825],"study_design_scores_gemma":[0.0002864248,0.002554608,0.3974676,0.002561573,0.000100305,0.00174696,0.002834802,0.02318225,0.01433602,0.009876662,0.544874,0.0001789707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2633752,0.004775974,0.1688155,0.01228963,0.001526316,0.02078761,0.03071398,0.003885754,0.4938301],"genre_scores_gemma":[0.6395018,0.00174368,0.2630829,0.004204896,0.0003245315,0.0137577,0.02345178,0.0002813625,0.0536514],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01194926,"threshold_uncertainty_score":0.04033011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2879469101414905,"score_gpt":0.4562171033445929,"score_spread":0.1682701932031024,"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."}}