{"id":"W2337593390","doi":"10.2166/wqrj.2002.045","title":"Complying with Effluent Toxicity Regulation in Canada","year":2002,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daphnia magna; Effluent; Toxicity; Rainbow trout; Daphnia; Cladocera; Environmental chemistry; Environmental science; Toxicology; Acute toxicity; Biology; Waste management; Fishery; Environmental engineering; Chemistry; Fish <Actinopterygii>; Crustacean; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002587089,0.000103913,0.0001659639,0.00007200604,0.0005253616,0.00004530812,0.0002700879,0.00006441324,0.02450304],"category_scores_gemma":[0.0000393585,0.00007020286,0.00002890242,0.000193,0.0003384538,0.0002405806,0.0002010847,0.0008228513,0.0004053703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566726,"about_ca_system_score_gemma":0.00003058608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1594781,"about_ca_topic_score_gemma":0.7723701,"domain_scores_codex":[0.9968387,0.001026944,0.000342118,0.000247122,0.0007935098,0.0007516052],"domain_scores_gemma":[0.9994206,0.0001208239,0.00004918624,0.0001839784,0.000008560996,0.0002167899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397162,0.0003004289,0.8665947,0.00001100791,0.00002149703,0.0002513018,0.001074734,0.007711079,0.1132808,0.00003845506,0.006982374,0.003593899],"study_design_scores_gemma":[0.001353375,0.000340742,0.9262835,0.00002696223,0.000003806655,0.0003685035,0.0007286125,0.001921951,0.05902786,0.002047381,0.007603236,0.0002940166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873527,0.00001393593,0.00004892139,0.002202296,0.00005721987,0.0001701044,0.000001638315,0.000004825431,0.01014835],"genre_scores_gemma":[0.9978367,0.00001999109,0.0002605902,0.0003306461,0.00003495541,0.00001288822,0.000001849887,0.000008556802,0.00149381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.612892,"threshold_uncertainty_score":0.9763887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115745673652617,"score_gpt":0.3234896539765511,"score_spread":0.2119150866112893,"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."}}