{"id":"W2010603134","doi":"10.1080/10807031003670287","title":"Sublethal Toxicity Testing of Canadian Metal Mining Effluents: National Trends and Site-Specific Uses","year":2010,"lang":"en","type":"article","venue":"Human and Ecological Risk Assessment An International Journal","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"U.S. Environmental Protection Agency","keywords":"Effluent; Ceriodaphnia dubia; Lemna minor; Toxicology; Environmental science; Biology; Toxicity; Ecology; Acute toxicity; Chemistry; Aquatic plant; 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":[0.001378669,0.0003405498,0.0002719928,0.00245873,0.001141612,0.0007032392,0.001067796,0.0002708172,0.001157588],"category_scores_gemma":[0.001486681,0.0001221499,0.0002221957,0.00415332,0.000597098,0.0002839938,0.0005174233,0.0003986522,0.0001244596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01019723,"about_ca_system_score_gemma":0.01540286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9120098,"about_ca_topic_score_gemma":0.9734141,"domain_scores_codex":[0.9980311,0.00007002283,0.00007312495,0.0002047553,0.001467246,0.0001537867],"domain_scores_gemma":[0.9933482,0.0001845154,0.0006597675,0.0001226116,0.005428001,0.0002569352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002792435,0.000145802,0.7756422,0.0006364311,0.0001174427,0.0001720463,0.0007462325,0.001107233,0.04528731,0.000289124,0.005299105,0.1702778],"study_design_scores_gemma":[0.000004645253,0.0001765916,0.9805912,0.00005192773,0.00005428621,0.00009611451,0.0004233218,0.0003280175,0.008878351,0.00003599691,0.00934316,0.00001649782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542044,0.00964991,0.002865073,0.001390802,0.00003706192,0.0002016155,0.009161672,0.0002678874,0.02222151],"genre_scores_gemma":[0.9756722,0.007093046,0.005129179,0.0004954876,0.00001233251,0.00005309374,0.005227803,0.0000260973,0.006290857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799016,"threshold_uncertainty_score":0.1770167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04580154957743972,"score_gpt":0.3131208382561394,"score_spread":0.2673192886786997,"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."}}