{"id":"W2321817199","doi":"10.1002/etc.2724","title":"Development of a fluoride chronic effects benchmark for aquatic life in freshwater","year":2014,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Chronic toxicity; Fluoride; Freshwater fish; Aquatic ecosystem; Environmental science; Water quality; Environmental chemistry; Interim; Guideline; Invertebrate; Toxicity; Ecology; Toxicology; Biology; Chemistry; Fish <Actinopterygii>; Fishery; Geography; Medicine","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":[0.009545969,0.0006929204,0.000867623,0.005489158,0.0009166053,0.001566861,0.001515359,0.0008801692,0.001814894],"category_scores_gemma":[0.006991149,0.0002668707,0.001784034,0.002743372,0.0004310236,0.0008773462,0.001627667,0.0005886534,0.0003892447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064672,"about_ca_system_score_gemma":0.003734072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01913906,"about_ca_topic_score_gemma":0.02562691,"domain_scores_codex":[0.9931585,0.001815419,0.0009039175,0.0006044455,0.003273999,0.000243778],"domain_scores_gemma":[0.9919013,0.001448921,0.001272704,0.0003994446,0.004751593,0.0002260115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002668419,0.001460939,0.2835533,0.005355724,0.001402693,0.0009736783,0.00093179,0.07606445,0.3168024,0.007042981,0.01196294,0.2917807],"study_design_scores_gemma":[0.0002657915,0.01459076,0.473697,0.00115494,0.001742455,0.002004881,0.00209691,0.05231727,0.326783,0.009137787,0.115815,0.0003942627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.700781,0.0188878,0.1892818,0.0009941377,0.0002561879,0.004887259,0.02938953,0.001007442,0.05451474],"genre_scores_gemma":[0.8838551,0.003854385,0.08945706,0.0005667652,0.00005246585,0.002482245,0.01613897,0.000086549,0.003506395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01913906,"threshold_uncertainty_score":0.05048448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003137069075571181,"score_gpt":0.1883044019020384,"score_spread":0.1851673328264672,"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."}}