{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232207,0.0001538806,0.0002219562,0.00001191044,0.0000757853,0.000003934671,0.0001163903,0.0001504572,0.0008459145],"category_scores_gemma":[0.00003621158,0.0001350652,0.00003863004,0.00003088748,0.0002720424,0.00004336551,0.0001429305,0.0001086198,0.0000326062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880568,"about_ca_system_score_gemma":0.00001308707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006151082,"about_ca_topic_score_gemma":0.00005195655,"domain_scores_codex":[0.999043,0.00002748936,0.0002474902,0.0002998314,0.0001106058,0.0002715302],"domain_scores_gemma":[0.9995499,0.0001423548,0.00007037683,0.0001347874,2.905597e-7,0.0001022739],"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":[0.00003639432,0.0001402441,0.01595358,0.0001362969,0.00001454626,0.000002415751,0.0002172362,0.00008175198,0.9685367,0.000004206974,0.0001889176,0.01468776],"study_design_scores_gemma":[0.001677908,0.0001762772,0.05694448,0.00003819368,0.00001860574,0.000009367127,0.00003924967,0.003438741,0.9215353,0.0001775023,0.01568366,0.0002607843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998516,0.0001638196,0.0001921321,0.00004019846,0.0000677388,0.0002390344,0.000003313862,0.000007248208,0.0007704616],"genre_scores_gemma":[0.9951714,0.00001515273,0.004239087,0.00009491407,0.00005932388,0.00007089163,0.00002046204,0.00001205718,0.0003166792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04700143,"threshold_uncertainty_score":0.9262171,"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."}}