{"id":"W4220886021","doi":"10.21203/rs.3.rs-1455333/v1","title":"Evaluation Of Sublethal Toxicity Of Nitrite To A Suite Of Aquatic Organisms In Support Of The Derivation Of A Chronic Environmental Water Quality Benchmark","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nautilus Environmental","funders":"","keywords":"Nitrite; Aquatic toxicology; Environmental chemistry; Toxicity; Bioconcentration; Ceriodaphnia dubia; Nitrate; Mayfly; Toxicology; Water quality; Biology; Acute toxicity; Environmental science; Chemistry; Ecology; Bioaccumulation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008854674,0.0005025855,0.0003971067,0.000386481,0.0003241851,0.0004050161,0.0004011614,0.0003817151,0.000655353],"category_scores_gemma":[0.0007416751,0.00009915074,0.0003412717,0.0003585493,0.0002589533,0.0002366158,0.0006132015,0.0003336081,0.0001292944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783518,"about_ca_system_score_gemma":0.0004666685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467881,"about_ca_topic_score_gemma":0.004447155,"domain_scores_codex":[0.9993151,0.0001536463,0.00007710377,0.0001157209,0.0002950899,0.000043304],"domain_scores_gemma":[0.999099,0.00009233195,0.0002062999,0.00005565146,0.0004611071,0.00008560803],"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":[0.0002539019,0.0002495992,0.01545046,0.0001692959,0.00003309369,0.00004082191,0.00008082869,0.001113631,0.9778101,0.00005602675,0.00009132567,0.004650847],"study_design_scores_gemma":[0.00003516688,0.02511344,0.1532592,0.00006591011,0.0001842792,0.0002501018,0.0004259486,0.007113501,0.8093379,0.0001884301,0.003978688,0.00004750615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927914,0.000486555,0.004727272,0.00003462247,0.00002307764,0.000197538,0.0006207351,0.000023126,0.001095672],"genre_scores_gemma":[0.9860692,0.0006070428,0.009087638,0.0001069267,0.00001423506,0.0004336524,0.002010285,0.000009771957,0.001661305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467881,"threshold_uncertainty_score":0.004907012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07343891270868018,"score_gpt":0.3895253864113287,"score_spread":0.3160864737026485,"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."}}