{"id":"W4394683139","doi":"10.1002/etc.5861","title":"Sediment Toxicity Tests: A Critical Review of Their use in Environmental Regulations","year":2024,"lang":"en","type":"review","venue":"Environmental Toxicology and Chemistry","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Suomen Ympäristökeskus; Nankai University; European Chemical Industry Council; U.S. Environmental Protection Agency","keywords":"Toxicity; Sediment; Environmental science; Environmental chemistry; Biology; Chemistry","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":[0.006880177,0.001657779,0.002903133,0.007866901,0.0008467601,0.002514611,0.002780291,0.002746325,0.004112309],"category_scores_gemma":[0.00991771,0.0008134763,0.00219059,0.00838431,0.002527311,0.003046476,0.001614094,0.002994208,0.002002242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495322,"about_ca_system_score_gemma":0.006387825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555795,"about_ca_topic_score_gemma":0.005901363,"domain_scores_codex":[0.9946513,0.001172497,0.001114303,0.0004905827,0.002373902,0.0001974251],"domain_scores_gemma":[0.9877461,0.007209412,0.001253898,0.0003554439,0.003224547,0.0002105721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009369889,0.0001237684,0.0006944744,0.08316147,0.0002036345,0.0005220964,0.0004104907,0.001285717,0.002724329,0.01081952,0.05094641,0.8490144],"study_design_scores_gemma":[0.000008629771,0.0001039446,0.001034445,0.01802052,0.000202889,0.0005156664,0.0001300303,0.0001004098,0.0008821415,0.002050502,0.9769107,0.00004010865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002437238,0.9946645,0.0008278994,0.0009226752,0.0006695489,0.00005006602,0.000123759,0.00002260042,0.002475217],"genre_scores_gemma":[0.001500476,0.9960691,0.0007851379,0.0006913347,0.0002615849,0.00004711374,0.0001321911,0.000009682006,0.0005033626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007866901,"threshold_uncertainty_score":0.03638631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265551611781849,"score_gpt":0.284451913362315,"score_spread":0.2578967521841301,"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."}}