{"id":"W2045516097","doi":"10.1002/tox.20026","title":"Toxicity assessment of oil‐contaminated freshwater sediments","year":2004,"lang":"en","type":"article","venue":"Environmental Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Hyalella azteca; Environmental chemistry; Environmental science; Bioassay; Sediment; Toxicity; Contamination; Amphipoda; Chemistry; Ecology; Biology; Crustacean","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004082394,0.0004557986,0.0005829689,0.000116481,0.0003078872,0.00001245098,0.0005937363,0.0005140317,0.03673031],"category_scores_gemma":[0.00001883443,0.0004524841,0.0001936914,0.0002240262,0.001641013,0.0003206817,0.0008428225,0.0004774191,0.001390742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132931,"about_ca_system_score_gemma":0.00002249671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006283561,"about_ca_topic_score_gemma":0.000505595,"domain_scores_codex":[0.9968534,0.0002245409,0.0007400844,0.0008518826,0.000456885,0.0008732607],"domain_scores_gemma":[0.9987128,0.00008947386,0.0003267372,0.0005873034,0.000001694326,0.0002819292],"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":[0.00006822614,0.002412316,0.1458821,0.00001241038,0.00009123458,0.00009212912,0.0002766807,0.005469089,0.8420374,0.0002638512,0.0004849678,0.002909494],"study_design_scores_gemma":[0.005076165,0.002418741,0.409079,0.0000208573,0.000109769,0.0001964887,0.0003429219,0.0002920344,0.5544205,0.002099134,0.02498928,0.0009551417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710138,0.00003493811,0.0003654163,0.0003793593,0.000461413,0.0003163714,0.00009010138,0.00006844066,0.02727009],"genre_scores_gemma":[0.9874238,0.00009571879,0.007597203,0.00140526,0.0000505263,0.0001205254,0.00008321867,0.00005103388,0.003172749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287617,"threshold_uncertainty_score":0.9997927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007240912413808062,"score_gpt":0.2373433322194324,"score_spread":0.2301024198056243,"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."}}