{"id":"W2048369772","doi":"10.1002/tox.10125","title":"Cyst‐based toxicity tests. XVIII. Application of ostracodtoxkit microbiotest in a bioremediation project of oil‐contaminated sediments: Sensitivity comparison with <i>Hyalella azteca</i> solid‐phase assay","year":2003,"lang":"en","type":"article","venue":"Environmental Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Hyalella azteca; Sediment; Ostracod; Biology; Contamination; Ecotoxicology; Environmental science; Crustacean; Toxicology; Environmental chemistry; Ecology; Veterinary medicine; Amphipoda; Chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.001154535,0.0004914064,0.0008518668,0.0002346628,0.0001506128,0.000008118048,0.0002741689,0.0006051359,0.0007645493],"category_scores_gemma":[0.00008861023,0.0004928022,0.0001182389,0.000548711,0.001687374,0.0002301003,0.000162502,0.0004862968,0.0001176182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007931667,"about_ca_system_score_gemma":0.00004707758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366324,"about_ca_topic_score_gemma":0.001673944,"domain_scores_codex":[0.9959804,0.0009550661,0.00104806,0.0009135409,0.0003839513,0.0007190201],"domain_scores_gemma":[0.9980002,0.000448931,0.0008457333,0.0005509602,0.000005471066,0.0001486975],"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":[0.0002964775,0.004221955,0.2595842,0.00003116559,0.00003386433,0.00003536643,0.0002045819,0.003701716,0.7299249,0.00001508175,0.00005965621,0.001891076],"study_design_scores_gemma":[0.004985191,0.002569261,0.07213251,0.00003199053,0.00008178942,0.00008344367,0.0003451644,0.003777801,0.9137037,0.00002091129,0.00174843,0.0005198523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948983,0.00005953355,0.001460911,0.00007692228,0.0001069263,0.001011362,0.0001805816,0.00003661935,0.002168843],"genre_scores_gemma":[0.9961991,0.00003532077,0.002864609,0.0002979881,0.00001480282,0.000176741,0.0002201822,0.00004789443,0.0001433275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874516,"threshold_uncertainty_score":0.9997523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008869750363509057,"score_gpt":0.2669922337895912,"score_spread":0.2581224834260821,"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."}}