{"id":"W3047194593","doi":"10.1002/etc.4840","title":"Development of a Reduced-Volume Acute Lethality Toxicity Test for <i>Hyalella azteca</i>","year":2020,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Waterloo; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Hyalella azteca; Lethality; Acute toxicity; Toxicity; Toxicology; Environmental science; Biology; Chemistry; Ecology; Amphipoda; Crustacean","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005287402,0.0005760547,0.0004063964,0.0004959312,0.000177282,0.0005003983,0.0004975983,0.0004376864,0.000720366],"category_scores_gemma":[0.0005205448,0.0001950367,0.0003326966,0.0003843507,0.0003383319,0.0003662256,0.0004968356,0.0005574979,0.0003566463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000425455,"about_ca_system_score_gemma":0.0004120001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939174,"about_ca_topic_score_gemma":0.002939735,"domain_scores_codex":[0.9991819,0.0001499334,0.00009931642,0.0001433088,0.0003757558,0.00004968074],"domain_scores_gemma":[0.9994968,0.0001207135,0.0001311883,0.00004999073,0.0001594023,0.00004184245],"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":[0.00003202643,0.00002872378,0.0004138438,0.00003878096,0.000004944945,0.00001052105,0.000006145573,0.00007537197,0.9983052,0.00001280485,0.00001535236,0.001056218],"study_design_scores_gemma":[0.000006097783,0.0005786718,0.004955969,0.000005397979,0.00001682682,0.00005217444,0.00001809771,0.0006118909,0.9932578,0.00001164731,0.0004798353,0.000005764011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522248,0.0008909245,0.04118955,0.0002146657,0.00006720958,0.0004204093,0.001534393,0.0003931024,0.003065049],"genre_scores_gemma":[0.9228009,0.001092427,0.06889478,0.0002041758,0.00002772759,0.0003502869,0.002835003,0.00005797617,0.003736722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939174,"threshold_uncertainty_score":0.003855765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115313335709243,"score_gpt":0.2227330136648314,"score_spread":0.211579880307739,"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."}}