{"id":"W2460067933","doi":"10.1021/acs.est.6b01481","title":"Effect of Lipid Partitioning on Predictions of Acute Toxicity of Oil Sands Process Affected Water to Embryos of Fathead Minnow (<i>Pimephales promelas</i>)","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"Chinese Academy of Sciences; Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Syncrude","keywords":"Pimephales promelas; Minnow; Toxicity; Chemistry; Environmental chemistry; Aquatic toxicology; Chromatography; Acute toxicity; Biology; Organic chemistry; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002859714,0.0001369344,0.0003387286,0.0003648875,0.00009053582,0.000003288546,0.0004249834,0.0001228765,0.0001540746],"category_scores_gemma":[0.00007437449,0.00008425462,0.00007476845,0.0005643915,0.001587953,0.0001156164,0.0001288914,0.00008600072,0.000005731263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000777434,"about_ca_system_score_gemma":0.00002470058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000355565,"about_ca_topic_score_gemma":0.000001397335,"domain_scores_codex":[0.998675,0.00001821555,0.0003336796,0.0003333775,0.0003722743,0.0002674029],"domain_scores_gemma":[0.9993412,0.00003872903,0.0002231412,0.0003234865,0.00002109165,0.00005229332],"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":[0.00005074076,0.0002277416,0.01629266,0.0001038946,0.00003913294,5.945828e-7,0.0001194055,0.00005586173,0.9716092,0.000006589587,0.000002052214,0.01149216],"study_design_scores_gemma":[0.0003845815,0.0006790907,0.0008547869,0.0002808073,0.00007588673,0.000004762333,0.00007715136,0.00006802157,0.9974412,0.00002148939,0.00002648092,0.00008577381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986522,0.00001986615,0.0001437539,0.0001347071,0.00001600654,0.0000229283,0.00009117616,0.00004204067,0.0008773815],"genre_scores_gemma":[0.9993827,0.00001681003,0.00008744056,0.000003119687,0.000009583283,0.00004039684,0.00000473599,0.000008044546,0.0004471849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.025832,"threshold_uncertainty_score":0.5850878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002945452296715442,"score_gpt":0.2263173271143547,"score_spread":0.2233718748176393,"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."}}