{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000430878,0.0007399642,0.0003114087,0.0002805815,0.000210978,0.0005149483,0.0003430769,0.0005973305,0.0002758337],"category_scores_gemma":[0.001030491,0.000287478,0.0005779871,0.00008991911,0.0002590797,0.0004139858,0.0003992586,0.0003420576,0.0001135704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009278039,"about_ca_system_score_gemma":0.0006300401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548592,"about_ca_topic_score_gemma":0.007581003,"domain_scores_codex":[0.9998698,0.00004018612,0.000008490312,0.00003483864,0.00002811202,0.00001857969],"domain_scores_gemma":[0.9994699,0.0003558871,0.00006766105,0.00001318961,0.00006778027,0.00002550606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002738857,0.000057163,0.006032065,0.0000405196,0.00004176813,0.00007306826,0.00002265564,0.9576017,0.03093256,0.0001089282,0.00003523756,0.004780468],"study_design_scores_gemma":[0.000007582637,0.0001363914,0.001846798,0.000004186097,0.00001758982,0.00001148942,0.00001311125,0.9851376,0.01268786,0.00007770422,0.00005226445,0.000007391292],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851335,0.0001573818,0.01361116,0.0000465076,0.000006166109,0.00003096491,0.0001073385,0.0001010523,0.0008058111],"genre_scores_gemma":[0.9964139,0.00006943628,0.003111399,0.00001660845,0.000001751349,0.00002170302,0.00008923408,0.000008094265,0.0002679759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548592,"threshold_uncertainty_score":0.03079152,"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."}}