{"id":"W4291109163","doi":"10.1016/j.envres.2022.113985","title":"The degradation and toxicity of commercially traded vegetable oils following spills in aquatic environment","year":2022,"lang":"en","type":"review","venue":"Environmental Research","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Ministry of Higher Education, Malaysia","keywords":"Environmental science; Aquatic ecosystem; Contamination; Vegetable oil; Environmental remediation; Ecosystem; Oil spill; Waste management; Environmental chemistry; Environmental protection; Ecology; Chemistry; Biology; Food science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000428517,0.0008337192,0.001231687,0.001978659,0.000146946,0.0007416639,0.0005655311,0.0008916368,0.001901453],"category_scores_gemma":[0.0004691693,0.0002387576,0.0006558907,0.002298543,0.0002716595,0.0006361327,0.0003906389,0.0006424856,0.0007774074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109106,"about_ca_system_score_gemma":0.0008103583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840883,"about_ca_topic_score_gemma":0.005186142,"domain_scores_codex":[0.9998208,0.00001868469,0.00002498014,0.00003724111,0.00008087741,0.00001739135],"domain_scores_gemma":[0.9997242,0.000108737,0.00007618377,0.000008190972,0.00006978786,0.00001281695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001201889,0.00007838089,0.000386532,0.04127741,0.0002812989,0.0001840256,0.00006500601,0.0007936803,0.01047591,0.001536148,0.008649578,0.9361519],"study_design_scores_gemma":[0.0000431905,0.0006424503,0.004863197,0.01011456,0.0009509625,0.001676921,0.0001824523,0.0002891801,0.009302109,0.001928615,0.9699255,0.00008101355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004263431,0.998787,0.00008722497,0.00005555683,0.00004028158,0.000003383337,0.00004229912,0.000003296686,0.0005546908],"genre_scores_gemma":[0.001656405,0.9977608,0.00008850398,0.00004189908,0.00002667126,0.000002805441,0.00003304529,6.155055e-7,0.0003892749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002840883,"threshold_uncertainty_score":0.006360948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08766419164706388,"score_gpt":0.3482636802424782,"score_spread":0.2605994885954143,"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."}}