{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002636577,0.0002753898,0.0005695407,0.0001507124,0.0006296114,0.0000508347,0.0004546511,0.0001510007,0.001696374],"category_scores_gemma":[0.0001058004,0.0002218217,0.0002173777,0.0003620513,0.0005736806,0.0001751526,0.0007255282,0.0008462534,0.0002269444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537391,"about_ca_system_score_gemma":0.00002883551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002579365,"about_ca_topic_score_gemma":0.0001220003,"domain_scores_codex":[0.995939,0.0009483116,0.0006670357,0.0005513832,0.001372939,0.0005212895],"domain_scores_gemma":[0.9983282,0.000875248,0.0002122766,0.0004522123,4.057042e-7,0.0001316581],"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":[0.000008002779,0.0001647895,0.0005431388,0.0001919219,0.0000243181,0.000008336729,0.0001247185,0.00002027909,0.0009417376,0.000009410672,0.00004131225,0.9979221],"study_design_scores_gemma":[0.0003795458,0.0002406277,0.001666298,0.0003421482,0.00007297498,0.00001072659,0.0002584557,0.0001207125,0.0007936312,0.0003856533,0.9954088,0.0003203918],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05026194,0.9442692,0.00001927227,0.00008118927,0.000153579,0.001903512,0.00002458099,0.00001286964,0.003273908],"genre_scores_gemma":[0.01288816,0.9848734,0.00007362713,0.00001352676,0.00001700706,0.0003668507,0.00005841849,0.00004166299,0.001667306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9976016,"threshold_uncertainty_score":0.9992162,"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."}}