{"id":"W4281253990","doi":"10.1016/j.scitotenv.2022.156142","title":"Microplastic and oil pollution in oceans: Interactions and environmental impacts","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Dairy Farmers of Ontario","keywords":"Environmental science; Microplastics; Oil pollution; Trophic level; Phytoplankton; Bioaccumulation; Oil spill; Zooplankton; Pollution; Oceanography; Environmental chemistry; Petroleum; Contamination; Marine pollution; Environmental engineering; Ecology; Chemistry; Biology; Geology","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":[0.0005263231,0.000109826,0.00008665613,0.00004667206,0.0006596021,0.00002030204,0.0002803396,0.00001281659,0.0006023016],"category_scores_gemma":[0.00003165345,0.00007228801,0.00002645423,0.0001888234,0.0016629,0.0001425079,0.001292477,0.0001904577,0.00001693915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115894,"about_ca_system_score_gemma":0.00001442814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002047726,"about_ca_topic_score_gemma":0.000009854454,"domain_scores_codex":[0.9987937,0.00007919315,0.0001807672,0.0002611922,0.0004317616,0.0002534367],"domain_scores_gemma":[0.9995276,0.00006125918,0.0001078335,0.0002333814,4.382192e-7,0.00006952294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004403488,0.0001574399,0.001666365,0.000004256277,0.000005962134,0.000001169253,0.001397203,0.1502395,0.8422267,0.0001264992,0.0002283089,0.003902565],"study_design_scores_gemma":[0.001195692,0.000391751,0.8801562,0.00003965061,0.00008398027,0.0006157996,0.003136634,0.09208761,0.01662619,0.001060538,0.00407257,0.0005333429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984277,0.0001145952,0.00002359191,0.0006633278,0.0003058466,0.0001038848,0.00005676636,0.000003280471,0.0003009728],"genre_scores_gemma":[0.999283,0.0001139078,0.00006986719,0.00004110932,0.00001639338,0.000009273514,0.000001143086,0.000005554166,0.000459752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8784899,"threshold_uncertainty_score":0.659478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004973818568645709,"score_gpt":0.1820821218187454,"score_spread":0.1771083032500997,"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."}}