{"id":"W4361019151","doi":"10.1021/acs.est.2c08716","title":"Transport of Microplastic and Dispersed Oil Co-contaminants in the Marine Environment","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fisheries and Oceans Canada; Canada Foundation for Innovation","keywords":"Dispersant; Microplastics; Seawater; Environmental chemistry; Water column; Contamination; Environmental science; Pollution; Salinity; Adsorption; Oceanography; Oil spill; Chemistry; Mineral oil; Environmental engineering; Dispersion (optics); Geology; Ecology; Biology","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":[0.0001192182,0.000343009,0.0003135082,0.0002853517,0.0003531873,0.0005425892,0.0002902159,0.0005170834,0.000296832],"category_scores_gemma":[0.0002503156,0.000167713,0.0004697785,0.0002184786,0.0002110748,0.0007145696,0.0004453039,0.0002861112,0.00008523963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008526752,"about_ca_system_score_gemma":0.0006600353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189683,"about_ca_topic_score_gemma":0.01082701,"domain_scores_codex":[0.9999044,0.000009750973,0.000007255214,0.00003260041,0.00002471191,0.00002132371],"domain_scores_gemma":[0.9999171,0.00002223444,0.00002374637,0.000004985915,0.00002135457,0.00001057817],"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":[0.0003495895,0.0001737791,0.1211339,0.000542176,0.0001717588,0.001042583,0.0002106943,0.1267907,0.7225812,0.002803498,0.0003953009,0.02380477],"study_design_scores_gemma":[0.00004878112,0.00072243,0.04194107,0.00003449549,0.0001740903,0.0003391895,0.000699881,0.7364867,0.2153781,0.001550442,0.002562251,0.00006272287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964127,0.0004752243,0.002342859,0.0000902453,0.00001353799,0.00001129477,0.0001118365,0.00001783424,0.0005244197],"genre_scores_gemma":[0.9974808,0.0005272648,0.001395662,0.00001856675,0.00000342019,0.000007677359,0.00008317406,0.000004793526,0.0004785914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189683,"threshold_uncertainty_score":0.03771573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00441063657858235,"score_gpt":0.1917835495409982,"score_spread":0.1873729129624159,"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."}}