{"id":"W4200552503","doi":"10.3390/su132413752","title":"Impact of Microplastics on Oil Dispersion Efficiency in the Marine Environment","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":18,"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; Dispersion (optics); Environmental science; Volume (thermodynamics); Oil droplet; Petroleum engineering; Oil spill; Environmental engineering; Chemistry; Environmental chemistry; Chemical engineering; Geology; Engineering","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":[0.0003388991,0.00033841,0.0002386206,0.0003477703,0.000208352,0.0005982572,0.0001528716,0.0003650392,0.0003791273],"category_scores_gemma":[0.0007549501,0.0001216327,0.0003053877,0.0001863569,0.0003038751,0.0005741403,0.0004556643,0.0002781442,0.00008976823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006043642,"about_ca_system_score_gemma":0.0003497156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00630515,"about_ca_topic_score_gemma":0.006557173,"domain_scores_codex":[0.9997477,0.00004597178,0.00001857986,0.00004966205,0.00009065845,0.00004743398],"domain_scores_gemma":[0.9996631,0.0001635676,0.00008846047,0.00001440184,0.00005318352,0.00001736104],"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":[0.0005848402,0.0003335359,0.1050042,0.0003215433,0.0001578049,0.0005045921,0.0001203293,0.3655916,0.4797824,0.001081175,0.0001561347,0.04636185],"study_design_scores_gemma":[0.0000113388,0.0006048045,0.04838302,0.000023596,0.00007660732,0.00007933816,0.0002121987,0.5838459,0.3653229,0.0004618638,0.0009394435,0.00003905844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961416,0.0002297905,0.002902901,0.0000368293,0.000004293154,0.000005833536,0.00003707959,0.00001372852,0.0006279554],"genre_scores_gemma":[0.9988596,0.0001564511,0.0006784109,0.000007321899,7.854588e-7,0.000002606678,0.00001934631,0.000002618728,0.0002727553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00630515,"threshold_uncertainty_score":0.01253694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004378959721184988,"score_gpt":0.2228671685479268,"score_spread":0.2184882088267418,"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."}}