{"id":"W6998460407","doi":"","title":"Adsorption of Polycyclic Aromatic Hydrocarbons by Polyethylene Microplastics in Freshwaters","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Microplastics; Sorption; Adsorption; Polyethylene; Contamination; Surface water; Water pollution; Hydrocarbon","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000866699,0.0001903859,0.0001262351,0.0001505454,0.0001991776,0.000267505,0.00007372403,0.0001238048,0.001435443],"category_scores_gemma":[0.0001383746,0.00008830882,0.0001583883,0.0001713043,0.0001005238,0.0001741777,0.0001359502,0.0001933027,0.0003333884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180991,"about_ca_system_score_gemma":0.0002120563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239345,"about_ca_topic_score_gemma":0.002217524,"domain_scores_codex":[0.9999251,0.000007048348,0.000004679334,0.00001638857,0.00003123413,0.00001548684],"domain_scores_gemma":[0.9999574,0.00001149734,0.000008463093,0.000002214766,0.00001357521,0.00000678604],"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":[0.00007064706,0.0000538649,0.001057246,0.0001562088,0.000006482366,0.00007195626,0.00008202231,0.0004480784,0.9908521,0.00007377092,0.00008965517,0.007037975],"study_design_scores_gemma":[0.000007480553,0.000835043,0.01420983,0.00003333816,0.00001402926,0.0001092838,0.0002410018,0.0009812833,0.9805804,0.00005147537,0.002927212,0.000009496892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971017,0.0005102339,0.0004432625,0.00003008685,0.00000696794,0.00001822755,0.0001160619,0.000005703078,0.001767594],"genre_scores_gemma":[0.9882045,0.001908902,0.001472189,0.00002931679,0.000004482222,0.00002983414,0.0001684555,0.000004718313,0.008177624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001435443,"threshold_uncertainty_score":0.004801989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007281116380881125,"score_gpt":0.2493274678891972,"score_spread":0.2420463515083161,"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."}}