{"id":"W4223459632","doi":"10.1016/j.scitotenv.2022.154986","title":"Physicochemical change and microparticle release from disposable gloves in the aqueous environment impacted by accelerated weathering","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Memorial University of Newfoundland; Fisheries and Oceans Canada; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; Environment and Climate Change Canada","keywords":"Weathering; Abrasion (mechanical); Leachate; Microparticle; Waste management; Environmental science; Chemistry; Environmental chemistry; Materials science; Chemical engineering; Composite material; 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":[0.0005397061,0.0001429011,0.0001611743,0.00002242796,0.0003789582,0.00002244321,0.000439009,0.00001768631,0.0002377325],"category_scores_gemma":[0.000009691818,0.00007747528,0.00005323041,0.000193608,0.0007381587,0.00009019566,0.0008916465,0.000248878,0.00001571826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733416,"about_ca_system_score_gemma":0.00001488179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000885595,"about_ca_topic_score_gemma":8.715971e-7,"domain_scores_codex":[0.9982622,0.0001328006,0.000221062,0.0003164189,0.0007158085,0.0003516953],"domain_scores_gemma":[0.9991628,0.00004154572,0.00009287664,0.0006117877,0.000001169025,0.00008982022],"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":[0.000119631,0.0005650664,0.0007518994,0.00001221262,0.00002056275,0.000007196784,0.003996875,0.002479558,0.983755,0.000014885,0.0001712204,0.008105907],"study_design_scores_gemma":[0.003274806,0.001353084,0.5291849,0.0001009932,0.0002760206,0.0001144738,0.02021486,0.02594492,0.4144112,0.0004474103,0.004059189,0.000618133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891897,0.0006054793,0.000002353376,0.009214467,0.0000370174,0.0007595452,0.00003756441,0.000006049869,0.0001478548],"genre_scores_gemma":[0.9988526,0.0001916527,0.00003525773,0.000494761,0.00002758975,0.0001003032,0.00000750155,0.00001192415,0.0002784009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5693438,"threshold_uncertainty_score":0.315935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670456878514678,"score_gpt":0.2380709310757598,"score_spread":0.211366362290613,"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."}}