{"id":"W3114352267","doi":"10.1002/cjce.24015","title":"Biodegradation of polyethylene terephthalate microplastics by bacterial communities from activated sludge","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aecom (Canada); Toronto Metropolitan University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Ryerson University","keywords":"Biodegradation; Polyethylene terephthalate; Microplastics; Bacillus cereus; Activated sludge; Chemistry; Environmental chemistry; Food science; Polyethylene; Pulp and paper industry; Waste management; Bacteria; Environmental science; Environmental engineering; Sewage treatment; Materials science; Biology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00006925281,0.00008896219,0.0001354811,0.00002100447,0.00003560871,0.00002429762,0.0002288244,0.00005699072,0.0006082924],"category_scores_gemma":[0.0001106784,0.00007059762,0.00003836266,0.00009464601,0.00008968327,0.00006465568,0.00002572326,0.0002255583,0.000008743221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012556,"about_ca_system_score_gemma":0.0000519739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006681772,"about_ca_topic_score_gemma":0.0002540956,"domain_scores_codex":[0.9994422,0.00001651941,0.0002384429,0.00004606528,0.0001098248,0.0001469403],"domain_scores_gemma":[0.9994188,0.000125335,0.0001258802,0.0000710173,0.00001334286,0.0002456397],"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":[0.0000199829,0.000003399562,0.0002838481,0.000003843606,0.00001938988,0.000002470362,0.000413201,0.00265487,0.9953318,0.000005596449,0.001119044,0.0001425063],"study_design_scores_gemma":[0.0002402062,0.00003604833,0.0004286767,0.00003383644,0.00002702649,0.00001552522,0.00002158546,0.006266968,0.990164,0.00001596947,0.002657796,0.00009229971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974167,0.0000434577,0.001745522,0.0003844494,0.0001577929,0.0000258249,0.0001930326,0.000003534512,0.00002965112],"genre_scores_gemma":[0.9993092,0.00000271121,0.0005182779,0.00004873061,0.00008147443,1.598016e-7,0.0000271622,0.000009579406,0.000002671799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006427676,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009546490038235123,"score_gpt":0.1629693131167544,"score_spread":0.1534228230785193,"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."}}