{"id":"W3165899311","doi":"10.21203/rs.3.rs-567691/v1","title":"Bacteroidetal cold-active and promiscuous esterases play a significant role in global polyethylene terephthalate (PET) degradation","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Science; Bundesministerium für Bildung und Forschung; Joint Genome Institute; Compute Canada; Deutsche Forschungsgemeinschaft; U.S. Department of Energy","keywords":"Polyethylene terephthalate; Degradation (telecommunications); Materials science; Composite material; Computer science","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":[0.0003240695,0.0006682274,0.0003625356,0.0002252913,0.0003105693,0.001011108,0.0001588731,0.0006740626,0.002179826],"category_scores_gemma":[0.000257207,0.0002087597,0.0002704882,0.0003246141,0.0002926931,0.0008379634,0.0004985518,0.000583179,0.000748454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961191,"about_ca_system_score_gemma":0.0003182604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659713,"about_ca_topic_score_gemma":0.001029629,"domain_scores_codex":[0.9998403,0.00001602927,0.000006880715,0.00005106902,0.00003609789,0.00004955457],"domain_scores_gemma":[0.9999084,0.00001492338,0.00001669466,0.00001128883,0.00001708282,0.00003157608],"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":[0.0002982898,0.00002784664,0.002961022,0.00009589009,0.00001740692,0.0001836789,0.00006132999,0.0002689977,0.9856051,0.0009864545,0.0001977558,0.009296222],"study_design_scores_gemma":[0.0000244968,0.000231303,0.0622912,0.00001863978,0.00003978621,0.0008003088,0.0003937213,0.002768032,0.9222966,0.002114082,0.008995455,0.00002627412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756084,0.005050321,0.01305184,0.0004663326,0.00008313935,0.00002034524,0.00102847,0.0001585024,0.004532589],"genre_scores_gemma":[0.9893702,0.001299723,0.002478118,0.00003981968,0.00002036345,0.00000803087,0.0009282353,0.00002529226,0.005830084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179826,"threshold_uncertainty_score":0.007292271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183122481455542,"score_gpt":0.302451254512726,"score_spread":0.2806200296981706,"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."}}