{"id":"W3207364034","doi":"10.1016/j.scitotenv.2021.150903","title":"Co-pyrolysis of biomass and polyvinyl chloride under microwave irradiation: Distribution of chlorine","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Ministry of Science and Technology of the People's Republic of China","keywords":"Chlorine; Pyrolysis; Char; Lignin; Cellulose; Polyvinyl chloride; Chemistry; Biomass (ecology); Hemicellulose; Lignocellulosic biomass; Yield (engineering); Chloride; Chemical engineering; Pulp and paper industry; Waste management; Organic chemistry; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001793266,0.00007431002,0.0001157655,0.00001994016,0.00005285124,0.000006007715,0.000243324,0.00002460039,0.00005811526],"category_scores_gemma":[0.00003009615,0.00004849446,0.00004790326,0.0002873331,0.0008067714,0.00007270797,0.0001259024,0.00004259599,0.000002719477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006794326,"about_ca_system_score_gemma":0.0000228963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008738669,"about_ca_topic_score_gemma":1.33699e-7,"domain_scores_codex":[0.9992712,0.00001071697,0.0001805757,0.0001188623,0.0003022081,0.0001164734],"domain_scores_gemma":[0.999523,0.00003989861,0.00008424107,0.0003024685,0.00001622407,0.00003417714],"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":[0.000006820477,0.00001803674,0.0000255242,0.00003158601,0.00001808432,1.162332e-7,0.00007856119,0.002105685,0.9971648,0.0002413811,0.000008243458,0.0003011905],"study_design_scores_gemma":[0.0001129971,0.00001213912,0.01372342,0.00001344039,0.00002539103,0.000005077441,0.0001359082,0.0003966197,0.9852552,0.0002579235,0.00001073332,0.00005115464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987648,0.0003396872,0.0001451036,0.0004441153,0.00007279294,0.00005892215,0.00003248607,0.000006930323,0.0001351648],"genre_scores_gemma":[0.9997865,0.00007877365,0.00004385164,0.000003057871,0.000008721599,0.000001940788,0.000003528612,0.000004392309,0.00006922061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136979,"threshold_uncertainty_score":0.2972583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006686953860309167,"score_gpt":0.1871472931237229,"score_spread":0.1804603392634137,"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."}}