{"id":"W4404787534","doi":"10.1007/s10853-024-10471-4","title":"Poly(vinyl chloride) (PVC): an updated review of its properties, polymerization, modification, recycling, and applications","year":2024,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"George Brown College","funders":"","keywords":"Vinyl chloride; Materials science; Polyvinyl chloride; Polymerization; Polymer chemistry; Polymer; Polymer science; Chemical modification; Chemical engineering; Copolymer; 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":[0.003151185,0.0001524678,0.0003564276,0.0002949961,0.0002456189,0.0004305192,0.0009630616,0.00004586817,0.0003975064],"category_scores_gemma":[0.0001943725,0.0001083461,0.00003888159,0.001128479,0.0006212452,0.002402017,0.0001042492,0.00007601167,0.00003846713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004560698,"about_ca_system_score_gemma":0.0008753935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000294852,"about_ca_topic_score_gemma":0.000001024098,"domain_scores_codex":[0.9974118,0.0001079157,0.001033171,0.0003732228,0.0007773473,0.0002964677],"domain_scores_gemma":[0.9981852,0.0000267365,0.000601983,0.000369474,0.0005908521,0.0002257774],"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":[0.00001634873,0.0000346468,0.000008617052,0.0005654176,0.000002900319,0.000001913965,0.0002060019,0.000002616367,0.9943891,0.001834877,0.0001347905,0.002802811],"study_design_scores_gemma":[0.00007191063,0.0001053196,0.0001785909,0.001679519,0.00003406127,0.000144506,0.00004588933,0.0001027093,0.993317,0.0002134442,0.003973136,0.0001338852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877442,0.1045132,0.003316147,0.001843753,0.001722328,0.0004648037,0.00007984064,0.00006717607,0.000248551],"genre_scores_gemma":[0.9853576,0.01273362,0.0009943063,0.0003878869,0.0003471092,0.00001865807,0.000006215358,0.00001439154,0.000140159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09761345,"threshold_uncertainty_score":0.4418227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355507471409439,"score_gpt":0.3052345815785926,"score_spread":0.2716795068644982,"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."}}