{"id":"W2026962096","doi":"10.1002/vnl.20098","title":"Plasticization effect of lignin in some highly filled vinyl formulations","year":2007,"lang":"en","type":"article","venue":"Journal of Vinyl and Additive Technology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Plasticizer; Vinyl acetate; Copolymer; Lignin; Phthalate; Materials science; Vinyl chloride; Vinyl polymer; Diethylene glycol; Polymer; Polymer chemistry; Chemistry; Organic chemistry; 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":[0.0001679088,0.00009244244,0.0002430959,0.0003842253,0.00001726993,0.000003574186,0.00007446427,0.0001712015,0.000006662824],"category_scores_gemma":[0.000110683,0.00007673113,0.00003720862,0.0002418437,0.00005870975,0.0001055667,0.00001876545,0.0002263273,0.000001182222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004067179,"about_ca_system_score_gemma":0.00001024456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.116944e-7,"about_ca_topic_score_gemma":0.000002800073,"domain_scores_codex":[0.9993793,0.00000685083,0.000338472,0.00005659303,0.0000801549,0.00013863],"domain_scores_gemma":[0.999522,0.0002188486,0.0001141306,0.00005333621,0.00005660151,0.00003507501],"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":[0.00007914176,0.0001062599,0.01176536,0.0002070062,0.000170514,0.0001229445,0.0002155825,0.0004288827,0.962603,0.003424438,0.004619478,0.01625734],"study_design_scores_gemma":[0.0009469702,0.0004084069,0.002491057,0.0001396711,0.00002181272,0.00005992044,0.00008037255,0.0002806756,0.9940652,0.001110049,0.0003171508,0.00007870202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979326,0.0003794346,0.0006898497,0.00005407644,0.000106882,0.00005414222,0.00001506508,0.00003914699,0.0007287805],"genre_scores_gemma":[0.9993522,0.0001252942,0.0004071304,0.000005779779,0.00008079348,0.000001600439,0.000003728358,0.000009654369,0.00001379942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03146216,"threshold_uncertainty_score":0.3129005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002333442983518706,"score_gpt":0.2072372368503076,"score_spread":0.2049037938667889,"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."}}