{"id":"W2890064589","doi":"10.1177/096739111302100604","title":"Thermal Analysis of Highly Filled Composites of Polystyrene with Lignin","year":2013,"lang":"en","type":"article","venue":"Polymers and Polymer Composites","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; Université Laval","funders":"","keywords":"Dynamic mechanical analysis; Materials science; Thermogravimetric analysis; Polystyrene; Differential scanning calorimetry; Lignin; Composite material; Thermal stability; Dynamic modulus; Thermal analysis; Composite number; Polymer; Chemical engineering; Thermal; Organic chemistry; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001517298,0.0002188902,0.0001248713,0.0003293586,0.000161837,0.000117264,0.00008865949,0.0001393651,0.001043371],"category_scores_gemma":[0.0001512216,0.0001016365,0.0001806158,0.0002970143,0.0001162558,0.0001803754,0.00008958463,0.0002260256,0.000149853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122721,"about_ca_system_score_gemma":0.00008415478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005828478,"about_ca_topic_score_gemma":0.0008788661,"domain_scores_codex":[0.9999118,0.0000136753,0.000006271837,0.00001598612,0.00003674829,0.00001545634],"domain_scores_gemma":[0.9998938,0.0000309874,0.00002445554,0.000005491527,0.00002834659,0.00001695544],"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":[0.00001773604,0.000003550898,0.0001167162,0.000009042802,0.000001873434,0.000008841131,0.00001250405,0.00004574149,0.9995054,0.000008680601,0.000002340179,0.0002675128],"study_design_scores_gemma":[0.000001699904,0.0001201206,0.006785351,0.000003811664,0.00001143842,0.000048618,0.00002992986,0.0007919937,0.9919264,0.00001706633,0.0002591833,0.000004344115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957918,0.0003955272,0.002950817,0.000007541145,0.00000532973,0.000007781388,0.0001722741,0.00002342251,0.0006455],"genre_scores_gemma":[0.9963504,0.0002570328,0.002177258,0.00001230594,0.000003827141,0.0000137975,0.0002482536,0.00001274483,0.0009244003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001043371,"threshold_uncertainty_score":0.003490448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003164948511387877,"score_gpt":0.1687980980992358,"score_spread":0.1656331495878479,"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."}}