{"id":"W4220810448","doi":"10.1002/pat.5664","title":"Polystyrene/polyolefin elastomer/halloysite nanotubes blend nanocomposites: Morphology‐thermal degradation kinetics relationship","year":2022,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Polyolefin; Thermal stability; Nanocomposite; Maleic anhydride; Fourier transform infrared spectroscopy; Elastomer; Polypropylene; Halloysite; Composite material; Activation energy; Thermogravimetry; Polystyrene; Chemical engineering; Polymer chemistry; Polymer; Copolymer; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002586099,0.0004158458,0.0004419718,0.000480368,0.001200464,0.0000898265,0.0009993145,0.0001781803,0.0002397862],"category_scores_gemma":[0.0001401034,0.0003997099,0.0001946566,0.0006407085,0.0004672564,0.0004278539,0.0005951821,0.0003291024,0.00004047801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044711,"about_ca_system_score_gemma":0.00006338616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007030932,"about_ca_topic_score_gemma":0.00001190523,"domain_scores_codex":[0.9973018,0.0001262473,0.0005870004,0.0007236119,0.0004081773,0.0008532281],"domain_scores_gemma":[0.9984592,0.0003603285,0.0003525869,0.0006965725,0.00006441417,0.00006692163],"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":[0.0003148204,0.0001334893,0.001343047,0.00003048297,0.00002499132,0.000005822248,0.0001540818,0.001422223,0.9657406,0.002574266,0.0001305701,0.02812555],"study_design_scores_gemma":[0.0009854228,0.0007580682,0.000328374,0.00002311758,0.00006279894,0.00005699811,0.001194707,0.0001690337,0.9853787,0.001182701,0.009328052,0.0005319652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777601,0.01355549,0.002150613,0.002279447,0.0008047716,0.0008431009,0.0003944949,0.001813315,0.0003986122],"genre_scores_gemma":[0.9833005,0.00007205542,0.01346054,0.0001787802,0.0000346765,0.001080567,0.0001263984,0.00007435125,0.0016721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02759359,"threshold_uncertainty_score":0.9998455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016529100323596,"score_gpt":0.2406441424040819,"score_spread":0.2241150420804859,"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."}}