{"id":"W2091485885","doi":"10.1002/pc.23265","title":"Synthesis, structure, and properties of high‐impact polystyrene/octavinyl polyhedral oligomeric silsesquioxane nanocomposites","year":2014,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Silsesquioxane; Materials science; Nanocomposite; Fourier transform infrared spectroscopy; Polystyrene; Ultimate tensile strength; Composite material; Thermal decomposition; Thermal stability; Izod impact strength test; Polymerization; Polymer; Chemical engineering; 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":[0.0001392143,0.0003996934,0.0006883846,0.0001399805,0.000184975,0.0001357077,0.000430155,0.0001102889,0.0003967177],"category_scores_gemma":[0.00007248793,0.0003035612,0.0001269527,0.0002081609,0.0004504173,0.0002533419,0.0001909693,0.0001197884,0.00002486465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002986836,"about_ca_system_score_gemma":0.00005005674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00175973,"about_ca_topic_score_gemma":0.000008085683,"domain_scores_codex":[0.9980331,0.0001369555,0.0004861715,0.0004930176,0.0003414136,0.0005093327],"domain_scores_gemma":[0.9986901,0.0002443028,0.0002490654,0.0005296351,0.0000737463,0.0002131033],"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":[0.0001123647,0.00007614822,0.01642591,0.000140469,0.0000469171,0.000002257115,0.0001588466,0.00001011416,0.9819072,0.0002284501,0.0000407926,0.0008504685],"study_design_scores_gemma":[0.0003369981,0.0001238235,0.008836825,0.0001262203,0.00009161251,0.0001083953,0.00003328714,0.00007006753,0.9897752,0.0001084455,0.00001192683,0.0003771756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916444,0.007523792,0.00001679601,0.0001305269,0.0001679304,0.0001345531,0.00008187433,0.0001198602,0.0001802201],"genre_scores_gemma":[0.9990655,0.00002600689,0.0004494574,0.0001078105,0.0001860939,0.00001527855,0.00001327066,0.00004077032,0.00009584731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007867962,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008297281237883274,"score_gpt":0.2122486657022344,"score_spread":0.2039513844643511,"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."}}