{"id":"W2068047067","doi":"10.1002/pc.22323","title":"Production and characterization of UHMWPE/fumed silica nanocomposites","year":2012,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Iran National Science Foundation","keywords":"Fumed silica; Materials science; Nanocomposite; Differential scanning calorimetry; Composite material; Thermogravimetric analysis; Ultimate tensile strength; Thermal stability; Dynamic mechanical analysis; Polyethylene; Scanning electron microscope; Crystallization; Nanoparticle; Polymer; Chemical engineering; Nanotechnology","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":[0.000212012,0.0002102154,0.0003002817,0.0001227352,0.0001877277,0.00006282023,0.0001752247,0.00007001401,0.0001651746],"category_scores_gemma":[0.00001618047,0.0001759732,0.00005561174,0.000180709,0.0002053553,0.000668146,0.0001288679,0.00006800435,0.00005723955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015108,"about_ca_system_score_gemma":0.00001530666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008805472,"about_ca_topic_score_gemma":0.000001355162,"domain_scores_codex":[0.9986208,0.0001188064,0.0003687484,0.0002682871,0.0002264592,0.0003968703],"domain_scores_gemma":[0.9992561,0.00005968778,0.0002033918,0.0002735615,0.00006234772,0.0001449013],"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":[0.00007194329,0.0001444933,0.04306312,0.00006431233,0.00001555042,2.307547e-7,0.00081065,3.731535e-7,0.9538472,0.000402973,0.0000309971,0.001548111],"study_design_scores_gemma":[0.0001378174,0.00007352957,0.03219286,0.00006470924,0.00004577605,0.0000357508,0.00001985594,0.00003808184,0.9666958,0.00001192569,0.0004718478,0.0002120197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914523,0.0067706,0.00005909098,0.0004378016,0.0005324396,0.000245907,0.00002961573,0.0001083215,0.0003639536],"genre_scores_gemma":[0.9984121,0.00007089865,0.0005219353,0.0001133898,0.0002793711,0.00002871751,0.00003332206,0.00002554131,0.0005147334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284858,"threshold_uncertainty_score":0.7175979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277998670358837,"score_gpt":0.2181473112424883,"score_spread":0.2053673245388999,"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."}}