{"id":"W2588015369","doi":"10.1088/1757-899x/175/1/012001","title":"Rheological principles of development hetero-modulus and hetero-viscous complex materials with extreme dynamic strength","year":2017,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Advanced materials and composites","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Game Technology (Canada)","funders":"","keywords":"Materials science; Composite material; Rheology; Dynamic modulus; Viscoelasticity; Viscosity; Modulus; Elastic modulus; Dynamic mechanical analysis; Composite number; Nanoparticle; Nanotechnology; Polymer","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":[0.0002952736,0.0003241854,0.0005010068,0.00009791004,0.0003583693,0.0006986675,0.0004267445,0.00006675585,0.00006667172],"category_scores_gemma":[0.00004720288,0.0002614466,0.00001060829,0.0000566375,0.0006640001,0.000858051,0.0003260294,0.00005377495,0.000002043844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000388914,"about_ca_system_score_gemma":0.00005203423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001639713,"about_ca_topic_score_gemma":0.00001632064,"domain_scores_codex":[0.9984907,0.0000106529,0.0004041921,0.0003702552,0.0002597637,0.0004644446],"domain_scores_gemma":[0.9992206,0.00001498489,0.0001339638,0.0003831697,0.0001145331,0.0001327158],"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":[0.00003929202,0.000007455055,0.00005046122,0.0002711492,0.00001494908,0.000008530877,0.0002071797,0.0008350767,0.9957286,0.001663475,5.280704e-7,0.001173266],"study_design_scores_gemma":[0.0002617812,0.0001239359,0.03169156,0.000215246,0.0000100713,0.00006350098,0.00006507327,0.001471193,0.9654387,0.00007505975,0.0002126477,0.0003712827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972286,0.00006404966,0.001712224,0.0000282499,0.0004226776,0.0001881513,0.00004257951,0.0001519923,0.0001615395],"genre_scores_gemma":[0.9854159,0.0002065526,0.01424614,0.000004989291,0.00003053366,0.00003421022,0.000008876402,0.00002648823,0.00002626199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0316411,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993560428987604,"score_gpt":0.2255696211684605,"score_spread":0.1956340168785845,"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."}}