{"id":"W2244136871","doi":"10.4271/2008-01-0090","title":"Novel Design of Compact Silencer for Industrial Engines","year":2008,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Silencer; Computer science; Automotive engineering; Engineering; Mechanical engineering","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004180805,0.0009123398,0.001343671,0.0003639561,0.0002747343,0.00002331164,0.001449295,0.001321361,0.0002235678],"category_scores_gemma":[0.003870362,0.0008161339,0.0005598312,0.001082623,0.001288359,0.0004687137,0.0003028941,0.001569663,0.00003125192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415804,"about_ca_system_score_gemma":0.0001287093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001704988,"about_ca_topic_score_gemma":0.0003854833,"domain_scores_codex":[0.9956021,0.00004913163,0.001365483,0.001063409,0.0008292375,0.001090678],"domain_scores_gemma":[0.9960305,0.001654121,0.0003503917,0.001446905,0.0002239937,0.0002940601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005034285,0.0003975419,0.00004054868,0.0000585411,0.00007159262,0.00001474333,0.00002029449,0.0209964,0.9602671,0.01306018,0.003076065,0.001493603],"study_design_scores_gemma":[0.01389513,0.008882434,0.7975152,0.001819811,0.0005743747,0.0009874314,0.00053074,0.000113716,0.06933922,0.009833968,0.09032823,0.006179762],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8208353,0.003102997,0.03830853,0.0162881,0.003458629,0.01783552,0.001815047,0.06335096,0.03500489],"genre_scores_gemma":[0.9512964,0.0002306315,0.04703696,0.0002310223,0.000222439,0.0003987591,0.00004160278,0.000178883,0.0003632377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8909279,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051760330852494,"score_gpt":0.2682615022609742,"score_spread":0.2177438989524492,"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."}}