{"id":"W2285878671","doi":"10.4271/2016-28-0136","title":"Numerical Study of In-Cylinder Flow Using Screw Threaded Intake Manifold in a Single Cylinder Diesel Engine","year":2016,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Cylinder; Diesel engine; Inlet manifold; Mechanics; Flow (mathematics); Position-sensing hydraulic cylinder; Materials science; Mechanical engineering; Engineering; Automotive engineering; Physics; Internal combustion engine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005501168,0.001059555,0.001682047,0.000789795,0.0001104112,0.0000332528,0.00139827,0.001123948,0.0002957917],"category_scores_gemma":[0.002237552,0.0008337124,0.0003453111,0.002041664,0.0005806835,0.0006317402,0.0007273346,0.001861234,0.0000377963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027831,"about_ca_system_score_gemma":0.00007135239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007224616,"about_ca_topic_score_gemma":0.01184301,"domain_scores_codex":[0.9938978,0.0001343412,0.00200483,0.001516939,0.00106285,0.00138326],"domain_scores_gemma":[0.9965073,0.000945656,0.0003282302,0.001809514,0.0001383299,0.0002709284],"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":[0.0004555284,0.002205874,0.001205423,0.00007055666,0.00006298479,0.0001415663,0.00007579149,0.01224326,0.9728311,0.003717668,0.00003905765,0.006951149],"study_design_scores_gemma":[0.005629486,0.002483914,0.9786714,0.001232561,0.00009682137,0.0001061578,0.0007924234,0.0000584886,0.004619107,0.003771724,0.0008444451,0.001693511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882844,0.000300917,0.0004449644,0.001543054,0.0002093062,0.001689372,0.00003506969,0.003591887,0.003901028],"genre_scores_gemma":[0.9860364,0.00007812487,0.01298076,0.0001846717,0.00007964889,0.0003183533,0.000009433009,0.0002143557,0.00009822856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9774659,"threshold_uncertainty_score":0.9994113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708201770385498,"score_gpt":0.2632390584540754,"score_spread":0.2361570407502204,"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."}}