{"id":"W1580540930","doi":"10.4271/2009-01-1840","title":"Diesel EGR Cooler Fouling at Freeway Cruise","year":2009,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ford Motor Company","keywords":"Environmental science; Cruise; Fouling; Diesel fuel; Automotive engineering; Engineering; Chemistry; Aerospace engineering","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":[0.0006770856,0.001032055,0.00110307,0.0003264645,0.0005651537,0.0001914522,0.001518501,0.001137818,0.0006786276],"category_scores_gemma":[0.0004169814,0.0009395184,0.0005998391,0.0010099,0.000879983,0.0004570666,0.000561019,0.002111031,0.0004345042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009254345,"about_ca_system_score_gemma":0.00006879868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002222046,"about_ca_topic_score_gemma":0.05603608,"domain_scores_codex":[0.9943998,0.00009919499,0.001188308,0.001243804,0.00133379,0.001735134],"domain_scores_gemma":[0.9967616,0.0003826555,0.0001089046,0.001871413,0.0001572787,0.000718101],"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":[0.0002022978,0.0002252405,0.0001063668,0.00005316111,0.00005963511,0.0001146751,0.00002439114,0.001131859,0.9723533,0.01268454,0.00596047,0.007084057],"study_design_scores_gemma":[0.0008013203,0.0009778517,0.9587589,0.000184799,0.00005597049,0.00008327591,0.00003427588,0.00004797168,0.0001057846,0.003686311,0.03411059,0.001152966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7961053,0.001623634,0.00001983176,0.004632878,0.0005444186,0.001547617,0.0001873858,0.007136512,0.1882025],"genre_scores_gemma":[0.9921532,0.001587679,0.00283359,0.00114297,0.0002369254,0.0001892042,0.000108242,0.0002286096,0.001519584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9722475,"threshold_uncertainty_score":0.9993055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170131406709309,"score_gpt":0.2487017332213302,"score_spread":0.2370004191542371,"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."}}