{"id":"W2280330614","doi":"10.4271/2009-01-0175","title":"Downstream Blockage Corrections of Automotive Cooling Fan Module Performance","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":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Automotive industry; Downstream (manufacturing); Automotive engineering; Automotive engine; Mechanical engineering; Computer science; Environmental science; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004517079,0.0006521063,0.0008438046,0.0003362489,0.0003398181,0.00007540161,0.0009256016,0.00067511,0.0002022342],"category_scores_gemma":[0.0002988812,0.000611082,0.0003814588,0.001120657,0.000746245,0.000381928,0.0002048478,0.001580051,0.00006706233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004057214,"about_ca_system_score_gemma":0.00007664759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002803459,"about_ca_topic_score_gemma":0.01850102,"domain_scores_codex":[0.9963682,0.00006376348,0.0009652445,0.0007586249,0.0008372033,0.001006932],"domain_scores_gemma":[0.9979106,0.0002178382,0.0001167764,0.001177961,0.0002155123,0.0003612971],"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":[0.0001208028,0.0003009927,0.0001749627,0.00005799993,0.00004968318,0.00001928684,0.00003356435,0.006940892,0.9785944,0.00514548,0.0006531586,0.007908815],"study_design_scores_gemma":[0.000483342,0.001277792,0.994488,0.0002063201,0.00004566067,0.00005662027,0.00006295816,0.0001894615,0.0005607047,0.000585261,0.001427933,0.000615932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322924,0.0002330464,0.00001757489,0.0006169063,0.000277234,0.0007104178,0.0001203155,0.002566282,0.0631658],"genre_scores_gemma":[0.9959269,0.0009797767,0.002079837,0.0002100767,0.00009829125,0.00009677377,0.00006466748,0.0001092952,0.000434364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9943131,"threshold_uncertainty_score":0.999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007746692517995409,"score_gpt":0.2340101654138699,"score_spread":0.2262634728958745,"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."}}