{"id":"W1606647288","doi":"10.4271/2003-01-3376","title":"Truck Aerodynamics Reborn - Lessons from the Past","year":2003,"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":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Max-Planck-Gesellschaft","keywords":"Aerodynamics; Truck; Aeronautics; Aerospace engineering; Engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00433366,0.000795191,0.0007447479,0.001179426,0.002026728,0.004642489,0.001510142,0.003762351,0.01149787],"category_scores_gemma":[0.003006709,0.0005161788,0.0006947268,0.001234754,0.004104694,0.006658708,0.002350974,0.006400348,0.005120478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004737016,"about_ca_system_score_gemma":0.002762201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235881,"about_ca_topic_score_gemma":0.0193885,"domain_scores_codex":[0.9988973,0.0001600774,0.0000899109,0.00020758,0.0005160734,0.0001290192],"domain_scores_gemma":[0.9975986,0.0004206806,0.00008333426,0.0002459573,0.001332669,0.0003187925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002577863,0.0002871103,0.002891962,0.001971503,0.00005373212,0.0003349503,0.001046804,0.004093289,0.002266907,0.09732749,0.2039985,0.6854699],"study_design_scores_gemma":[0.000008408095,0.0001006294,0.001544994,0.000540915,0.00001147866,0.0002308104,0.00110421,0.0007170814,0.0007380371,0.01614687,0.9788194,0.00003701464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02208453,0.592617,0.01025862,0.1830754,0.01962227,0.0000277368,0.0006978623,0.0005061144,0.1711103],"genre_scores_gemma":[0.2805833,0.5200852,0.01330585,0.02921696,0.0126013,0.00003453654,0.0007339088,0.0004818313,0.1429571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01235881,"threshold_uncertainty_score":0.03846413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328549532366329,"score_gpt":0.2521213606730843,"score_spread":0.238835865349421,"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."}}