{"id":"W4245227224","doi":"10.2172/878630","title":"May 2005 Working Group Meeting on Heavy Vehicle Aerodynamic Drag: Presentation, Summary of Comments and Conclusions","year":2005,"lang":"en","type":"report","venue":"","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Fiscal year; Working group; Government (linguistics); National laboratory; Aeronautics; Work (physics); Aerodynamics; Engineering; Operations research; Engineering management; Public relations; Political science; Business; Operations management; Finance; Aerospace engineering; Mechanical engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006222073,0.002065806,0.0008130686,0.001440671,0.002612108,0.0043189,0.002343848,0.005961704,0.03894761],"category_scores_gemma":[0.008233613,0.0004591068,0.001060831,0.001164653,0.0006149802,0.002349291,0.002383607,0.003036996,0.0257396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247636,"about_ca_system_score_gemma":0.007790603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009771835,"about_ca_topic_score_gemma":0.01262482,"domain_scores_codex":[0.9968892,0.0005686816,0.0002099077,0.0003877799,0.001464029,0.0004805514],"domain_scores_gemma":[0.9852174,0.0007609608,0.0004314692,0.0003769371,0.01132432,0.001888819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008580939,0.0000674807,0.0004669478,0.0001005874,0.000005547268,0.0001015965,0.0001604977,0.0001629776,0.0004625012,0.0003194679,0.9854136,0.01265307],"study_design_scores_gemma":[0.00001905379,0.00008274514,0.002044599,0.000253512,0.00001275414,0.00005123309,0.00123835,0.0001451826,0.0006934098,0.0003259726,0.9951071,0.00002619344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01940845,0.02054905,0.01266258,0.3062846,0.4026817,0.003312821,0.01200614,0.001016172,0.2220785],"genre_scores_gemma":[0.04693178,0.01853374,0.01111813,0.04848511,0.05773501,0.00295139,0.01161359,0.001012199,0.8016191],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03894761,"threshold_uncertainty_score":0.1302927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527058531364632,"score_gpt":0.2962844211522898,"score_spread":0.2710138358386434,"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."}}