{"id":"W2047506307","doi":"10.4271/2013-01-0802","title":"Design of an Actively Controlled Aerodynamic Wing to Increase High-Speed Vehicle Safety","year":2013,"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":"Ontario Tech University","funders":"Ontario Centres of Excellence","keywords":"Aerodynamics; Wing; Automotive engineering; Aeronautics; Computer science; Aerospace engineering; 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":[0.001168729,0.0008930786,0.001606558,0.0004146186,0.000313291,0.0001608917,0.001483045,0.000813276,0.0005514399],"category_scores_gemma":[0.0007897575,0.0007961011,0.000396128,0.00107759,0.0006804227,0.0008118608,0.0004648223,0.001393724,0.0002127499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667987,"about_ca_system_score_gemma":0.000119529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004498005,"about_ca_topic_score_gemma":0.03543121,"domain_scores_codex":[0.9946302,0.0003370206,0.001452827,0.001086426,0.001159909,0.001333621],"domain_scores_gemma":[0.9961638,0.0008883308,0.000161154,0.001616065,0.0002981274,0.0008725071],"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":[0.001416265,0.0003452245,0.00002739798,0.00005251983,0.0001263266,0.00002932209,0.0000313956,0.01598048,0.9725806,0.005123266,0.000305919,0.003981344],"study_design_scores_gemma":[0.003201056,0.001742658,0.9910357,0.0001502663,0.00007492607,0.00002482888,0.00008376228,0.0007294301,0.0001820174,0.001515577,0.0003310393,0.0009287366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837711,0.0001007274,0.0001028699,0.0009966139,0.0001646022,0.003219465,0.000109684,0.002079078,0.009455871],"genre_scores_gemma":[0.988087,0.0002086064,0.01012866,0.0004056672,0.00008787889,0.0004832308,0.00007537718,0.000248425,0.0002751694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910083,"threshold_uncertainty_score":0.999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0097893903370358,"score_gpt":0.2364449583790109,"score_spread":0.2266555680419751,"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."}}