{"id":"W7099392347","doi":"","title":"Shabudin Mat Tholudin Mat Lazim","year":2006,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Wind tunnel; Computational fluid dynamics; Drag; Aerodynamic force; Aerodynamic drag; Angle of attack; Subsonic and transonic wind tunnel","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116599,0.0001248691,0.0001208889,0.00008661692,0.00004824503,0.00007200069,0.0001691096,0.00007543103,0.0002868321],"category_scores_gemma":[0.000003915628,0.0001144908,0.0000523313,0.0001781834,0.00003456801,0.00008124644,0.00005481359,0.0001473461,0.0005613444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007812036,"about_ca_system_score_gemma":0.000006988693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388451,"about_ca_topic_score_gemma":0.0005913865,"domain_scores_codex":[0.9991549,0.000008242869,0.0001618971,0.0001400275,0.0001911899,0.0003437744],"domain_scores_gemma":[0.9996647,0.00002264189,0.000006594447,0.0002221211,0.00002746992,0.00005645199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001384059,0.0001171054,0.008870132,0.0002093446,0.00008200906,0.0001067777,0.00008197106,0.199909,0.1643605,0.4717075,0.1455676,0.008974171],"study_design_scores_gemma":[0.0001751628,0.00000994159,0.01499689,0.000007097976,0.000003140296,0.000008020939,0.0000185526,0.9715231,0.0004452634,0.003299619,0.009300628,0.0002125802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.467961,0.0002387239,0.03027875,0.0002328147,0.000223322,0.0001524114,0.00002462523,0.0006490874,0.5002393],"genre_scores_gemma":[0.9806588,0.00006908427,0.003842694,0.00002270472,0.00009343582,0.00001298547,0.00003300453,0.00004659677,0.01522075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7716141,"threshold_uncertainty_score":0.7215134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00811369382676302,"score_gpt":0.2240053566533324,"score_spread":0.2158916628265694,"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."}}