{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005304271,0.001195132,0.001018722,0.001505376,0.001106369,0.002931359,0.0006959457,0.001226555,0.1067901],"category_scores_gemma":[0.001214078,0.0003261984,0.0005366619,0.001140202,0.0006409208,0.001274786,0.001872956,0.001603563,0.07229527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009171881,"about_ca_system_score_gemma":0.001930117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020737,"about_ca_topic_score_gemma":0.0008133624,"domain_scores_codex":[0.9993061,0.00007715743,0.00006542948,0.0001990081,0.000276397,0.00007600404],"domain_scores_gemma":[0.9994893,0.00008513528,0.00006541932,0.00007027598,0.0002311993,0.00005872422],"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":[0.0009780414,0.0002098917,0.004538075,0.002083029,0.00009237758,0.002374706,0.0005815048,0.005886202,0.01113475,0.04269503,0.1532245,0.7762018],"study_design_scores_gemma":[0.00004373318,0.0002219051,0.00397904,0.0003744418,0.00004848441,0.004579216,0.0003374656,0.004132545,0.006378086,0.006239593,0.9736158,0.00004957032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08510625,0.1598286,0.04899248,0.02395456,0.01794052,0.0003646246,0.005066714,0.00567944,0.6530669],"genre_scores_gemma":[0.3993655,0.07622153,0.02075657,0.003627734,0.004165152,0.0003166611,0.005382561,0.001133322,0.489031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8932099,"threshold_uncertainty_score":0.3572486,"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."}}