{"id":"W2014650185","doi":"10.5589/q04-006","title":"Current Capabilities and Future Trends in Computational Fluid Dynamics at the Institute for Aerospace Research","year":2004,"lang":"en","type":"article","venue":"Canadian aeronautics and space journal","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerospace; Current (fluid); Computational fluid dynamics; Aerospace engineering; Engineering; Systems engineering; Aeronautics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004374966,0.0001470073,0.0001436664,0.0003255703,0.0005184311,0.0001872492,0.0001092252,0.00007415137,0.00000762403],"category_scores_gemma":[0.00001814853,0.0001272759,0.00004107168,0.0002563534,0.0002033886,0.0001051403,0.0000338014,0.0004599701,9.026655e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413942,"about_ca_system_score_gemma":0.0002967897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455189,"about_ca_topic_score_gemma":0.5301423,"domain_scores_codex":[0.9990122,0.00002228479,0.000201594,0.0001529873,0.0002121888,0.0003987094],"domain_scores_gemma":[0.9993352,0.00008786937,0.00002147409,0.00008973329,0.0001316006,0.0003340975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000956706,0.00001169665,0.001066636,0.00003885572,0.00002520634,0.00001357017,0.0009236485,0.7445655,0.000009366885,0.2304618,0.001141979,0.02173209],"study_design_scores_gemma":[0.0008997881,0.00006348779,0.04133277,0.0000515305,0.00001144231,0.0001955512,0.0006527344,0.8979793,6.406288e-7,0.02779837,0.03078212,0.000232318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677692,0.004070468,0.003964055,0.02268742,0.0008355235,0.0001694522,0.000288555,0.0000136289,0.0002016766],"genre_scores_gemma":[0.9965034,0.001126368,0.001743445,0.00005668568,0.0002880099,0.000008899091,0.0001264484,0.00002568062,0.0001210706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286871,"threshold_uncertainty_score":0.5190162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586217119625301,"score_gpt":0.2668252380834037,"score_spread":0.2509630668871507,"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."}}