{"id":"W4296588381","doi":"10.1007/978-3-662-04654-8","title":"Fundamentals of Computational Fluid Dynamics","year":2001,"lang":"en","type":"book","venue":"Scientific computation","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":239,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computational fluid dynamics; Fluid dynamics; Field (mathematics); Dynamics (music); Computer science; Aerospace engineering; Engineering; Mechanics; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004728939,0.00195885,0.001890335,0.001726874,0.0008188179,0.002364002,0.001949185,0.00134481,0.04113248],"category_scores_gemma":[0.00127016,0.0008401954,0.0006615908,0.001998069,0.001261319,0.002986971,0.001553151,0.003381011,0.04736345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806948,"about_ca_system_score_gemma":0.001726521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951349,"about_ca_topic_score_gemma":0.003093879,"domain_scores_codex":[0.9994509,0.00004535648,0.00002243943,0.00007391137,0.0003755205,0.00003192755],"domain_scores_gemma":[0.9995073,0.0001449685,0.00001863554,0.0001041367,0.000187717,0.00003732543],"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":[0.00002510613,0.00005469456,0.0001548613,0.000484576,0.00002118779,0.00007463203,0.0001659458,0.005674966,0.001805475,0.1727333,0.3936835,0.4251218],"study_design_scores_gemma":[0.000006689851,0.00001564349,0.0001957288,0.000184574,0.000008920494,0.0001663006,0.00002745542,0.00648636,0.0005922898,0.06191742,0.9303813,0.00001727761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006889053,0.06248233,0.3597755,0.002252248,0.007093515,0.000202823,0.0008472052,0.003635903,0.5630216],"genre_scores_gemma":[0.01279828,0.05673063,0.1548745,0.001264694,0.002838006,0.0004742404,0.001579858,0.001479326,0.7679605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04113248,"threshold_uncertainty_score":0.1376019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848020123304527,"score_gpt":0.2152011584496338,"score_spread":0.2067209572165885,"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."}}