{"id":"W2506546274","doi":"10.1016/b978-075067603-8/50006-3","title":"Theory of Turbomachines","year":2004,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Turbomachinery; Visualization; Set (abstract data type); Boundary (topology); Computer science; Flow (mathematics); Turbulence; Applied mathematics; Mechanical engineering; Engineering; Mathematics; Artificial intelligence; Mechanics; Geometry; Mathematical analysis; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001143053,0.0003891975,0.0005312749,0.0001205143,0.0000394653,0.00001109386,0.0002102711,0.0002124938,0.00008184819],"category_scores_gemma":[0.000006348027,0.0003569157,0.0002326163,0.000008104279,0.0001317201,0.00001515787,0.0000843834,0.0003123655,0.00003853908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000830264,"about_ca_system_score_gemma":0.00002887118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.591256e-7,"about_ca_topic_score_gemma":0.00002116353,"domain_scores_codex":[0.9990571,0.000005369075,0.0003684024,0.0001982597,0.0001756869,0.0001952454],"domain_scores_gemma":[0.9994133,0.00004438737,0.00007297755,0.0003665531,0.00005499764,0.00004779565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003467142,0.000002831354,0.000001953925,0.0003065194,0.0002859012,0.00001141467,0.0001519053,0.0009505866,0.0001077811,0.4215804,0.00002207919,0.5765751],"study_design_scores_gemma":[0.0004026844,0.00006072976,0.00006976074,0.001053288,0.000240401,0.00001138502,0.000008869924,0.001671302,0.00005462579,0.7719247,0.2235103,0.0009918896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002056412,0.004810605,0.00005974642,0.000005915686,0.0004976279,0.0001860295,0.00009761062,0.0001549181,0.9939819],"genre_scores_gemma":[0.031463,0.0007494226,0.0003429057,0.00002750019,0.0001537955,0.00001105791,0.00002402475,0.0001696884,0.9670586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5755832,"threshold_uncertainty_score":0.9998883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006540879064076713,"score_gpt":0.1888065730308334,"score_spread":0.1822656939667567,"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."}}