{"id":"W6930319034","doi":"10.5281/zenodo.12059577","title":"fundamentals of computational fluid dynamics roache pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Compressibility; Compressible flow; Fluid dynamics; Computational model; Incompressible flow; Computational Science and Engineering","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":[0.001075253,0.001152607,0.00123138,0.001594649,0.0007542475,0.003070507,0.002130164,0.002108003,0.1989546],"category_scores_gemma":[0.003402223,0.0008291321,0.001209231,0.001329047,0.0008151231,0.00272958,0.002291929,0.002887083,0.1518516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026487,"about_ca_system_score_gemma":0.001232032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006955,"about_ca_topic_score_gemma":0.00172577,"domain_scores_codex":[0.9990723,0.00009103337,0.0000452583,0.0001197502,0.0006142652,0.00005734557],"domain_scores_gemma":[0.9986758,0.0003178594,0.00004845296,0.000210742,0.0006044455,0.0001426852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005470088,0.00004824372,0.0003622184,0.0006917659,0.00004562503,0.00009769478,0.00008190192,0.01612145,0.002782786,0.0921621,0.6012016,0.2863499],"study_design_scores_gemma":[0.00002162987,0.0000231445,0.0003790354,0.0002086799,0.00001077667,0.0001610935,0.00003128806,0.03194111,0.001788707,0.03917817,0.9262245,0.0000319676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001582708,0.0216611,0.4005303,0.006554847,0.007890978,0.0003051419,0.01074555,0.01438437,0.5363451],"genre_scores_gemma":[0.04326764,0.03544287,0.2268697,0.001758514,0.005790167,0.0007408187,0.01356723,0.007858381,0.6647047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8010454,"threshold_uncertainty_score":0.6655693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164764825763798,"score_gpt":0.2336628150918488,"score_spread":0.2020151668342108,"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."}}