{"id":"W2117249263","doi":"10.2516/ogst/2009016","title":"IFP-C3D: an Unstructured Parallel Solver for Reactive Compressible Gas Flow with Spray","year":2009,"lang":"en","type":"article","venue":"Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solver; Computational science; Computer science; Finite volume method; Combustion chamber; Combustion; Mechanics; Mechanical engineering; Engineering; Physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001751605,0.000401869,0.0004602561,0.0006293662,0.0004329549,0.0000673346,0.0009942373,0.0004063813,0.000008198761],"category_scores_gemma":[0.0004438834,0.0003358391,0.00004712855,0.001413739,0.001523582,0.0006490768,0.0001859402,0.000476719,0.000002827659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177451,"about_ca_system_score_gemma":0.0001581435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008717248,"about_ca_topic_score_gemma":0.00002764987,"domain_scores_codex":[0.9977119,0.000008219376,0.0002983878,0.0008817172,0.0003111731,0.000788622],"domain_scores_gemma":[0.9984269,0.0001039819,0.000161443,0.0008146606,0.0003719084,0.00012113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001432293,0.0001230779,0.0001140503,0.00007629288,0.00004351427,0.00003538707,0.0003694796,0.1850264,0.5373304,0.08578678,0.0002569674,0.1906944],"study_design_scores_gemma":[0.001996349,0.001061487,0.0001062072,0.0003493616,0.00007922858,0.0002928819,0.004127977,0.1541501,0.7989078,0.02791707,0.009766813,0.001244758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341804,0.001101312,0.05141664,0.006667333,0.0002538255,0.0003435221,0.000034754,0.003833994,0.00216817],"genre_scores_gemma":[0.8015857,0.0004007924,0.1973974,0.0000663988,0.00005232653,0.00008968372,0.00001304128,0.0000319504,0.0003627932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2615774,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812681945434996,"score_gpt":0.2302030910540639,"score_spread":0.2220762715997139,"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."}}