{"id":"W3016883800","doi":"10.1063/1.5143428","title":"Compressible flow in a Noble–Abel stiffened gas fluid","year":2020,"lang":"en","type":"preprint","venue":"Physics of Fluids","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compressibility; Equation of state; Compressible flow; Flow (mathematics); Isentropic process; Riemann problem; Riemann hypothesis; Perfect gas; Jump; Fluid dynamics; Mathematics; Applied mathematics; Physics; Mechanics; Mathematical analysis; Thermodynamics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006527161,0.0002755065,0.0004764327,0.0001108302,0.00001923495,0.00003809023,0.0003591964,0.0001458409,0.0000763408],"category_scores_gemma":[0.00003361827,0.0003230993,0.0001204728,0.0003209095,0.00003599942,0.0001068647,0.0002783513,0.0004338823,0.00004461139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006009801,"about_ca_system_score_gemma":0.00009207156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002327842,"about_ca_topic_score_gemma":0.000007348675,"domain_scores_codex":[0.9987872,0.00002040887,0.0004222909,0.0002860205,0.0002934425,0.000190658],"domain_scores_gemma":[0.9993086,0.00006371929,0.0000567612,0.0003519258,0.0001344127,0.00008459121],"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":[0.00003556811,0.0001717026,0.0002385793,0.002940641,0.0001124952,0.000006158104,0.001268788,0.9313303,0.03859628,0.003378132,0.005986853,0.01593454],"study_design_scores_gemma":[0.0005865554,0.00001953131,0.0003668881,0.0003492223,0.00002905488,6.388349e-7,0.00002178663,0.9064698,0.0612188,0.02912485,0.001422475,0.0003903617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3145066,0.01054679,0.6074103,0.001851193,0.005224343,0.002178475,0.001354008,0.003425407,0.05350287],"genre_scores_gemma":[0.9939684,0.0003925409,0.00503133,0.00007337589,0.0002067493,0.00006143725,0.0001609161,0.00005447162,0.00005082502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6794618,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911734753846359,"score_gpt":0.2503055833109674,"score_spread":0.2211882357725038,"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."}}