{"id":"W4403259504","doi":"10.1016/j.ijheatmasstransfer.2024.126302","title":"Influence of boundary effect on supersonic flows and non-equilibrium condensation in a Laval nozzle for natural gas dehydration","year":2024,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Nozzle; Condensation; Supersonic speed; Materials science; Mechanics; Thermodynamics; Natural gas; Boundary (topology); Physics; Chemistry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004032556,0.00008521435,0.0001641894,0.0001805404,0.00001283509,0.0000526556,0.00006692678,0.00004620471,0.000004353298],"category_scores_gemma":[0.00005686671,0.00006626786,0.00006713247,0.00003406098,0.00003838275,0.0001728428,0.000005591046,0.000139221,2.100103e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003681611,"about_ca_system_score_gemma":0.00004731908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007776528,"about_ca_topic_score_gemma":0.00003507231,"domain_scores_codex":[0.9993212,0.00002987925,0.0002877069,0.0000885357,0.000195863,0.00007682661],"domain_scores_gemma":[0.999404,0.0004032854,0.00001813155,0.00003379802,0.0001131042,0.00002774887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002475865,0.0001384714,0.003270443,0.0008391102,0.0003748253,0.0001030949,0.00390239,0.0023498,0.9312847,0.0504887,0.00005327882,0.004719358],"study_design_scores_gemma":[0.01338761,0.005596259,0.02548934,0.004827356,0.0004458981,0.0008539988,0.0003826051,0.3751444,0.1272133,0.4452323,0.0007340884,0.0006927887],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955289,0.0003596035,0.002922384,0.0006329198,0.0003390382,0.0001585366,0.00001617228,0.000004379312,0.00003811598],"genre_scores_gemma":[0.9993699,0.00007375258,0.0004052516,0.00003350608,0.00007935833,0.00000419518,0.000003372385,0.00001015869,0.00002056008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8040713,"threshold_uncertainty_score":0.2702325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006884642823425836,"score_gpt":0.2710283447014792,"score_spread":0.2641437018780534,"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."}}