{"id":"W3105557933","doi":"10.11159/ffhmt20.178","title":"Modeling Combustion and Heat Transfer in a Single-Element GCH4/GOX Rocket Combustor","year":2020,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Combustor; Combustion; Rocket (weapon); Heat transfer; Aerospace engineering; Finite element method; Materials science; Mechanical engineering; Engineering; Mechanics; Structural engineering; Physics; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002019254,0.0002150626,0.0002780389,0.0001324702,0.00006068763,0.0001063026,0.0002875307,0.000104478,0.00008262327],"category_scores_gemma":[0.00001705465,0.0001718126,0.00006606156,0.0001464596,0.00004520616,0.0002296088,0.00003559499,0.0002963808,0.000003020083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005921454,"about_ca_system_score_gemma":0.00001827958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003347825,"about_ca_topic_score_gemma":0.00001224727,"domain_scores_codex":[0.9985925,0.00001209506,0.0003982753,0.0002816946,0.0004842401,0.00023122],"domain_scores_gemma":[0.9995921,0.00002187332,0.000003459443,0.00005541621,0.0002013859,0.0001257109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005793895,0.00006883844,0.001764477,0.0005780207,0.00008901156,0.000001448131,0.003033543,0.0037477,0.9788944,0.002186062,0.0002673327,0.008789847],"study_design_scores_gemma":[0.001258613,0.0001644046,0.00008682282,0.0003885637,0.00001766797,0.000004809147,0.0006442466,0.7363427,0.2602778,0.0002563208,0.0003397222,0.0002183226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888158,0.0001909852,0.003514964,0.003684694,0.0001801461,0.0004215404,0.00003511227,0.00005471571,0.003101974],"genre_scores_gemma":[0.9990825,0.0004868087,0.0001081378,0.0001392796,0.00007677526,0.00004099717,0.000007025905,0.00002567319,0.00003281573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.732595,"threshold_uncertainty_score":0.7006315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123383994153683,"score_gpt":0.2478323225472343,"score_spread":0.1965984826056975,"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."}}