{"id":"W3124074688","doi":"10.13009/eucass2017-64","title":"A numerical analysis of aluminum droplet combustion driven instabilities in solid rocket motors","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"Centre National d’Etudes Spatiales","keywords":"Mechanics; Combustion; Oscillation (cell signaling); Instability; Solid-fuel rocket; Rocket (weapon); Amplitude; Materials science; Physics; Propellant; Chemistry; Aerospace engineering; Engineering; Optics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003361228,0.0003085392,0.0008546167,0.0008987382,0.0001720499,0.000228547,0.001268821,0.0003724734,0.0001746412],"category_scores_gemma":[0.00106521,0.0003305612,0.0003413353,0.0006906394,0.0001771674,0.0001401946,0.000746411,0.0007594918,0.00001556356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103038,"about_ca_system_score_gemma":0.0001525559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229542,"about_ca_topic_score_gemma":0.003455038,"domain_scores_codex":[0.9950153,0.002707879,0.0008091832,0.0005164082,0.0005825696,0.0003686164],"domain_scores_gemma":[0.9953727,0.0007589051,0.0003586675,0.002190057,0.001166696,0.0001529654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000128437,0.001868376,0.3116234,0.005272838,0.00428862,0.00004283565,0.09825893,0.1293916,0.01374496,0.001874053,0.003806434,0.4296995],"study_design_scores_gemma":[0.0007205863,0.000001089549,0.0506861,0.002648871,0.0002623902,0.000003150427,0.0005205912,0.8599082,0.08043069,0.0007810821,0.003240592,0.0007966402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673545,0.0006854406,0.01615558,0.0006378281,0.0002344609,0.000532774,0.0001392766,0.0001777854,0.01408235],"genre_scores_gemma":[0.9954113,0.0005220398,0.001946571,0.000003910476,0.00001584549,0.0001096829,0.0005008003,0.00004424257,0.001445661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7305166,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024563069121027,"score_gpt":0.2645853456595698,"score_spread":0.2443397149683595,"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."}}