{"id":"W4407270211","doi":"10.1038/s41598-025-89273-w","title":"Theoretical and experimental studies on the interior ballistic of large UAV ejection based on trifluoromethane phase transition","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Phase transition; Phase (matter); Computer science; Materials science; Aeronautics; Physics; Engineering; Condensed matter physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006529156,0.00008613148,0.0001188455,0.0001350713,0.000108032,0.00004714861,0.0000355269,0.00002471331,0.00003621699],"category_scores_gemma":[0.00008005171,0.00006320313,0.00004605274,0.0002000324,0.0001712016,0.00002605387,0.00001219934,0.00006777288,8.372311e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005311683,"about_ca_system_score_gemma":0.00001784313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.300557e-7,"about_ca_topic_score_gemma":0.000001612524,"domain_scores_codex":[0.9992334,0.00003006295,0.0002554008,0.0002058954,0.0001830319,0.00009219998],"domain_scores_gemma":[0.9995628,0.0001508917,0.00003340993,0.000178456,0.00005320515,0.00002122306],"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":[0.0002892223,0.0008999141,0.00004277718,0.0002674756,0.0002023156,0.0001219621,0.002104578,0.2158123,0.4621397,0.3129962,0.001905584,0.003217899],"study_design_scores_gemma":[0.0002917412,0.00009186711,0.0000467194,0.0001022906,0.00001544491,0.00000509105,0.0002433097,0.9506439,0.04092517,0.007514652,0.00005759793,0.00006221241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783363,0.00012942,0.01808962,0.0001639084,0.002555347,0.0001793369,0.00001145228,0.00003895079,0.000495633],"genre_scores_gemma":[0.9997473,0.000002409031,0.0001023595,0.00005043941,0.00001102942,0.00001527726,0.00002727104,0.00000619244,0.00003771723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7348316,"threshold_uncertainty_score":0.2577349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008301821073780415,"score_gpt":0.2845336577738236,"score_spread":0.2762318367000432,"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."}}