{"id":"W4412990570","doi":"10.1038/s41598-025-13358-9","title":"Effect of operating conditions on the bursting performances of cross-grooved domed rupture disc","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":1,"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":"Bursting; Computer science; Anatomy; Mechanics; Medicine; Physics; Biology; Neuroscience","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":[0.003244283,0.0001311358,0.0002719082,0.0001051757,0.0006350988,0.0003870046,0.0002266304,0.00005720476,0.0004680639],"category_scores_gemma":[0.0008351292,0.00007439807,0.00008472356,0.0003915567,0.0007152065,0.0002307673,0.00009759016,0.00007956189,0.00001361303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002607531,"about_ca_system_score_gemma":0.0001270513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005805501,"about_ca_topic_score_gemma":0.000007282284,"domain_scores_codex":[0.9983433,0.0001267842,0.0005743806,0.0003269096,0.0003869757,0.0002416894],"domain_scores_gemma":[0.9985793,0.0002380378,0.0003875455,0.0005791272,0.0001743143,0.00004171559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001670441,0.00002921112,0.005741362,0.0001111304,0.000004567022,0.000008925044,0.0004211886,0.0001669773,0.992432,0.0003187429,0.0006592346,0.00008995273],"study_design_scores_gemma":[0.0001301846,0.00009578425,0.006679138,0.0002141111,0.00002813394,0.00001042691,0.00008766187,0.00003310461,0.9921757,0.0001916002,0.0002806105,0.00007351934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991688,0.00001807209,0.00001182342,0.00009182007,0.0063023,0.0004122095,0.00002761475,0.00003594016,0.001412195],"genre_scores_gemma":[0.9984563,4.436921e-7,0.0000574215,0.00001305328,0.00003300298,0.00003456801,0.00002357246,0.000005800176,0.001375836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006768277,"threshold_uncertainty_score":0.5124971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318588472368478,"score_gpt":0.3324636601323037,"score_spread":0.319277775408619,"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."}}