{"id":"W2914122565","doi":"10.2495/safe-v9-n1-61-72","title":"Resistance to explosion assessment of an electric transformer building","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overpressure; Transformer; Casing; Shock wave; Electric arc; Amplitude; Engineering; Structural engineering; Mechanical engineering; Voltage; Electrical engineering; Physics","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":[0.0002255551,0.0001020014,0.0001876139,0.0002756233,0.000009523666,0.00001941944,0.0002066199,0.00004348722,0.00002772889],"category_scores_gemma":[0.0000318692,0.00009788106,0.00005537378,0.000120505,0.000004511144,0.000325477,0.00001138392,0.000199623,6.222499e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469991,"about_ca_system_score_gemma":0.00002138054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001869613,"about_ca_topic_score_gemma":0.000002356166,"domain_scores_codex":[0.9990898,0.00001054642,0.0003656628,0.00007479818,0.0003408274,0.0001183744],"domain_scores_gemma":[0.9995891,0.00008076132,0.00005546222,0.00006615893,0.0001225036,0.00008604887],"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":[0.0003216103,0.00001708764,0.0003971162,0.0001043878,0.0001635738,0.00002404668,0.0008347559,0.3457215,0.642019,0.004762378,0.0000103839,0.005624143],"study_design_scores_gemma":[0.002189371,0.0003813101,0.07033291,0.0008689338,0.00004218075,0.0003175719,0.0001476592,0.8216283,0.09429609,0.0008733485,0.008382997,0.000539311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699011,0.0002027118,0.02865655,0.00009327612,0.0007940997,0.00006494481,0.000007675369,0.0000216041,0.0002579778],"genre_scores_gemma":[0.9940703,0.000227568,0.00557803,0.00001265885,0.00007995577,6.670542e-7,0.000001370997,0.00001489543,0.00001458838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5477229,"threshold_uncertainty_score":0.3991474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003036804296020247,"score_gpt":0.2374874351108471,"score_spread":0.2344506308148268,"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."}}