{"id":"W1980447818","doi":"10.1109/holm.2010.5619475","title":"3D Finite Element Analysis of the Glass Encapsulated Magnetic Reed Switches under Pyroshock Environment","year":2010,"lang":"en","type":"article","venue":"","topic":"Electromagnetic Launch and Propulsion Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"COM DEV International","funders":"","keywords":"Printed circuit board; Finite element method; Modal analysis; Shock (circulatory); Solver; Electrical engineering; Engineering; Computer science; Electronic engineering; Structural engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001045472,0.0001460399,0.0002170081,0.0001567065,0.00003915712,0.000009266155,0.0002871132,0.000149312,0.003658003],"category_scores_gemma":[0.00001647292,0.00009728451,0.000114424,0.0005455952,0.00008140605,0.00002026349,0.00006974328,0.0002704409,0.00002905243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002658316,"about_ca_system_score_gemma":0.00000978658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004859514,"about_ca_topic_score_gemma":0.0003176424,"domain_scores_codex":[0.9990642,0.00001473353,0.0002975868,0.0001696365,0.0001892847,0.0002645527],"domain_scores_gemma":[0.9992591,0.00004695482,0.000042018,0.0005897507,0.00001478382,0.00004738458],"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":[0.000005413784,0.0000516428,0.003383516,0.00001120801,0.0003886653,7.313549e-7,0.00005304704,0.02644252,0.9538677,0.001072101,0.0003040066,0.0144194],"study_design_scores_gemma":[0.0006763786,0.0003806938,0.1003261,0.000006489419,0.001014917,0.000003342685,0.00006583354,0.3424238,0.5442722,0.002496957,0.007915528,0.0004177683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992008,0.0002573518,0.00341708,0.0004482928,0.0001415715,0.0001979263,0.000008359127,0.0001810577,0.003340306],"genre_scores_gemma":[0.9970134,0.00009217031,0.001624731,0.00006830473,0.00001333623,0.00001790944,0.000009136609,0.00001591354,0.001145138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4095955,"threshold_uncertainty_score":0.9972528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003391131777461685,"score_gpt":0.1664872569923881,"score_spread":0.1630961252149264,"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."}}