{"id":"W2053699542","doi":"10.1115/pvp2013-97035","title":"Outer Surface Prior to Inner Surface Double Autofrettage Technique for a Compound Cylinder","year":2013,"lang":"en","type":"article","venue":"","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Autofrettage; Residual stress; Cylinder; Materials science; Ultimate tensile strength; Compressive strength; Stress (linguistics); Composite material; Residual; Structural engineering; Mechanical engineering; Engineering; Mathematics","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":[0.0002005428,0.0001612271,0.0002395099,0.00004151464,0.00005289404,0.0001002238,0.0001425209,0.0001316775,0.001000552],"category_scores_gemma":[0.000009151277,0.0001315196,0.0001009858,0.0001885447,0.000005935804,0.0001732892,0.00003381721,0.00009852709,0.0003455818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004748952,"about_ca_system_score_gemma":0.000007385798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194736,"about_ca_topic_score_gemma":0.00004925379,"domain_scores_codex":[0.999073,0.00001170286,0.0002903241,0.0002155528,0.0001397099,0.0002697273],"domain_scores_gemma":[0.9993725,0.00007729492,0.00001977915,0.0002920014,0.0001111708,0.0001272865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002149038,0.0000500653,0.0002017869,0.00007355937,0.0001215324,0.000001336383,0.0001278625,0.5457801,0.4094176,0.005748375,0.03760099,0.0008552733],"study_design_scores_gemma":[0.0007473306,0.00005894056,0.0002323497,0.00001860213,0.00003545633,0.000001423286,0.00003012603,0.8063688,0.1424296,0.0009239426,0.04870326,0.0004501392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2085839,0.00001564842,0.7856789,0.0007540958,0.0000907277,0.001278694,0.000004413044,0.0003128957,0.003280693],"genre_scores_gemma":[0.9084128,0.000001167634,0.08729442,0.0002691862,0.0000413547,0.0000814424,0.00001600125,0.0000356501,0.003848039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6998288,"threshold_uncertainty_score":0.9999127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831802128185355,"score_gpt":0.2506088152880459,"score_spread":0.2322907940061923,"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."}}