{"id":"W2031217347","doi":"10.1115/1.2716432","title":"Limit Loads of Pressure Components Using the Reference Two-Bar Structure","year":2006,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Bar (unit); Limit (mathematics); Equivalence (formal languages); Scaling; Component (thermodynamics); Simple (philosophy); Indeterminacy (philosophy); Mathematics; Structural engineering; Mathematical analysis; Geometry; Physics; Engineering; Pure mathematics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001675465,0.0002113107,0.0004338689,0.0002820704,0.00006483436,0.00002072798,0.0007099474,0.0003836491,0.00004907427],"category_scores_gemma":[0.00004177485,0.0001472587,0.0000860028,0.0003264111,0.0001094316,0.0001529634,0.00007807047,0.0009353083,0.000001179385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001663576,"about_ca_system_score_gemma":0.00003035969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002316366,"about_ca_topic_score_gemma":0.000007930218,"domain_scores_codex":[0.9987117,0.00004302007,0.0005627415,0.0001237965,0.0002935468,0.0002652175],"domain_scores_gemma":[0.9988686,0.00005604553,0.0004036044,0.0004008235,0.000235997,0.00003487923],"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":[0.0000378634,0.00006143142,0.001617023,0.0002157113,0.0004587459,0.0000333834,0.0001023299,0.3082101,0.6772709,0.007894984,0.002320127,0.001777366],"study_design_scores_gemma":[0.002385149,0.0004667783,0.003111791,0.0005770539,0.001542861,0.0008067301,0.0003066616,0.0874271,0.6480324,0.0318208,0.2227851,0.0007375929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595354,0.01761352,0.02048388,0.0004350755,0.001068473,0.0002298757,0.00006374049,0.0001621783,0.0004078269],"genre_scores_gemma":[0.9956095,0.00008849078,0.004034917,0.00001669011,0.0001832065,0.000001011066,0.000002813401,0.00003255262,0.00003086461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220783,"threshold_uncertainty_score":0.6005036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598859333992969,"score_gpt":0.2331766301107837,"score_spread":0.217188036770854,"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."}}