{"id":"W2336192609","doi":"10.1115/1.4033450","title":"Improvements in Article A-3000 of Appendix A for Calculation of Stress Intensity Factor in Section XI of the 2015 Edition of ASME Boiler and Pressure Vessel Code","year":2016,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Stress intensity factor; Boiler (water heating); Section (typography); Structural engineering; Engineering; Pressure vessel; Code of practice; Function (biology); Stress (linguistics); Weight function; Mechanical engineering; Mathematics; Fracture mechanics; Mathematical analysis; Computer science","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":[0.0002344464,0.00009591629,0.0003601581,0.0003014314,0.000009216339,0.00000197588,0.0001534414,0.0002541377,0.00000788041],"category_scores_gemma":[0.0001649852,0.00006499229,0.00005259745,0.000211962,0.00006885172,0.0001815778,0.00004146995,0.000199799,6.150286e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001890843,"about_ca_system_score_gemma":0.00002165609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002626962,"about_ca_topic_score_gemma":0.00005624436,"domain_scores_codex":[0.99902,0.00002810261,0.000585812,0.00008712419,0.0001580872,0.0001208976],"domain_scores_gemma":[0.9989738,0.00006515942,0.0005127402,0.0001702638,0.0002602805,0.00001775681],"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":[0.0001727025,0.000142109,0.0349527,0.0006477804,0.0001500522,7.164535e-7,0.000384412,0.004009521,0.9557303,0.0002527619,0.0003908299,0.003166107],"study_design_scores_gemma":[0.001452239,0.0002551532,0.05395219,0.0005475079,0.00008814549,0.000005823474,0.0001405988,0.007757081,0.9334053,0.001857592,0.0004661839,0.00007222377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865193,0.0006433338,0.01188113,0.0002299771,0.0003294451,0.0002603463,0.0001220388,0.000009616272,0.000004823361],"genre_scores_gemma":[0.9995602,0.00008161693,0.0003002424,0.000002600944,0.00003081189,0.000004813214,0.000001371759,0.00001144904,0.000006942239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232504,"threshold_uncertainty_score":0.2650309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00853665375668328,"score_gpt":0.2307075530065469,"score_spread":0.2221708992498636,"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."}}