{"id":"W4414954999","doi":"10.1115/pvp2025-155015","title":"A Note on Ratcheting in High Temperature Applications","year":2025,"lang":"en","type":"article","venue":"","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Piping; Limit (mathematics); Yield (engineering); Limit load; Thermal; Pressure vessel; Plasticity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00211318,0.0005404372,0.0004061108,0.0005034762,0.0008730798,0.001695601,0.0011299,0.002280798,0.003661488],"category_scores_gemma":[0.00208201,0.0002667458,0.0005443432,0.000580876,0.001120594,0.00191172,0.0005585686,0.002769539,0.002732019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448054,"about_ca_system_score_gemma":0.0009156176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211509,"about_ca_topic_score_gemma":0.00256026,"domain_scores_codex":[0.998857,0.0003138587,0.0001049251,0.0001128914,0.0005226129,0.00008867231],"domain_scores_gemma":[0.9967908,0.002117155,0.0001473574,0.0002180944,0.0006380692,0.00008841693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004138387,0.0002279677,0.002329299,0.002523877,0.00005244987,0.006998303,0.000827094,0.01724271,0.07082459,0.2173678,0.2221822,0.4590099],"study_design_scores_gemma":[0.000008293364,0.0003685415,0.0007041719,0.0003031792,0.00001599259,0.001472734,0.0001511309,0.003047474,0.01310029,0.01601073,0.9647562,0.00006121044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0389503,0.1870748,0.2886006,0.06802734,0.06309978,0.0004247456,0.0004161116,0.002271848,0.3511346],"genre_scores_gemma":[0.2799525,0.1886608,0.1441463,0.02246025,0.0412356,0.0002381502,0.0002448899,0.001119138,0.3219424],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003661488,"threshold_uncertainty_score":0.01224887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003231313844559828,"score_gpt":0.21962685168642,"score_spread":0.2163955378418601,"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."}}