{"id":"W4237769983","doi":"10.1115/pvp2007-26704","title":"Fitness-for-Service Evaluation of Thermal Hot Spots and Corrosion Damage in Cylindrical Pressure Components","year":2007,"lang":"en","type":"article","venue":"Volume 2: Computer Applications/Technology and Bolted Joints","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Russian Science Foundation; Canada Research Chairs","keywords":"Piping; Pressure vessel; Limit load; Structural engineering; Materials science; Internal pressure; Limit (mathematics); Mechanics; Finite element method; Thermal; Composite material; Physics; Mathematics; Engineering; Mechanical engineering; Thermodynamics; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001604259,0.0005138487,0.0003388526,0.001596427,0.0002725228,0.0004155558,0.0004436839,0.0005888422,0.001378156],"category_scores_gemma":[0.006626081,0.0001388467,0.0003044066,0.0003880236,0.0005346513,0.0005406066,0.0006444593,0.0002108334,0.000197104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006413247,"about_ca_system_score_gemma":0.0003489476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700301,"about_ca_topic_score_gemma":0.002944405,"domain_scores_codex":[0.9993129,0.0002295535,0.00003361014,0.00005805273,0.0003070278,0.00005899444],"domain_scores_gemma":[0.9972476,0.00113525,0.000434809,0.0001920852,0.0008445561,0.0001455545],"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":[0.001313491,0.0002531088,0.1289834,0.00024777,0.00008619419,0.0005246354,0.0007547034,0.4887826,0.07850887,0.007224126,0.0006744381,0.2926467],"study_design_scores_gemma":[0.00001348986,0.000856876,0.06350988,0.00001474397,0.00002814319,0.0002340117,0.0002351448,0.9016993,0.03060255,0.002287682,0.0004781787,0.00003994555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8629975,0.00008596278,0.1347837,0.00004799301,0.000006448697,0.00005208728,0.00005969809,0.0002012308,0.001765439],"genre_scores_gemma":[0.987646,0.00002148117,0.01175299,0.000003501184,0.000001958439,0.00001261703,0.00005927642,0.00001235365,0.000489809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001700301,"threshold_uncertainty_score":0.008484244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686879242338483,"score_gpt":0.2433570540627785,"score_spread":0.2264882616393937,"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."}}