{"id":"W4382753143","doi":"10.1016/j.jpse.2023.100143","title":"Dent strain and stress analyses and implications concerning API RP 1183 - Part I: Background for dent geometry and strain analyses during contact and re-rounding","year":2023,"lang":"en","type":"article","venue":"Journal of Pipeline Science and Engineering","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Categorization; Rounding; Structural engineering; Engineering; Transverse plane; Finite element method; Computer science; Mechanical engineering; Artificial intelligence","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":[0.003618805,0.0007156358,0.0007956272,0.001555349,0.00201746,0.003550753,0.002242367,0.001886283,0.009727336],"category_scores_gemma":[0.008062895,0.0006914348,0.001071481,0.001417193,0.001248863,0.002239196,0.00160163,0.003024249,0.002616134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065676,"about_ca_system_score_gemma":0.002209337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067875,"about_ca_topic_score_gemma":0.01705748,"domain_scores_codex":[0.9948491,0.0003725471,0.000222301,0.0002371906,0.004134113,0.0001847116],"domain_scores_gemma":[0.9937878,0.001829215,0.0005418551,0.0008217724,0.002893359,0.0001259025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006937014,0.0005438236,0.02859517,0.001113678,0.00005027846,0.002536182,0.003153008,0.1472702,0.08998732,0.06100554,0.03540458,0.6296465],"study_design_scores_gemma":[0.00005796114,0.00261663,0.1705088,0.0009454117,0.0001203427,0.003663845,0.009737328,0.4038788,0.129851,0.04647154,0.2314686,0.0006796469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4382689,0.002798473,0.2679018,0.0120367,0.0009531587,0.0008723664,0.004150245,0.003786684,0.2692316],"genre_scores_gemma":[0.8008413,0.003014287,0.1463105,0.001197932,0.0003875746,0.000398227,0.003182975,0.001004592,0.04366259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067875,"threshold_uncertainty_score":0.03254116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08503940298202521,"score_gpt":0.3550565607153616,"score_spread":0.2700171577333364,"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."}}