{"id":"W2058404472","doi":"10.1115/omae2007-29493","title":"Local Buckling Assessments for the Medgaz Pipeline","year":2007,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buckling; Pipeline transport; Bending; Structural engineering; Submarine pipeline; Finite element method; Engineering; Pipeline (software); Buckle; Marine engineering; Geotechnical engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001335075,0.0005476338,0.0004862802,0.001589786,0.0007158195,0.0007543723,0.0007126497,0.000837977,0.001235541],"category_scores_gemma":[0.001899668,0.0003216459,0.0005110579,0.0007538914,0.0005973968,0.0009014467,0.0008676102,0.000698982,0.0003671213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772071,"about_ca_system_score_gemma":0.0007957231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148562,"about_ca_topic_score_gemma":0.03809606,"domain_scores_codex":[0.9991338,0.00005703608,0.00003699485,0.000120628,0.000571492,0.00008002564],"domain_scores_gemma":[0.9991345,0.0001724524,0.0001459188,0.00007223572,0.0004121266,0.00006282752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001897478,0.0005241302,0.1671801,0.0007390482,0.0001055283,0.002837453,0.002293922,0.321615,0.357637,0.002162295,0.003486647,0.1395214],"study_design_scores_gemma":[0.0001112773,0.004701628,0.4334992,0.000142693,0.00009851862,0.0009045351,0.00243852,0.2813566,0.2619037,0.0008734782,0.01374468,0.0002251115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891325,0.0001665045,0.005953875,0.000100333,0.00001051766,0.00008356508,0.0005015587,0.0003274711,0.003723698],"genre_scores_gemma":[0.9938895,0.0001916762,0.002814822,0.00002659837,0.000004656912,0.0000303927,0.0006108782,0.00002886216,0.002402713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148562,"threshold_uncertainty_score":0.02283758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179971659070102,"score_gpt":0.2968761357567059,"score_spread":0.2788789698496957,"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."}}