{"id":"W2605435650","doi":"","title":"Effect of Cross-sectional Strain Distribution On the Critical Buckling Strain of Energy Pipelines","year":2011,"lang":"en","type":"article","venue":"The Twenty-first International Offshore and Polar Engineering Conference","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Buckling; Strain (injury); Pipeline transport; Structural engineering; Forensic engineering; Materials science; Engineering; Mechanical engineering; Medicine","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":[0.0002807734,0.0002805237,0.0002082894,0.000507027,0.0002767918,0.0003897684,0.0002239724,0.0002942412,0.002518302],"category_scores_gemma":[0.001559414,0.0003221071,0.0001247027,0.0003127327,0.0003714573,0.000594387,0.0002217151,0.0002337383,0.0002909348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210873,"about_ca_system_score_gemma":0.0001577819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007107486,"about_ca_topic_score_gemma":0.0009537116,"domain_scores_codex":[0.9998788,0.00001734393,0.000007325149,0.00002593051,0.00002391103,0.0000467101],"domain_scores_gemma":[0.9988524,0.0005912929,0.0001361498,0.00009200427,0.000180406,0.0001477735],"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":[0.00312448,0.0003592148,0.02533416,0.0001079879,0.00006878399,0.0008606036,0.0001900122,0.146145,0.8014318,0.0008230645,0.0003900937,0.02116481],"study_design_scores_gemma":[0.00007337215,0.001855535,0.1330439,0.00003010917,0.00009977526,0.0005479497,0.0003493878,0.2836936,0.5789279,0.0004510554,0.0008584072,0.00006904064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975077,0.00007729413,0.001255076,0.00002173294,0.000005333896,0.000001652581,0.0000479879,0.00004670313,0.001036511],"genre_scores_gemma":[0.9996806,0.00002201952,0.00008254686,0.000004372171,0.000001228094,7.065605e-7,0.00002512785,0.000007684016,0.0001756975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002518302,"threshold_uncertainty_score":0.00842452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932485736302943,"score_gpt":0.2589305797694069,"score_spread":0.2396057224063775,"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."}}