{"id":"W2059726747","doi":"10.1115/ipc2014-33651","title":"Investigation of the Influence of the Bourdon Effect on the Stress and Ovalization in Elbows","year":2014,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); University of Alberta","funders":"","keywords":"Ovality; Structural engineering; Elbow; Internal pressure; Stress (linguistics); Engineering; Materials science; Composite material; Surgery; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002412242,0.00004924519,0.00007678145,0.0000200542,0.00002975044,0.000006617693,0.0001189535,0.00004440427,0.000007071917],"category_scores_gemma":[0.0002583291,0.0000188762,0.00003415868,0.0002254069,0.0001151311,0.00003467029,0.0000189015,0.0001081037,2.787806e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001102442,"about_ca_system_score_gemma":0.000003052748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000456531,"about_ca_topic_score_gemma":0.0004847631,"domain_scores_codex":[0.9995449,0.0001348951,0.0001249818,0.00005071479,0.0001009479,0.00004358099],"domain_scores_gemma":[0.9995069,0.0002427217,0.00003339651,0.000187333,0.00002234857,0.000007300687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000005703276,0.000002806205,0.3116839,0.0002159992,0.00002336036,1.115966e-8,0.0007849447,0.6306502,0.04494046,0.01104874,0.00002894218,0.0006149103],"study_design_scores_gemma":[0.00005993571,0.00001684089,0.7104833,0.0001212287,0.0000140712,1.379111e-7,0.00003434881,0.05258534,0.234219,0.002428245,0.000009311191,0.00002826338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990498,0.00001230133,0.00003377139,0.0004520697,0.00003184278,0.0001134338,0.000001025311,0.000007823722,0.0002979537],"genre_scores_gemma":[0.9998952,0.000007031011,0.000007992533,0.00006549661,0.000006087325,0.000002739341,3.936972e-7,0.000002454154,0.00001265854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5780649,"threshold_uncertainty_score":0.0769749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005159221558580759,"score_gpt":0.1917680177269299,"score_spread":0.1866087961683492,"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."}}