{"id":"W2095587821","doi":"10.1088/1755-1315/15/2/022005","title":"The role of high cycle fatigue (HCF) onset in Francis runner reliability","year":2012,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Context (archaeology); Range (aeronautics); Stress (linguistics); Diagram; Limit (mathematics); Computer science; Structural engineering; Engineering; Mathematics; Statistics; Physics; Power (physics); Thermodynamics; Mathematical analysis; Geography","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":[0.001740505,0.000433155,0.0006066346,0.0009415689,0.0003578999,0.000794504,0.0007777872,0.00147563,0.0009457398],"category_scores_gemma":[0.00684356,0.0002835474,0.0004585895,0.0003386991,0.001163539,0.001394615,0.0005381605,0.0006189311,0.0001184952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000798437,"about_ca_system_score_gemma":0.000444514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004140524,"about_ca_topic_score_gemma":0.003967238,"domain_scores_codex":[0.9992506,0.0002107122,0.00003087602,0.0001525702,0.0002337038,0.0001215479],"domain_scores_gemma":[0.9935906,0.00462485,0.0009167632,0.000236441,0.0005094312,0.0001218934],"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":[0.0002616528,0.00008337389,0.03469994,0.0002467297,0.00006324877,0.0009014949,0.0004380599,0.8749034,0.02734021,0.02683862,0.0005220657,0.03370123],"study_design_scores_gemma":[0.000009033955,0.0003941428,0.02116701,0.00004218916,0.00004227865,0.0005876924,0.0001330104,0.9535116,0.008252505,0.01520831,0.0005704544,0.00008182818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.821094,0.001992162,0.1698592,0.000407509,0.00002807969,0.0000304568,0.0001248613,0.0001607222,0.00630313],"genre_scores_gemma":[0.9980497,0.0001272543,0.001419264,0.00001173142,0.000005530057,0.000007050227,0.00001868984,0.000008750961,0.0003520561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004140524,"threshold_uncertainty_score":0.009204745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447380577388845,"score_gpt":0.2440770565520182,"score_spread":0.2196032507781298,"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."}}