{"id":"W2046024596","doi":"10.1088/1755-1315/22/1/012014","title":"Fatigue analyses of the prototype Francis runners based on site measurements and simulations","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Francis turbine; Stator; Strain gauge; Compensation (psychology); Rotor (electric); Power (physics); Transient (computer programming); Stress (linguistics); Vibration; Hydropower; Amplitude; Electrical load; Structural engineering; Engineering; Control theory (sociology); Computer science; Turbine; Acoustics; Mechanical engineering; Physics; Voltage; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001397944,0.00008452401,0.0000961391,0.00003133624,0.0001463897,0.00003227148,0.00009404548,0.00002149198,0.00004502838],"category_scores_gemma":[0.00002512527,0.0000583698,0.00001351081,0.000107831,0.0004339114,0.0001353433,0.00002136218,0.00004124303,0.000002738447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008418388,"about_ca_system_score_gemma":0.000009818295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002795245,"about_ca_topic_score_gemma":0.00003412626,"domain_scores_codex":[0.9993489,0.00002214136,0.0001152274,0.0001253319,0.0002633418,0.000125037],"domain_scores_gemma":[0.9997177,0.00002336566,0.00002947482,0.000156646,0.000005647777,0.00006719076],"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":[0.00001849151,0.00002593935,0.09066017,0.00009242134,0.00001310582,1.965875e-7,0.00136779,0.2673728,0.6243948,0.0001176704,0.00000548243,0.01593109],"study_design_scores_gemma":[0.0002166011,0.000123421,0.2320468,0.00006283401,0.000009500701,0.000001361555,0.0001481281,0.6301435,0.1366854,0.0000268181,0.0004029638,0.0001326724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964106,0.00002083016,0.0009520792,0.00003658813,0.00005566222,0.0001948716,0.00001259406,0.00001291001,0.002303834],"genre_scores_gemma":[0.9997736,0.000006656399,0.0001517077,0.00003012845,0.000006363739,0.000006517273,0.000001867013,0.000003610919,0.00001959669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4877095,"threshold_uncertainty_score":0.2380251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054343973177967,"score_gpt":0.240402999965015,"score_spread":0.1998595602332354,"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."}}