{"id":"W4406454864","doi":"10.1016/j.measurement.2025.116773","title":"Experimental study on the detection of vibrations of an operating turbine runner with sensors on the casing","year":2025,"lang":"en","type":"article","venue":"Measurement","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Casing; Turbine; Vibration; Acoustics; Engineering; Structural engineering; Mechanical engineering; Marine engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005329134,0.00008220351,0.0001029272,0.00003466343,0.0001058848,0.00001570935,0.00006744367,0.00001483074,0.00001093111],"category_scores_gemma":[0.00002925503,0.00004168275,0.00001843117,0.0001176578,0.00001425171,0.00002340275,0.00000589914,0.00006502042,0.000001499359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007123949,"about_ca_system_score_gemma":0.00001175372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009298493,"about_ca_topic_score_gemma":0.00008464353,"domain_scores_codex":[0.9992309,0.0001186354,0.0001924007,0.0000739426,0.0003163147,0.00006778203],"domain_scores_gemma":[0.9996306,0.00005047565,0.00003307075,0.0002281954,0.00004633294,0.0000113003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001978083,0.0003176967,0.0003236962,0.0000335027,0.0001732448,7.242987e-7,0.01137565,0.2034723,0.7834202,0.000214446,0.00003368079,0.0006150934],"study_design_scores_gemma":[0.0002727052,0.0004948498,0.002532771,0.0002107729,0.00002057915,9.833471e-7,0.01990036,0.04882638,0.9276467,0.000002155449,0.00003002469,0.00006169766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934239,0.00003648179,0.002330489,0.00008168524,0.0001216377,0.0005343618,8.282099e-7,0.00002557791,0.003444997],"genre_scores_gemma":[0.9998572,1.788349e-7,0.0000215938,0.00002182718,0.00002029222,0.00005730255,2.638775e-7,0.000008584881,0.00001270206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1546459,"threshold_uncertainty_score":0.1699773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029789509118575,"score_gpt":0.2441348229959813,"score_spread":0.2038369279047955,"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."}}