{"id":"W4413291675","doi":"10.2316/j.2025.203-0595","title":"A REAL-TIME MONITORING SYSTEM FOR GEARvWEAR EVALUATION OF WIND TURBINE, 1-10.","year":2025,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Turbine; Environmental science; Marine engineering; Real-time computing; Automotive engineering; Electrical engineering; Computer science; Engineering; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009605488,0.0001065509,0.0002964653,0.000249035,0.00002139357,0.00005208754,0.0001816849,0.000074484,0.00001339476],"category_scores_gemma":[0.00005564562,0.0000919462,0.00009337426,0.00007394972,0.00001366702,0.0001225644,0.0000139585,0.00004450311,0.000001964972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794503,"about_ca_system_score_gemma":0.00006534118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052399,"about_ca_topic_score_gemma":7.596498e-7,"domain_scores_codex":[0.9985588,0.00006526771,0.0006769339,0.00007576015,0.0005238687,0.00009939358],"domain_scores_gemma":[0.998644,0.0001308967,0.0002184811,0.00008970215,0.0008694243,0.00004752909],"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":[0.0003564387,0.000123241,0.003141324,0.001854055,0.005692336,0.0000334452,0.003415657,0.8532607,0.08549558,0.01185219,0.01550025,0.01927476],"study_design_scores_gemma":[0.005548812,0.0002736575,0.004425879,0.008617018,0.000476284,0.0005490261,0.003764049,0.923529,0.01023723,0.0002159807,0.04188398,0.0004790537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8664458,0.006731064,0.0245084,0.00009819799,0.02288017,0.000308365,0.00005253523,0.000095113,0.07888035],"genre_scores_gemma":[0.9984416,0.00006706123,0.00009021502,0.0000015196,0.0004419357,0.000009619615,0.000003076146,0.00001350863,0.0009314207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319958,"threshold_uncertainty_score":0.3749457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125630789194661,"score_gpt":0.2621047562129546,"score_spread":0.250848448321008,"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."}}