{"id":"W2010923953","doi":"10.1016/j.jprocont.2007.07.004","title":"Stiction – definition, modelling, detection and quantification","year":2007,"lang":"en","type":"article","venue":"Journal of Process Control","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stiction; Static friction; Computer science; Control valves; Process (computing); Reliability engineering; Engineering; Control engineering; Materials science; Microelectromechanical systems; Nanotechnology","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":[0.0005091766,0.00007877785,0.0001474663,0.0001745479,0.00005761775,0.00003928094,0.00004026533,0.00007006351,0.000004281399],"category_scores_gemma":[0.00003841296,0.00007180978,0.00004152044,0.0001137401,0.00001209669,0.0002395117,8.611022e-7,0.0001528964,0.000004264889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004289831,"about_ca_system_score_gemma":0.00001000354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003617724,"about_ca_topic_score_gemma":0.00001462796,"domain_scores_codex":[0.9992317,0.00001566627,0.0004160458,0.00005970162,0.0001653395,0.0001115483],"domain_scores_gemma":[0.9994295,0.00004965879,0.000162865,0.00004796517,0.0002403635,0.00006962897],"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":[0.0008268778,0.00008593096,0.00113046,0.0003802457,0.0002854459,0.00001859224,0.001034156,0.6690941,0.2186845,0.0008227486,0.00008185482,0.1075551],"study_design_scores_gemma":[0.001991656,0.0001411025,0.001271821,0.00005101388,0.00007386388,0.0002516758,0.0003402739,0.982794,0.01048749,0.001097921,0.001364838,0.0001342691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2522603,0.0006237095,0.7461932,0.00002258776,0.0004708042,0.00007216437,8.413062e-7,0.00004925163,0.0003071205],"genre_scores_gemma":[0.9994895,0.00005843124,0.0001378367,0.00001915486,0.0002697869,0.000003767317,2.526457e-7,0.00001289192,0.00000832809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7472293,"threshold_uncertainty_score":0.2928318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437792566400148,"score_gpt":0.2283592973890488,"score_spread":0.2139813717250473,"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."}}