{"id":"W4402569097","doi":"10.23919/ccc63176.2024.10662509","title":"An Online Fault Diagnosis Method for MEMS Micromirrors","year":2024,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"National Natural Science Foundation of China","keywords":"Microelectromechanical systems; Fault (geology); Computer science; Remote sensing; Materials science; Geology; Optoelectronics; Seismology","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":[0.0002840258,0.0005853722,0.000684395,0.0006211302,0.000333018,0.0003755805,0.0007959851,0.0007699244,0.00112438],"category_scores_gemma":[0.0009376276,0.0002681764,0.0004828134,0.0001742767,0.0003497511,0.0008345819,0.0005366092,0.0006842317,0.0001828081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004700314,"about_ca_system_score_gemma":0.0006152886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037322,"about_ca_topic_score_gemma":0.001706908,"domain_scores_codex":[0.9994944,0.00005747621,0.00003175712,0.0001336743,0.0002422196,0.00004035334],"domain_scores_gemma":[0.999546,0.0001340664,0.00008085866,0.00007447208,0.0001460227,0.00001856945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003333262,0.000127787,0.001752736,0.0003613311,0.00007675808,0.0004865495,0.0003251231,0.1446328,0.2720612,0.01141973,0.001418597,0.5670041],"study_design_scores_gemma":[0.00002394925,0.0001546856,0.0006076134,0.00001245365,0.00001734839,0.0002939036,0.0000192401,0.9606794,0.03482811,0.00141764,0.00192207,0.00002363536],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0115782,0.0002072022,0.9868076,0.00004418511,0.00003733772,0.00003008462,0.00001565056,0.0008117547,0.0004679193],"genre_scores_gemma":[0.7499258,0.0002502042,0.2469795,0.00007800396,0.00004924497,0.0001010166,0.00006997306,0.00005308314,0.002493039],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002037322,"threshold_uncertainty_score":0.00405097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023104201421577,"score_gpt":0.30457158842938,"score_spread":0.281467387007803,"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."}}