{"id":"W2076251164","doi":"10.1016/j.jfranklin.2014.12.016","title":"Fault-tolerant filter design with quantized measurements","year":2015,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Quantization (signal processing); Residual; Filter (signal processing); Filter design; Actuator; Offset (computer science); Computer science; Fault detection and isolation; Mathematics; Algorithm","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":[0.0006714518,0.0001281838,0.000244746,0.00007133912,0.00005777215,0.00005171856,0.0002924869,0.00005589117,0.000009012285],"category_scores_gemma":[0.00006206442,0.00007026318,0.0001089538,0.0001558813,0.00003531444,0.0002443645,0.00001104475,0.0002468891,0.00002996533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009402014,"about_ca_system_score_gemma":0.00008258868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531981,"about_ca_topic_score_gemma":0.00002487007,"domain_scores_codex":[0.9988261,0.00008150557,0.0003725248,0.00005961997,0.000511438,0.0001487403],"domain_scores_gemma":[0.999351,0.00001544679,0.0001422861,0.0001897184,0.0001846204,0.0001169047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004648159,0.00004050014,0.0005179987,0.00002743598,0.0004232973,0.00003872192,0.0005833778,0.9757121,0.009483027,0.00002219941,0.01049363,0.002192903],"study_design_scores_gemma":[0.02337935,0.0008446208,0.001717737,0.001223574,0.000466978,0.002143117,0.0003878475,0.3449879,0.0379185,0.000380567,0.5856256,0.0009241987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4839314,0.002374394,0.4862862,0.0008488239,0.0201639,0.0009257594,0.000004700987,0.0001998449,0.005265018],"genre_scores_gemma":[0.9976547,0.000008207089,0.001681736,0.00009901415,0.0003188844,0.000007777133,1.139182e-7,0.00001857906,0.0002110148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6307241,"threshold_uncertainty_score":0.2865249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06866170785599467,"score_gpt":0.241172293310387,"score_spread":0.1725105854543923,"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."}}