{"id":"W7070158798","doi":"","title":"Parameter estimation based fault detection and isolation in electrohydraulic systems","year":2002,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Fault detection and isolation; Estimation theory; Control theory (sociology); Noise (video); Fault (geology)","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":[0.0002503672,0.0002693004,0.000256418,0.0002303266,0.000118535,0.0005606445,0.0002240057,0.0003226785,0.00217666],"category_scores_gemma":[0.001189962,0.0001968167,0.0001225594,0.0002161664,0.000258577,0.0005482864,0.0001619127,0.0005130402,0.0004379711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004200581,"about_ca_system_score_gemma":0.0004472116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00417517,"about_ca_topic_score_gemma":0.004283528,"domain_scores_codex":[0.9998358,0.00001922504,0.00000710687,0.00003410088,0.00008659881,0.00001702867],"domain_scores_gemma":[0.9997556,0.0001077397,0.00001456973,0.00001946642,0.00009351105,0.000009142936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005354994,0.0002299929,0.001325106,0.0005023198,0.00005971065,0.0002399207,0.0004033551,0.1163363,0.1776201,0.03268737,0.00989717,0.6601632],"study_design_scores_gemma":[0.0001168655,0.0005629921,0.007678753,0.0001998798,0.00005146666,0.0003249228,0.0002634705,0.6322383,0.2877187,0.02636302,0.04438912,0.00009251322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1102935,0.01673207,0.8506202,0.002893314,0.0007921105,0.0001563512,0.0001671776,0.001065406,0.01727997],"genre_scores_gemma":[0.8659689,0.0104107,0.07272611,0.0002815509,0.0003407621,0.0000660828,0.0002632424,0.00006778967,0.04987488],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00417517,"threshold_uncertainty_score":0.008301735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006665073043453726,"score_gpt":0.1768059513829311,"score_spread":0.1701408783394774,"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."}}