{"id":"W4251248099","doi":"10.1007/978-0-387-92907-1_4","title":"Proposed FDII for Nonlinear Systems with Partial State Measurement","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in control and information sciences","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Unavailability; Laptop; Battery (electricity); Engineering; Instrumentation (computer programming); Electrical engineering; Control engineering; Fault (geology); State of charge; State (computer science); Electronics; Electronic engineering; Fault detection and isolation; Power (physics); Automotive engineering; Control theory (sociology); Computer science; Reliability engineering; Actuator; Control (management); Artificial intelligence; Physics","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":[0.0006239098,0.0002537852,0.0003693115,0.0002369268,0.000125044,0.0002851844,0.0001165595,0.0001556938,0.000004395183],"category_scores_gemma":[0.00005206355,0.0001741401,0.00004810113,0.00006899559,0.00008264383,0.0005944351,0.000004307699,0.0001758609,0.000007951498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008289476,"about_ca_system_score_gemma":0.00008034982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002313958,"about_ca_topic_score_gemma":0.0001267618,"domain_scores_codex":[0.9985868,0.00001215813,0.0004993159,0.0001512151,0.000513555,0.0002370085],"domain_scores_gemma":[0.9994325,0.00007496754,0.0001597768,0.000105443,0.0001659553,0.00006132932],"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":[0.0003228598,0.000008190065,0.00002188831,0.0005473287,0.0001305055,0.000001730992,0.0007533727,0.6097515,0.0001980189,0.002359792,0.0001125823,0.3857922],"study_design_scores_gemma":[0.00171291,0.0003738863,0.00001111738,0.0002361303,0.00002350681,0.00001066261,0.00001295076,0.7526197,0.00009384406,0.0004720922,0.2441378,0.0002954008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003158629,0.004628219,0.916191,0.0008277389,0.001767605,0.005200112,0.0002427661,0.0005028177,0.07032387],"genre_scores_gemma":[0.9983789,0.00011113,0.0003541147,0.0004082752,0.0002480231,0.00009611655,0.0000164009,0.00001822521,0.0003687968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.998063,"threshold_uncertainty_score":0.7101226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281937102018575,"score_gpt":0.2086106955762046,"score_spread":0.1957913245560189,"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."}}