{"id":"W2195653281","doi":"10.1016/j.ifacol.2015.08.171","title":"Observer Design Using Potential Based Realizations","year":2015,"lang":"en","type":"article","venue":"IFAC-PapersOnLine","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissipative system; Convexity; Observer (physics); Mathematics; Lyapunov function; Dynamical systems theory; Nonlinear system; Van der Pol oscillator; Hamiltonian system; Homotopy; Metric (unit); Applied mathematics; Control theory (sociology); Mathematical analysis; Computer science; Physics; Pure mathematics; Control (management)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002262986,0.0001528652,0.000208036,0.00004589212,0.00005734131,0.00003983157,0.0001231476,0.000101566,0.00006985569],"category_scores_gemma":[0.00008622334,0.0001446252,0.00008488565,0.0001627786,0.00002852928,0.0001040835,0.00001432421,0.0001046734,0.00002948986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326743,"about_ca_system_score_gemma":0.00005416037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002112304,"about_ca_topic_score_gemma":0.000148206,"domain_scores_codex":[0.9990503,0.00006621124,0.0002385648,0.0001687492,0.0002217132,0.0002544143],"domain_scores_gemma":[0.9994274,0.00004638164,0.00002395211,0.0002158515,0.00008338093,0.0002030255],"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":[0.00002219838,0.00004430942,0.0004487876,0.00003158774,0.00002951712,0.000009715963,0.0001083427,0.9861938,0.01133843,0.00004641342,0.00001925593,0.001707673],"study_design_scores_gemma":[0.0007633938,0.00003093883,0.0007193785,0.00001996109,0.00002913255,0.00000494024,0.00006163862,0.9975519,0.00006954053,0.00007343307,0.0004967302,0.0001790174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.179423,0.000301615,0.8180299,0.0003426292,0.0005797804,0.0002933062,0.00006106282,0.0004417603,0.0005269918],"genre_scores_gemma":[0.7947546,0.000002507709,0.2046944,0.00006981837,0.0002501262,0.000008220922,0.00005805943,0.00003447037,0.0001277787],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6153316,"threshold_uncertainty_score":0.5897646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07569016766764362,"score_gpt":0.2401935281049402,"score_spread":0.1645033604372965,"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."}}