{"id":"W2581382810","doi":"10.1109/epeps.2016.7835413","title":"Passivity enforcement using incomplete complex frequency hopping","year":2016,"lang":"en","type":"article","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Passivity; Eigenvalues and eigenvectors; Computation; Hamiltonian matrix; Enforcement; Perturbation (astronomy); Hamiltonian (control theory); Computer science; Control theory (sociology); Symmetric matrix; Applied mathematics; Algorithm; Mathematical optimization; Mathematics; Physics; Engineering; Artificial intelligence; Quantum mechanics; Control (management); Electrical engineering; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008383469,0.0001293625,0.0001438551,0.00003775513,0.0001515275,0.00003138389,0.0001264353,0.00001395849,0.005024636],"category_scores_gemma":[0.000002100618,0.00008193082,0.00005673797,0.00007708537,0.00003982451,0.0001128301,0.00005961345,0.00004490434,0.0000963982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005478317,"about_ca_system_score_gemma":0.000037798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006903947,"about_ca_topic_score_gemma":0.000002847238,"domain_scores_codex":[0.9991216,0.00002812105,0.0001808508,0.0001970154,0.0001217852,0.0003506139],"domain_scores_gemma":[0.9995681,0.00004035783,0.00006512735,0.0002092151,0.00003093176,0.00008625897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004977246,0.00007083916,0.04982634,0.000005837292,0.00008348393,8.606423e-7,0.0001358738,0.000009112225,0.5621873,0.3582045,0.001140319,0.02833052],"study_design_scores_gemma":[0.01267991,0.001612359,0.1080267,0.0006077184,0.0003397129,0.00001890538,0.001257154,0.01595689,0.132664,0.6163855,0.1052556,0.005195579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6692497,0.000007601921,0.1211568,0.0004160971,0.00009731852,0.0001103765,0.00001317058,0.00006800028,0.208881],"genre_scores_gemma":[0.9941891,4.02936e-7,0.004397285,0.00009351457,0.0002779619,0.000007871863,0.000005820765,0.00001163529,0.001016398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4295233,"threshold_uncertainty_score":0.9958849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352583107342846,"score_gpt":0.2580578544939118,"score_spread":0.2227995437596272,"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."}}