{"id":"W2098088075","doi":"10.1109/sice.2008.4655236","title":"On the Hankel singular values for a parametric system","year":2008,"lang":"en","type":"article","venue":"","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Sigma; Polynomial; Combinatorics; Mathematics; Algorithm; Discrete mathematics; Mathematical analysis; 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":[0.000171622,0.00006528709,0.00007501306,0.00006918709,0.0002525528,0.00006130782,0.0003775126,0.00001931393,0.00000238692],"category_scores_gemma":[0.00008067793,0.00003764758,0.00006006746,0.0003330619,0.00002157848,0.00008883428,0.00005127867,0.00003361171,0.00005730707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002807744,"about_ca_system_score_gemma":0.00003275045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001851434,"about_ca_topic_score_gemma":3.729342e-7,"domain_scores_codex":[0.9994101,0.00003169665,0.0001051564,0.0001723517,0.000143717,0.0001370112],"domain_scores_gemma":[0.9991019,0.000553679,0.00003721712,0.0002388493,0.00003646982,0.0000319127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004424683,0.00003264302,0.00001574326,0.000009246069,0.000009796563,0.000004246072,0.000258311,0.0004940857,0.00003924813,0.9755056,0.008021194,0.01560547],"study_design_scores_gemma":[0.0002472049,0.0001549383,0.000782777,0.00001769915,0.000003121992,0.0000337241,0.00002550923,0.9665419,0.001845032,0.02891913,0.00130758,0.0001213613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.156642,0.00003457444,0.8394203,0.001025829,0.0002806168,0.000201628,3.863688e-7,0.0001801047,0.00221454],"genre_scores_gemma":[0.9850956,7.749229e-7,0.01365389,0.000515428,0.00006402803,0.00002213217,3.227344e-7,0.00000316249,0.000644664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9660478,"threshold_uncertainty_score":0.1942457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290543937245372,"score_gpt":0.2308421254666538,"score_spread":0.2017877317421166,"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."}}