{"id":"W2155663940","doi":"10.1109/acc.2000.879509","title":"A necessary condition for consistency of noisy experimental closed-loop frequency-response data with SISO coprime factor models","year":2000,"lang":"en","type":"article","venue":"","topic":"Control Systems and Identification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coprime integers; Consistency (knowledge bases); Computation; Control theory (sociology); Singular value; Closed loop; Mathematics; Computer science; Loop (graph theory); Frequency response; Applied mathematics; Algorithm; Artificial intelligence; Control (management); Engineering; Control engineering","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":[0.009937347,0.001367013,0.002132433,0.001496423,0.001251808,0.002394077,0.002606544,0.003030616,0.003234026],"category_scores_gemma":[0.08830487,0.001377008,0.001479915,0.0009895411,0.004102009,0.004584042,0.003260408,0.003453806,0.001240651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011864,"about_ca_system_score_gemma":0.002994616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077583,"about_ca_topic_score_gemma":0.0006382655,"domain_scores_codex":[0.9869955,0.002752346,0.001144111,0.003041186,0.00530726,0.0007596381],"domain_scores_gemma":[0.9287347,0.04589969,0.005695983,0.01103377,0.007927056,0.0007088393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003176347,0.0006382492,0.01117201,0.001928467,0.0004984068,0.004176243,0.001543259,0.2774432,0.1762172,0.3982114,0.006906577,0.1180887],"study_design_scores_gemma":[0.0002084444,0.0004530149,0.003210146,0.0002253744,0.00006876473,0.001430831,0.00017794,0.7004863,0.1100159,0.1789714,0.004589194,0.000162694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01253053,0.00009303903,0.985189,0.0003449852,0.000069386,0.00007827719,0.000210666,0.0003449525,0.001139215],"genre_scores_gemma":[0.6246294,0.0002154917,0.371081,0.0004366446,0.0001815596,0.000531625,0.001131498,0.0005444901,0.001248238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009937347,"threshold_uncertainty_score":0.05255431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843748277075004,"score_gpt":0.257949764142185,"score_spread":0.2295122813714349,"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."}}