{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"876235b5ae91","filters":{"venue":"Nonlinear functional analysis and applications"}},"results":[{"id":"W2942754341","doi":"","title":"INVERSE AND OPTIMAL OUTPUT FEEDBACK CONTROL PROBLEMS FOR INFINITE DIMENSIONAL DETERMINISTIC AND STOCHASTIC SYSTEMS WITH UNCERTAIN SEMIGROUP GENERATORS","year":2013,"lang":"en","type":"article","venue":"Nonlinear functional analysis and applications","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics; Semigroup; Feedback control; Control (management); Inverse; Optimal control; Stochastic control; Mathematical optimization; Control theory (sociology); Output feedback; Applied mathematics; Computer science; Mathematical analysis","authors":[{"name":"N. U. Ahmed","is_ca":true},{"name":"T. E. Govindan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01137147127216801,"gpt":0.1946515314173779,"spread":0.1832800601452099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567972,0.0006741298,0.0006414721,0.0004898674,0.0004039455,0.001106803,0.0005620265,0.001490368,0.001458881],"category_scores_gemma":[0.004194927,0.0002969885,0.0005924507,0.0002923835,0.002429395,0.001407832,0.001045818,0.0009719951,0.000103272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007777769,"about_ca_system_score_gemma":0.001012584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426232,"about_ca_topic_score_gemma":0.0007748573,"domain_scores_codex":[0.9992735,0.0002794026,0.00004238883,0.0001381531,0.0002050589,0.00006157518],"domain_scores_gemma":[0.9983222,0.001236817,0.0002081912,0.00003807242,0.0001378539,0.00005694645],"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":[0.000111929,0.00008589539,0.0006832342,0.0003586823,0.00005776045,0.0004037965,0.0004307789,0.4179972,0.008323938,0.5511584,0.001002068,0.01938621],"study_design_scores_gemma":[0.00003078424,0.00008260537,0.0003837677,0.00002964361,0.00001563598,0.0001398664,0.0001201926,0.7827854,0.002697326,0.2125748,0.001112572,0.00002756559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09375701,0.001157647,0.8953557,0.00131944,0.00009148574,0.00004191807,0.00007462976,0.0000476578,0.008154564],"genre_scores_gemma":[0.9434274,0.0008641839,0.04936714,0.000118156,0.0001602129,0.0001459986,0.00009760632,0.00002976467,0.005789462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001567972,"threshold_uncertainty_score":0.008292317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}