{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"da9f038d1cb2","filters":{"venue":"Foundations and Trends® in Systems and Control"}},"results":[{"id":"W4293202069","doi":"10.1561/2600000027","title":"Adaptive Internal Models in Neuroscience","year":2022,"lang":"en","type":"article","venue":"Foundations and Trends® in Systems and Control","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Neuroscience; Computational neuroscience; Cognitive science; Psychology; Computer science","authors":[{"name":"Mireille E. Broucke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02807900556773028,"gpt":0.2550144430613092,"spread":0.2269354374935789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001766701,0.00006684052,0.0001127096,0.0001775285,0.0002212753,0.000171301,0.0001979499,0.00001154326,0.000004161225],"category_scores_gemma":[0.000001718365,0.00006204142,0.00001507719,0.0004844236,0.00003205255,0.000313482,0.0001216649,0.0001172535,4.114792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310213,"about_ca_system_score_gemma":0.00001256868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005643189,"about_ca_topic_score_gemma":0.0001653063,"domain_scores_codex":[0.9992323,0.00006878996,0.0001813182,0.0002709189,0.000106846,0.0001398498],"domain_scores_gemma":[0.9997066,0.00004593892,0.00005378577,0.0001400339,0.00001237373,0.00004125382],"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":[0.00001237792,0.0001012876,0.002819313,0.000003311183,0.000004050093,0.00001706263,0.000539111,0.05270345,0.00009097922,0.8371072,0.0001509737,0.1064509],"study_design_scores_gemma":[0.000544032,0.00005832959,0.01072482,0.00000665813,0.000001528239,0.00003172123,0.00009829031,0.9812615,2.27778e-7,0.003304838,0.003894167,0.00007390857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1168709,0.001861805,0.86952,0.004115074,0.0008440243,0.0006046707,0.00005726978,0.00008471825,0.006041553],"genre_scores_gemma":[0.9991413,0.00001347417,0.0001171745,0.0001391361,0.00002018162,0.0002323193,0.000001634406,0.000002671685,0.0003320537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9285581,"threshold_uncertainty_score":0.2529976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416985464","doi":"10.1561/2600000031","title":"Event-triggered Control Systems: Basics and Recent Advances","year":2025,"lang":"en","type":"article","venue":"Foundations and Trends® in Systems and Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Control (management); Control system; Key (lock); Process control; Troubleshooting","authors":[{"name":"Hao Yu","is_ca":false},{"name":"Tongwen Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008289347993091327,"gpt":0.2434622204136881,"spread":0.2351728724205968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004497815,0.0002486712,0.000604749,0.0003074732,0.0001851078,0.0003112534,0.00007620522,0.0001300665,0.000009545969],"category_scores_gemma":[0.00003874749,0.0002230066,0.00004413819,0.0003310286,0.00008143359,0.0002728139,0.00001346544,0.0001445047,0.000001921826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007925223,"about_ca_system_score_gemma":0.00002547091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002583343,"about_ca_topic_score_gemma":0.0003417656,"domain_scores_codex":[0.9984695,0.0001430888,0.0006274708,0.0003274231,0.0001379626,0.0002945144],"domain_scores_gemma":[0.999189,0.0003094142,0.00008321971,0.0002270906,0.00009085802,0.0001003692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004876501,0.0002342557,0.1019271,0.002697144,0.001343322,0.00002970265,0.00117751,0.04955184,0.0005501509,0.1396429,0.0008996484,0.7014588],"study_design_scores_gemma":[0.01466708,0.0001594047,0.03304895,0.0007641266,0.0002679194,0.00003491883,0.002758628,0.5545022,0.00000301793,0.0007798885,0.3923166,0.0006972753],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1264649,0.6998965,0.1357497,0.002473047,0.007161047,0.003905531,0.0006745474,0.0006665864,0.02300808],"genre_scores_gemma":[0.9969423,0.002040674,0.000009233833,0.00004606565,0.0001013522,0.0003880175,0.00001419524,0.00001516346,0.0004430121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8704774,"threshold_uncertainty_score":0.9093944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}