{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"fb90806fbe83","filters":{"venue":"Mathematics of Control Signals and Systems"}},"results":[{"id":"W2900363738","doi":"10.1007/s00498-018-0225-1","title":"Classical pole placement adaptive control revisited: linear-like convolution bounds and exponential stability","year":2018,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Exponential stability; Bounded function; Controller (irrigation); Mathematics; Convolution (computer science); Adaptive control; Convexity; Estimator; Noise (video); Adaptive estimator; Exponential function; Projection (relational algebra); Stability (learning theory); Applied mathematics; Mathematical optimization; Computer science; Nonlinear system; Mathematical analysis; Algorithm; Control (management)","authors":[{"name":"Daniel E. Miller","is_ca":true},{"name":"Mohamad T. Shahab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0211222238715285,"gpt":0.2275439112875527,"spread":0.2064216874160242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002694523,0.000998978,0.001034199,0.0008037442,0.0005956326,0.00281546,0.001561489,0.001820118,0.003096514],"category_scores_gemma":[0.008527325,0.0003583036,0.0005723332,0.001089274,0.002564553,0.003156491,0.001546381,0.002374226,0.0002486859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376787,"about_ca_system_score_gemma":0.0007086344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264052,"about_ca_topic_score_gemma":0.001351164,"domain_scores_codex":[0.9993748,0.0001948742,0.00003851684,0.0001478116,0.0001821824,0.00006193759],"domain_scores_gemma":[0.9973877,0.001633062,0.0002449107,0.0001891767,0.0004643877,0.00008075542],"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":[0.0001824213,0.00005435821,0.000345057,0.0003508129,0.00009468404,0.0001792606,0.0002056357,0.3483438,0.004207219,0.5931752,0.002132021,0.05072946],"study_design_scores_gemma":[0.00000601178,0.0000244915,0.0001032884,0.0000214825,0.00001229407,0.00002128225,0.00001412472,0.9351851,0.0006239176,0.06344241,0.0005362447,0.000009279457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02148968,0.003117047,0.9599681,0.001022823,0.000280975,0.00001602784,0.00002525636,0.00009146862,0.01398859],"genre_scores_gemma":[0.9542682,0.001990141,0.03773516,0.0003138116,0.0004103858,0.00004397835,0.00002828477,0.00004188183,0.005168176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003096514,"threshold_uncertainty_score":0.01425016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124164916","doi":"10.1007/s00498-007-0021-9","title":"Feedback invariance of SISO infinite-dimensional systems","year":2007,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Bounded function; Subspace topology; Invariant (physics); Hilbert space; Element (criminal law); Mathematics; Invariant subspace; Linear subspace; Generator (circuit theory); Pure mathematics; Infinitesimal; Discrete mathematics; Mathematical analysis; Control theory (sociology); Computer science; Control (management); Physics; Mathematical physics","authors":[{"name":"Kirsten Morris","is_ca":true},{"name":"Richard Rebarber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01613485514984167,"gpt":0.2174631005995956,"spread":0.201328245449754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003160209,0.0003961216,0.0004817114,0.0004427974,0.0003381507,0.00103883,0.0004508856,0.0003060347,0.002727966],"category_scores_gemma":[0.001627905,0.0001571285,0.0004211142,0.000253008,0.0008783328,0.0008583185,0.0007238094,0.0006362194,0.0002657119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881023,"about_ca_system_score_gemma":0.0003792858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014496,"about_ca_topic_score_gemma":0.0004921305,"domain_scores_codex":[0.9996799,0.00006052826,0.00001789683,0.00006054685,0.00012827,0.00005286286],"domain_scores_gemma":[0.9993811,0.0002455896,0.0001474917,0.00008545012,0.0001050976,0.00003526519],"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":[0.0003769538,0.0001894919,0.00119859,0.000202779,0.0000958843,0.0004962242,0.0005131511,0.1940606,0.06742833,0.6819679,0.002438207,0.05103189],"study_design_scores_gemma":[0.00004344961,0.0001915829,0.0021053,0.00002057433,0.00002204169,0.0001329648,0.00008176434,0.7175563,0.005862488,0.2713673,0.002582822,0.00003341646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4572139,0.0009164367,0.4809676,0.0007462357,0.0003240954,0.0000560159,0.0003148058,0.0006566999,0.05880423],"genre_scores_gemma":[0.9921331,0.0002330615,0.003306794,0.00005784406,0.00005167096,0.00002992014,0.00006592587,0.00002746308,0.004094161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002727966,"threshold_uncertainty_score":0.009125948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999037109","doi":"10.1007/pl00009877","title":"Risk-Sensitive and Robust Escape Control for Degenerate Diffusion Processes","year":2001,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Degenerate energy levels; Limit (mathematics); Differential game; Representation (politics); Stochastic differential equation; Mathematics; Diffusion; Noise (video); Mathematical optimization; Perfect information; Control (management); Robust control; Applied mathematics; Computer science; Mathematical economics; Control system; Mathematical analysis; Physics; Artificial intelligence","authors":[{"name":"Michelle Boué","is_ca":true},{"name":"Paul Dupuis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06319753022569594,"gpt":0.231753623818375,"spread":0.168556093592679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005595741,0.001980965,0.002704784,0.001696986,0.000854701,0.002663041,0.002036678,0.002682491,0.002769418],"category_scores_gemma":[0.02469844,0.001022115,0.001916666,0.0007722913,0.004744859,0.003747927,0.004496627,0.003592025,0.0002300608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329222,"about_ca_system_score_gemma":0.001726616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004333592,"about_ca_topic_score_gemma":0.00149361,"domain_scores_codex":[0.998109,0.0008203242,0.0001018387,0.0003634582,0.0003330321,0.0002723729],"domain_scores_gemma":[0.9893855,0.006463468,0.001731959,0.0005726729,0.001082509,0.0007638712],"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":[0.0002621265,0.00008702406,0.0006556158,0.0001679725,0.000149443,0.0001511364,0.0002588706,0.3128741,0.003542561,0.6704037,0.001226242,0.01022121],"study_design_scores_gemma":[0.00002840963,0.0000494992,0.0001806463,0.00001732144,0.0000220042,0.00002883784,0.00001922574,0.793558,0.0003375304,0.2054378,0.0002946052,0.00002611668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08806366,0.0008958292,0.9028206,0.00114829,0.0001186497,0.00005354577,0.0001186273,0.0001866334,0.006594158],"genre_scores_gemma":[0.9614568,0.0007743804,0.02606495,0.0002657372,0.0001530952,0.0001021655,0.0001706753,0.0001214246,0.01089067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005595741,"threshold_uncertainty_score":0.02959347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006578230","doi":"10.1007/s00498-006-0009-x","title":"Minimax games for stochastic systems subject to relative entropy uncertainty: applications to SDEs on Hilbert spaces","year":2006,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Girsanov theorem; Mathematics; Minimax; Hilbert space; Uniqueness; Measure (data warehouse); Applied mathematics; Martingale (probability theory); Entropy (arrow of time); Kullback–Leibler divergence; Probability measure; Stochastic differential equation; Mathematical optimization; Mathematical analysis; Computer science","authors":[{"name":"Naveed Ahmed","is_ca":true},{"name":"Charalambos D. Charalambous","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01587117599077177,"gpt":0.2405152458264458,"spread":0.224644069835674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005711058,0.002330287,0.00306741,0.001502876,0.0009374526,0.003808702,0.001968784,0.002860028,0.00319839],"category_scores_gemma":[0.01600102,0.001146066,0.001672493,0.00144437,0.005209244,0.005632212,0.004503537,0.00418004,0.0001435554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489662,"about_ca_system_score_gemma":0.00219317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002813124,"about_ca_topic_score_gemma":0.002198391,"domain_scores_codex":[0.998105,0.001016751,0.00009982895,0.0002963869,0.000321828,0.0001600599],"domain_scores_gemma":[0.9875696,0.01003509,0.0008558063,0.0002328211,0.0006132417,0.0006934474],"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":[0.0000651788,0.00006311517,0.0003140266,0.0001323981,0.00007938431,0.0001330359,0.0002181846,0.2112707,0.0008176802,0.781135,0.0007736083,0.00499759],"study_design_scores_gemma":[0.00002817031,0.00004021699,0.0001812316,0.00002064655,0.00001518278,0.00002655978,0.00005588765,0.6197413,0.0001243389,0.3793343,0.0004098959,0.0000221983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06936458,0.002352482,0.9149612,0.002382952,0.0002115462,0.00008942391,0.0001183885,0.00006623712,0.01045326],"genre_scores_gemma":[0.9223405,0.00395317,0.05437602,0.0005020704,0.0006325326,0.0004104002,0.0001726249,0.0001000891,0.01751262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005711058,"threshold_uncertainty_score":0.03020334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015918501","doi":"10.1007/s00498-020-00255-x","title":"Adaptive tracking with exponential stability and convolution bounds using vigilant estimation","year":2020,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Bounded function; Exponential stability; Controller (irrigation); Estimator; Mathematics; Adaptive control; Projection (relational algebra); Stability (learning theory); Noise (video); Adaptive estimator; Mathematical optimization; Convolution (computer science); Ideal (ethics); Computer science; Algorithm; Nonlinear system; Artificial intelligence; Law; Image (mathematics)","authors":[{"name":"Daniel E. Miller","is_ca":true},{"name":"Mohamad T. Shahab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04165461403374059,"gpt":0.216173552928238,"spread":0.1745189388944974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004229683,0.001168358,0.001656629,0.0009055979,0.0006142401,0.002172004,0.001785144,0.001726079,0.001287776],"category_scores_gemma":[0.01834519,0.0007106135,0.0009309961,0.0007818342,0.001663017,0.003613164,0.003454769,0.002231989,0.0002118318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356739,"about_ca_system_score_gemma":0.001201915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003721344,"about_ca_topic_score_gemma":0.002129967,"domain_scores_codex":[0.9987991,0.0003835933,0.00008731066,0.0003318071,0.0002675082,0.0001307404],"domain_scores_gemma":[0.9917874,0.005953065,0.0005922093,0.0004754889,0.001005088,0.0001867734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007191803,0.0001029758,0.001174555,0.000196483,0.0001732043,0.00009564575,0.0002652763,0.7986261,0.007531638,0.1265031,0.0009196569,0.06369224],"study_design_scores_gemma":[0.000006711076,0.000032578,0.00008091927,0.000007397794,0.000008269909,0.00001032227,0.000002265592,0.9910383,0.0005870892,0.00812267,0.00009647242,0.000007012512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01618792,0.0004007396,0.9817926,0.0001174457,0.00005032408,0.00001538089,0.00001523948,0.00009459705,0.001325726],"genre_scores_gemma":[0.9047628,0.0004165047,0.09142146,0.0001259223,0.00009414541,0.0000916392,0.00006803893,0.00006304911,0.002956488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004229683,"threshold_uncertainty_score":0.02236897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2189367130","doi":"10.1007/s00498-016-0179-0","title":"Locally convex topologies and control theory","year":2016,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Control and Dynamics of Mobile Robots","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Network topology; Affine transformation; Lipschitz continuity; Open set; Topology (electrical circuits); Differentiable function; State space; Control system; Analytic function; Control theory (sociology); Pure mathematics; Control (management); Computer science; Artificial intelligence; Combinatorics","authors":[{"name":"Saber Jafarpour","is_ca":true},{"name":"Andrew D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006364749765516193,"gpt":0.1885096045561818,"spread":0.1821448547906656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009052689,0.001115754,0.001142343,0.001659543,0.0008870401,0.002151088,0.001075489,0.001235528,0.005805319],"category_scores_gemma":[0.003915765,0.0003782128,0.0006060982,0.001258888,0.003140769,0.00383564,0.00176976,0.003127746,0.0007971871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146685,"about_ca_system_score_gemma":0.000513061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657859,"about_ca_topic_score_gemma":0.0007947826,"domain_scores_codex":[0.9993598,0.0002711414,0.00003093823,0.0001105073,0.0001768066,0.00005080796],"domain_scores_gemma":[0.9971674,0.001958432,0.0002159793,0.0001601277,0.0003341543,0.0001639066],"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":[0.00001193067,0.000009949786,0.00005779448,0.00006471632,0.000007665229,0.00004299183,0.00009159684,0.006878939,0.0003204092,0.9850047,0.001353178,0.006156087],"study_design_scores_gemma":[0.000006193116,0.00001343504,0.00009563547,0.00001287295,0.000003000914,0.00004296293,0.00004531441,0.01674883,0.0001237764,0.9788709,0.00403069,0.000006495432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05850813,0.01287761,0.8219081,0.008470169,0.0008970121,0.00006581342,0.0005679998,0.0003619117,0.09634333],"genre_scores_gemma":[0.8436353,0.01275509,0.09141254,0.001364127,0.001618195,0.0003204322,0.0009088357,0.0002383094,0.04774726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005805319,"threshold_uncertainty_score":0.01942068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012671466","doi":"10.1007/s00498-013-0115-5","title":"Pole placement adaptive control with persistent jumps in the plant parameters","year":2013,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; University of Waterloo","funders":"","keywords":"Control theory (sociology); Full state feedback; Integrator; Controller (irrigation); Nonlinear system; Computer science; Noise (video); Adaptive control; Set (abstract data type); Tracking (education); State (computer science); Mathematics; Control (management); Algorithm; Artificial intelligence; Bandwidth (computing)","authors":[{"name":"Daniel E. Miller","is_ca":true},{"name":"Julie Vale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01973085979951998,"gpt":0.1854423282989363,"spread":0.1657114684994164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003327134,0.0005371168,0.0005021344,0.0002223519,0.0002762609,0.0006459623,0.0007061865,0.0008699413,0.00172465],"category_scores_gemma":[0.0015903,0.0002925505,0.0002371197,0.0003065136,0.0005572458,0.0004028854,0.0005006295,0.0009905155,0.0002078173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333033,"about_ca_system_score_gemma":0.0002869006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654704,"about_ca_topic_score_gemma":0.001529927,"domain_scores_codex":[0.9998599,0.00003391369,0.000007527608,0.00003847421,0.0000397205,0.00002051593],"domain_scores_gemma":[0.9995856,0.0002510045,0.00006046462,0.00003494835,0.00005180556,0.000016268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005303232,0.0001205061,0.0004481423,0.0002117521,0.00005903145,0.0003337032,0.0001844322,0.8599535,0.02054256,0.02047472,0.001166547,0.09597483],"study_design_scores_gemma":[0.00003874157,0.0001400354,0.0002291977,0.00000713704,0.000008255103,0.00002999549,0.000008495344,0.9942514,0.001254395,0.003667756,0.0003575616,0.000007087762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07010292,0.0004090776,0.924032,0.0002160843,0.0001665529,0.00003269465,0.00002438658,0.0003071362,0.004709247],"genre_scores_gemma":[0.9822981,0.0001219631,0.01490897,0.00004861967,0.00003553369,0.00003039055,0.00001739259,0.00001343448,0.00252558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00172465,"threshold_uncertainty_score":0.005769551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029891775","doi":"10.1007/s00498-020-00258-8","title":"A weak maximum principle-based approach for input-to-state stability analysis of nonlinear parabolic PDEs with boundary disturbances","year":2020,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nonlinear system; Partial differential equation; Mathematics; Maximum principle; Boundary (topology); Parabolic partial differential equation; Boundary value problem; Stability (learning theory); Mathematical analysis; Applied mathematics; Mathematical optimization; Computer science; Physics; Optimal control","authors":[{"name":"Jun Zheng","is_ca":false},{"name":"Guchuan Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02661652582446499,"gpt":0.2379842896881385,"spread":0.2113677638636735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638879,0.00169142,0.001272402,0.001177182,0.0007339665,0.001315781,0.001609297,0.001163112,0.002587875],"category_scores_gemma":[0.002623516,0.0006030877,0.001779663,0.0006532939,0.001518322,0.001815768,0.003437668,0.002282529,0.0005473089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995641,"about_ca_system_score_gemma":0.0007097225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006347377,"about_ca_topic_score_gemma":0.0006083802,"domain_scores_codex":[0.9995211,0.0002047897,0.00002396495,0.00007829058,0.0001448513,0.0000269799],"domain_scores_gemma":[0.9993163,0.0003999974,0.00005902384,0.00003985329,0.0001455232,0.00003923715],"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":[0.0001488669,0.0001475141,0.0004942734,0.000652844,0.0002810491,0.0003103624,0.0002966097,0.4504292,0.02933773,0.4552819,0.002786897,0.0598329],"study_design_scores_gemma":[0.000004898157,0.00004023871,0.0000774574,0.00001445115,0.00001177907,0.00001962771,0.000009321043,0.9578315,0.0005824055,0.04060085,0.0007987883,0.000008738058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003642189,0.0003087728,0.9915881,0.0001517593,0.00006028169,0.00002844954,0.00002487068,0.00003686851,0.004158715],"genre_scores_gemma":[0.724812,0.002381865,0.2463381,0.000420072,0.0006055527,0.000794681,0.0002371925,0.0003255272,0.02408499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002587875,"threshold_uncertainty_score":0.00866729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901301200","doi":"10.1007/s00498-018-0228-y","title":"ISS with respect to boundary and in-domain disturbances for a coupled beam-string system","year":2018,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Boundary (topology); Stability (learning theory); A priori and a posteriori; Domain (mathematical analysis); Partial differential equation; Boundary value problem; String (physics); Mathematical analysis; Coupling (piping); Beam (structure); Control theory (sociology); Applied mathematics; Computer science; Physics; Control (management); Engineering","authors":[{"name":"Jun Zheng","is_ca":false},{"name":"Hugo Lhachemi","is_ca":true},{"name":"Guchuan Zhu","is_ca":true},{"name":"David Saussié","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231315443756037,"gpt":0.2229944052200239,"spread":0.2106812507824636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178724,0.0009932208,0.001157676,0.0008003954,0.0006634267,0.001724597,0.0008396012,0.002258413,0.003364895],"category_scores_gemma":[0.003011822,0.00042436,0.0006603361,0.0005806567,0.001771007,0.001173988,0.002243298,0.001243801,0.0002413517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004388,"about_ca_system_score_gemma":0.0009784708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008800409,"about_ca_topic_score_gemma":0.003576322,"domain_scores_codex":[0.9995536,0.0001386408,0.000028398,0.0001064957,0.0001097516,0.00006308434],"domain_scores_gemma":[0.9981297,0.000916098,0.0004449291,0.00007447352,0.0003404658,0.00009450704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002792814,0.00007111642,0.001760561,0.0002168307,0.0001185708,0.0005660168,0.0003102714,0.8948337,0.01085508,0.08390408,0.0009107278,0.006173695],"study_design_scores_gemma":[0.00001805745,0.00005365258,0.000467834,0.000008648193,0.00001521263,0.00003129539,0.00003809817,0.988281,0.0003000173,0.01061156,0.0001628755,0.00001171903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3106941,0.0007735164,0.6612443,0.00174847,0.0001428936,0.0000953953,0.000326041,0.0002639608,0.02471134],"genre_scores_gemma":[0.98625,0.0002887247,0.003307041,0.0001141033,0.00005316017,0.00008113366,0.0001263224,0.00003068575,0.009748834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008800409,"threshold_uncertainty_score":0.01749837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2173271661","doi":"10.1007/s00498-015-0149-y","title":"Local nested transverse feedback linearization","year":2015,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Submanifold; Transversal (combinatorics); Mathematics; Control theory (sociology); Equivalence (formal languages); Nonlinear system; Affine transformation; Linearization; Transverse plane; Set (abstract data type); Feedback linearization; Invariant (physics); State space; Topology (electrical circuits); Mathematical analysis; Pure mathematics; Computer science; Control (management); Physics; Combinatorics; Engineering","authors":[{"name":"Alireza Doosthoseini","is_ca":true},{"name":"Christopher Nielsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02578383686853477,"gpt":0.2162864954054495,"spread":0.1905026585369147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784446,0.0003977891,0.0003833554,0.0002237476,0.0003779615,0.000498803,0.0003856134,0.0002723942,0.004652543],"category_scores_gemma":[0.0003715563,0.0001678308,0.0003208034,0.0001351195,0.0006585173,0.0008397504,0.001798686,0.0005554497,0.0005130052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612355,"about_ca_system_score_gemma":0.0002862165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006430994,"about_ca_topic_score_gemma":0.0007211479,"domain_scores_codex":[0.9998943,0.00001963171,0.000003693691,0.00002674655,0.0000403435,0.00001533449],"domain_scores_gemma":[0.9998673,0.00002120073,0.00003004503,0.00002569694,0.00003428711,0.0000214516],"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":[0.0002386575,0.00008564462,0.0007040919,0.0001484348,0.00004352116,0.0004023532,0.0004425155,0.1578913,0.148703,0.6632909,0.002185985,0.02586356],"study_design_scores_gemma":[0.00002831588,0.0002107687,0.0005713583,0.00002359031,0.00001996838,0.0002068756,0.0001435166,0.8385087,0.02044714,0.1320998,0.007714643,0.00002526925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1331186,0.0002215557,0.8150627,0.0002406678,0.0001231396,0.00005244363,0.00008642932,0.0006767241,0.05041765],"genre_scores_gemma":[0.9500086,0.0001682698,0.02596468,0.00008975005,0.00004530471,0.00006848163,0.00007294707,0.00006758344,0.02351441],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004652543,"threshold_uncertainty_score":0.01556426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388564914","doi":"10.1007/s00498-023-00374-1","title":"The minimum principle of hybrid optimal control theory","year":2023,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Optimal control; Dimension (graph theory); Jump; Boundary (topology); State space; State (computer science); Control theory (sociology); Maximum principle; Work (physics); Variational principle; Space (punctuation); Applied mathematics; Calculus of variations; Boundary value problem; Control (management); Mathematical optimization; Mathematical analysis; Computer science; Algorithm; Pure mathematics; Physics","authors":[{"name":"Ali Pakniyat","is_ca":false},{"name":"Peter E. Caines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008814131984676394,"gpt":0.2155189452374423,"spread":0.2067048132527659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324624,0.0007690375,0.00142562,0.0007813195,0.0007178447,0.001856768,0.001350595,0.001249965,0.003198682],"category_scores_gemma":[0.002638444,0.0005772749,0.0008362795,0.0005536373,0.003100929,0.002443739,0.001700307,0.003693453,0.0007645772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009891,"about_ca_system_score_gemma":0.0007633385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008049284,"about_ca_topic_score_gemma":0.0004695871,"domain_scores_codex":[0.9993197,0.0002178069,0.00003135156,0.0001275422,0.0002527156,0.00005093701],"domain_scores_gemma":[0.999135,0.0005381171,0.00005080826,0.00008790147,0.0001503932,0.00003774849],"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":[0.00001199844,0.000004590434,0.00002125936,0.00003958562,0.00001039954,0.00000939463,0.00002919161,0.003500329,0.0006161701,0.9901558,0.0008605628,0.004740604],"study_design_scores_gemma":[0.00001429417,0.0000159015,0.00007879613,0.00001591901,0.000005539938,0.0000240201,0.000008314989,0.02112017,0.0003075203,0.972958,0.005443125,0.000008469144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007335422,0.002937577,0.9395037,0.002221923,0.0003600717,0.00002734096,0.0001320286,0.000119164,0.04736278],"genre_scores_gemma":[0.6831389,0.005974924,0.2723515,0.001527908,0.001883668,0.0005076567,0.0003228986,0.0003231103,0.03396947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003198682,"threshold_uncertainty_score":0.01070064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607396117","doi":"10.1007/s00498-017-0192-y","title":"Characterization of a topological obstruction to reach control by continuous state feedback","year":2017,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Simplex; Topology (electrical circuits); Mathematics; Affine transformation; Dimension (graph theory); State (computer science); State space; Boundary (topology); Control (management); Control theory (sociology); Computer science; Pure mathematics; Mathematical analysis; Combinatorics; Algorithm; Artificial intelligence","authors":[{"name":"Melkior Ornik","is_ca":true},{"name":"Mireille E. Broucke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02278928616886631,"gpt":0.2793064001190701,"spread":0.2565171139502038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075543,0.0007843591,0.001410258,0.001867788,0.001644498,0.003416298,0.001263338,0.002123846,0.006761286],"category_scores_gemma":[0.006787704,0.0005560725,0.001226654,0.0006425716,0.004612336,0.004571815,0.005810782,0.003130982,0.0003626416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143627,"about_ca_system_score_gemma":0.001316644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010708,"about_ca_topic_score_gemma":0.0005570286,"domain_scores_codex":[0.9986939,0.000157159,0.00006873497,0.0002538071,0.0005381056,0.0002883869],"domain_scores_gemma":[0.9950638,0.002162422,0.0006713276,0.0004298167,0.0006543039,0.00101836],"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":[0.0001085025,0.00006886444,0.0005429341,0.00007291661,0.0000225847,0.0003030653,0.0004254079,0.008768036,0.00515174,0.98067,0.0005537362,0.003312288],"study_design_scores_gemma":[0.00005070893,0.0002386962,0.001303008,0.00003354003,0.00003822655,0.0003217165,0.0002937898,0.1833162,0.002630307,0.8088088,0.002907688,0.0000573043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4653747,0.0003598965,0.4794805,0.002528079,0.0003069396,0.0001304465,0.0002529547,0.0007990571,0.05076731],"genre_scores_gemma":[0.9855724,0.0001264243,0.007502001,0.0001574332,0.0001159117,0.00006413638,0.00009442122,0.00008107204,0.006286182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006761286,"threshold_uncertainty_score":0.02261877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884011499","doi":"10.1007/s00498-018-0217-1","title":"Near optimal $$\\mathcal {H}_{\\infty }$$ H ∞ performance in the decentralized setting","year":2018,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Decentralised system; Invariant (physics); Mathematics; Controller (irrigation); LTI system theory; Graph; Control (management); Pure mathematics; Linear system; Combinatorics; Topology (electrical circuits); Discrete mathematics; Computer science; Mathematical analysis","authors":[{"name":"Thananjayan Ranganathan","is_ca":true},{"name":"Daniel E. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01252603110748587,"gpt":0.2202811729826732,"spread":0.2077551418751873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002613344,0.0009951157,0.001244869,0.0004934098,0.0005855874,0.001811262,0.000742128,0.001518983,0.004701011],"category_scores_gemma":[0.009844653,0.0003985083,0.0002677908,0.0004747226,0.001920622,0.001937077,0.002228494,0.001342348,0.0007616223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196528,"about_ca_system_score_gemma":0.001624709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474922,"about_ca_topic_score_gemma":0.0009750215,"domain_scores_codex":[0.9985303,0.0006830851,0.00003410292,0.0002196097,0.0002688657,0.00026413],"domain_scores_gemma":[0.9953911,0.003187836,0.0003311695,0.0003623907,0.0004616792,0.0002657417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001017005,0.0001546257,0.0005787688,0.0002767178,0.00005922716,0.0001195134,0.0001961385,0.7346673,0.01068177,0.2263706,0.004670526,0.02120784],"study_design_scores_gemma":[0.00003142423,0.000183979,0.0003344261,0.00002455256,0.000009554336,0.00004269267,0.00006902213,0.9089835,0.002409615,0.08729012,0.0005940088,0.00002705143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2024194,0.0009880757,0.7426857,0.002444695,0.0001567361,0.0000799312,0.0004001576,0.0005192235,0.05030611],"genre_scores_gemma":[0.9870973,0.000226115,0.009022609,0.0001201092,0.00005906971,0.00003365264,0.00007395836,0.00006928781,0.003297925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004701011,"threshold_uncertainty_score":0.01572645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949819780","doi":"10.1007/s00498-019-0236-6","title":"Periodic adaptive stabilization of rapidly time-varying linear systems","year":2019,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Linear system; Computer science; Mathematics; Mathematical analysis; Artificial intelligence; Control (management)","authors":[{"name":"Joel D. Simard","is_ca":true},{"name":"Christopher Nielsen","is_ca":true},{"name":"Daniel E. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01326407885294911,"gpt":0.2100946522786961,"spread":0.1968305734257469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001449471,0.0002416944,0.0001895765,0.0001770675,0.0001646333,0.0002397227,0.000238078,0.0002560999,0.001306109],"category_scores_gemma":[0.0007380058,0.00009516095,0.000108954,0.000122251,0.0003024061,0.0001761086,0.0003326084,0.0002951039,0.0001304018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507522,"about_ca_system_score_gemma":0.0001673973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005603111,"about_ca_topic_score_gemma":0.0004742357,"domain_scores_codex":[0.9999299,0.00002046238,0.000002830948,0.00001265361,0.00002419327,0.000009940552],"domain_scores_gemma":[0.9998721,0.0000602872,0.00002683794,0.00001215995,0.00002278328,0.000005848785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002729104,0.00004816281,0.0006359941,0.0001939418,0.00004827129,0.0003259255,0.0002687034,0.6747641,0.08959159,0.1127186,0.002590239,0.1185415],"study_design_scores_gemma":[0.00001102652,0.00005458709,0.0003065832,0.000006289005,0.000003877693,0.00002732051,0.00001143251,0.9861934,0.002327906,0.01018285,0.000871034,0.000003764498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2229064,0.001012941,0.757688,0.00033305,0.0002223842,0.00003822454,0.00003670665,0.0002712272,0.01749106],"genre_scores_gemma":[0.9852787,0.000291289,0.01002272,0.00003171146,0.00005366633,0.00003455831,0.00002375898,0.00001393791,0.00424964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001306109,"threshold_uncertainty_score":0.004369378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226099433","doi":"10.1007/s00498-022-00323-4","title":"Logarithmic regret in online linear quadratic control using Riccati updates","year":2022,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Advanced Bandit Algorithms Research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Regret; Logarithm; Sublinear function; Linear-quadratic regulator; Mathematics; Controller (irrigation); Hindsight bias; Riccati equation; Linear-quadratic-Gaussian control; Mathematical optimization; Optimal control; Control (management); Computer science; Control theory (sociology); Discrete mathematics; Statistics; Artificial intelligence; Differential equation","authors":[{"name":"Mohammad Amin Akbari","is_ca":true},{"name":"Bahman Gharesifard","is_ca":false},{"name":"Tamás Linder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1352701255915641,"gpt":0.4094376742189131,"spread":0.2741675486273489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004860694,0.00167844,0.002381956,0.0007285876,0.0007914486,0.002696103,0.002419338,0.002468498,0.005706578],"category_scores_gemma":[0.02507118,0.0009010775,0.0005719567,0.001157987,0.002881466,0.004846511,0.002974324,0.003831535,0.0006471626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567881,"about_ca_system_score_gemma":0.001869256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959074,"about_ca_topic_score_gemma":0.002950098,"domain_scores_codex":[0.9976861,0.001107582,0.00008948079,0.0003318887,0.0005340572,0.000250957],"domain_scores_gemma":[0.9785831,0.01867465,0.0006275633,0.0008671885,0.0009180635,0.0003293144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004384889,0.0001857582,0.0007364227,0.0002827026,0.00004490391,0.0001104535,0.0000871373,0.8804011,0.0008946582,0.08783826,0.003471019,0.02550905],"study_design_scores_gemma":[0.0000161699,0.00002584101,0.00009616236,0.000008447665,0.000004840761,0.000009882322,0.000006653033,0.9758008,0.0001940672,0.02371385,0.0001181495,0.000005051369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04788828,0.001637342,0.9337124,0.002481066,0.0002774162,0.00009525385,0.0002302405,0.000577529,0.0131005],"genre_scores_gemma":[0.9441519,0.000700127,0.04235717,0.0006314673,0.0002869427,0.0002152665,0.0002387728,0.0003133829,0.01110497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005706578,"threshold_uncertainty_score":0.02570611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390151829","doi":"10.1007/s00498-025-00413-z","title":"Carleman-based reconstruction algorithm on a wave network","year":2025,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Algorithm; Computer science","authors":[{"name":"Lucie Baudouin","is_ca":false},{"name":"Maya de Buhan","is_ca":true},{"name":"Emmanuelle Crépeau","is_ca":false},{"name":"Julie Valein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05140542715502298,"gpt":0.312553696984153,"spread":0.26114826982913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007091948,0.0005245306,0.000722415,0.0007453667,0.0004761395,0.0009407856,0.0009425365,0.001302566,0.004248579],"category_scores_gemma":[0.002408675,0.000419365,0.0005312124,0.0006989937,0.0008048238,0.00158438,0.001472032,0.001574089,0.000995048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005544081,"about_ca_system_score_gemma":0.0012211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405879,"about_ca_topic_score_gemma":0.003829102,"domain_scores_codex":[0.9997529,0.00008324903,0.00001274519,0.00004358974,0.00008362102,0.0000238207],"domain_scores_gemma":[0.9993369,0.0003671836,0.0000328528,0.00007580355,0.0001523488,0.00003479149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002926064,0.00009098282,0.0007261664,0.0001282441,0.00007590228,0.0001477989,0.0002118624,0.4982568,0.01574152,0.3017745,0.003087551,0.1794662],"study_design_scores_gemma":[0.00001039776,0.00001553692,0.00004317466,0.000004564802,0.000004888312,0.00002656582,0.00001197045,0.98059,0.001556588,0.01684078,0.0008877306,0.000007834172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005907991,0.00002920575,0.9921422,0.00008124996,0.00002225533,0.00001999988,0.00002565705,0.000107442,0.001663997],"genre_scores_gemma":[0.1978359,0.0002017179,0.7910168,0.0001214912,0.00004113905,0.0001533835,0.0002427017,0.0001510322,0.01023573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004248579,"threshold_uncertainty_score":0.01421297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2925062653","doi":"10.1007/s00498-020-00259-7","title":"Global stability of a class of difference equations on solvable Lie algebras","year":2020,"lang":"en","type":"preprint","venue":"Mathematics of Control Signals and Systems","topic":"Sphingolipid Metabolism and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Lie algebra; Lie group; Linearization; Pure mathematics; Nilpotent; Exponential stability; Jacobian matrix and determinant; Lie conformal algebra; Adjoint representation; Invariant (physics); Simple Lie group; Algebraic number; Algebra over a field; Mathematical analysis; Applied mathematics; Mathematical physics; Nonlinear system","authors":[{"name":"Philip J. McCarthy","is_ca":true},{"name":"Christopher Nielsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03652653012551389,"gpt":0.2694205523281898,"spread":0.232894022202676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006981172,0.0009382573,0.001015639,0.001209393,0.0009020498,0.002014905,0.001024839,0.001234264,0.00348873],"category_scores_gemma":[0.0021803,0.0003343452,0.0009508641,0.0005307882,0.001918907,0.002096146,0.001694159,0.001795843,0.0002713162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350699,"about_ca_system_score_gemma":0.0009084313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792453,"about_ca_topic_score_gemma":0.0008737835,"domain_scores_codex":[0.9996506,0.000102194,0.00001458004,0.00006613186,0.0001077764,0.00005883482],"domain_scores_gemma":[0.9990747,0.0003560578,0.0001569961,0.00004793653,0.0001891013,0.0001751468],"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":[0.00005446266,0.00004544216,0.0002889354,0.00003557718,0.00003941857,0.0001102756,0.0001599823,0.01505997,0.003531174,0.9771061,0.0007026847,0.002866027],"study_design_scores_gemma":[0.00004157313,0.00004465065,0.0002213797,0.00000723553,0.000008875299,0.00008645005,0.0000570117,0.158885,0.0005642518,0.8392488,0.0008166102,0.00001831236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6132494,0.001104682,0.3443443,0.002314939,0.0003257456,0.00009358231,0.0002746668,0.000226756,0.03806595],"genre_scores_gemma":[0.9670901,0.0003748695,0.01211064,0.0002313029,0.0002235148,0.00009051069,0.0001706052,0.00006519955,0.0196432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00348873,"threshold_uncertainty_score":0.01167095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394881778","doi":"10.1007/s00498-024-00385-6","title":"Necessary conditions for turnpike property for generalized linear–quadratic problems","year":2024,"lang":"en","type":"article","venue":"Mathematics of Control Signals and Systems","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Property (philosophy); Quadratic equation; Mathematics; Applied mathematics; Geometry; Philosophy","authors":[{"name":"Roberto Guglielmi","is_ca":true},{"name":"Zhuqing Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0310252534224044,"gpt":0.2604071003697326,"spread":0.2293818469473282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001525342,0.001708451,0.001463708,0.001439819,0.00128681,0.002419274,0.001402381,0.002169671,0.01770648],"category_scores_gemma":[0.01100133,0.0006811838,0.001910601,0.0008774687,0.002514471,0.003501989,0.002694295,0.004255591,0.001399728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877477,"about_ca_system_score_gemma":0.001485694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511978,"about_ca_topic_score_gemma":0.001958558,"domain_scores_codex":[0.9992035,0.0002153797,0.00004837706,0.0001829789,0.0001827351,0.0001671185],"domain_scores_gemma":[0.9946292,0.003461842,0.0005019511,0.0002498211,0.0008103623,0.0003468102],"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":[0.0004874154,0.0001727392,0.001380233,0.0006370154,0.000149828,0.001492367,0.001047529,0.06411419,0.01848659,0.8839208,0.009629771,0.01848156],"study_design_scores_gemma":[0.0001623035,0.0002153486,0.001459736,0.0001370643,0.00006274968,0.000339746,0.0005532841,0.2939841,0.003807763,0.6940334,0.005163908,0.00008058862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1550666,0.001919685,0.7388288,0.00300837,0.0005692336,0.0003391505,0.001121745,0.0005789686,0.09856744],"genre_scores_gemma":[0.9618319,0.001012675,0.02441117,0.0003731913,0.0002736976,0.0004078814,0.0006460287,0.0002585105,0.01078491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01770648,"threshold_uncertainty_score":0.05923408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}