{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"3268b3a880d0","filters":{"venue":"Control Theory and Technology"}},"results":[{"id":"W2295028650","doi":"10.1007/s11768-015-4152-0","title":"Gain-scheduling control of a floating offshore wind turbine above rated wind speed","year":2015,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Renewable Energy Laboratory","keywords":"Turbine; Control theory (sociology); Offshore wind power; Gain scheduling; BARGE; Engineering; Wind power; Wind speed; Scheduling (production processes); Controller (irrigation); Control system; Control engineering; Computer science; Marine engineering; Control (management); Aerospace engineering; Meteorology; Physics","authors":[{"name":"Omid Bagherieh","is_ca":false},{"name":"Ryozo Nagamune","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00797462861011863,"gpt":0.1999697751145308,"spread":0.1919951465044122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300998,0.000445577,0.0003719041,0.0001579216,0.0004672341,0.0005011774,0.0004080999,0.0005475022,0.001704551],"category_scores_gemma":[0.0004457416,0.0001749772,0.0002147403,0.0001374311,0.0004026973,0.0002114297,0.0004063399,0.0004063106,0.0001624428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594539,"about_ca_system_score_gemma":0.0003378994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006088044,"about_ca_topic_score_gemma":0.005090998,"domain_scores_codex":[0.9999276,0.00001455818,0.000004342206,0.00001737408,0.00002046663,0.00001560676],"domain_scores_gemma":[0.9998581,0.00004741516,0.00003028655,0.0000112885,0.0000356777,0.0000172058],"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":[0.0004881468,0.000101704,0.0005934873,0.000130392,0.00003401951,0.0006251912,0.0001506946,0.9141924,0.05169771,0.006460425,0.001226921,0.02429886],"study_design_scores_gemma":[0.00003188453,0.0001922199,0.0005089376,0.000004194107,0.000008637035,0.00002363483,0.00001874937,0.9963107,0.001733472,0.0008928127,0.000267485,0.000007243852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6402639,0.00024475,0.330921,0.0007561744,0.0003674494,0.0001032696,0.0001503634,0.0004568327,0.02673632],"genre_scores_gemma":[0.9971561,0.0000198192,0.001540433,0.00001023206,0.000008005906,0.000007006143,0.000009509607,0.00000453273,0.001244321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006088044,"threshold_uncertainty_score":0.01210523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036424636","doi":"10.1007/s11768-020-9061-1","title":"Adaptive high-order sliding mode control based on quasi-time delay estimation for uncertain robot manipulator","year":2020,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; McGill University","funders":"","keywords":"Control theory (sociology); Lyapunov function; Terminal sliding mode; Sliding mode control; Robot; Computer science; Adaptive control; Control engineering; Engineering; Control (management); Nonlinear system; Artificial intelligence","authors":[{"name":"Brahim Brahmi","is_ca":true},{"name":"Mark Driscoll","is_ca":true},{"name":"Mohamed Hamza Laraki","is_ca":true},{"name":"Abdelkrim Brahmi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01152846159269933,"gpt":0.2246929827857897,"spread":0.2131645211930903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003549896,0.0004908305,0.0005662482,0.000234512,0.0003624066,0.0004831522,0.0005176434,0.0005064558,0.001254646],"category_scores_gemma":[0.0006048993,0.000260727,0.0003952572,0.000316334,0.0004524387,0.0005457956,0.0004288561,0.0005170753,0.0001229038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132853,"about_ca_system_score_gemma":0.0003902207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339379,"about_ca_topic_score_gemma":0.003278117,"domain_scores_codex":[0.9998437,0.00003015593,0.00001096501,0.00004539725,0.00005141337,0.00001842388],"domain_scores_gemma":[0.9997892,0.0000813769,0.00003806881,0.00001948634,0.00006248994,0.000009559556],"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":[0.0005251346,0.0001120877,0.001419557,0.0006159497,0.0001585152,0.0002939705,0.0004765218,0.7499776,0.07295175,0.01854172,0.001668566,0.1532585],"study_design_scores_gemma":[0.00001447589,0.000147766,0.0004937681,0.00000645881,0.00001332167,0.00002000036,0.000009225431,0.9967944,0.001355758,0.0007656401,0.0003705693,0.000008672228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06044786,0.0005877969,0.9360731,0.0001293579,0.0001396576,0.00002855564,0.00001717565,0.0001911185,0.002385394],"genre_scores_gemma":[0.9728723,0.0003386625,0.0239327,0.00004117993,0.00004878444,0.00005591388,0.00003124492,0.00001222664,0.002666867],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004339379,"threshold_uncertainty_score":0.00862819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617131682","doi":"10.1007/s11768-017-6178-y","title":"Online calibration of combustion phase in a diesel engine","year":2017,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Advanced Combustion Engine Technologies","field":"Chemical 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":"University of Windsor","funders":"","keywords":"Diesel engine; Calibration; Combustion; Automotive engineering; Phase (matter); Point (geometry); Mechanism (biology); Homogeneous charge compression ignition; Internal combustion engine; Computer science; Process (computing); Work (physics); Engineering; Combustion chamber; Mechanical engineering; Chemistry","authors":[{"name":"Qingyuan Tan","is_ca":true},{"name":"Prasad Divekar","is_ca":true},{"name":"Ying Tan","is_ca":false},{"name":"Xiang Chen","is_ca":true},{"name":"Ming Zheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009769820793931407,"gpt":0.2735673100856754,"spread":0.263797489291744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002938481,0.0003612901,0.0003596447,0.000372967,0.0002478144,0.0003778347,0.0004191408,0.0007184716,0.0008487805],"category_scores_gemma":[0.001328712,0.0001657337,0.0001759065,0.0002492235,0.0001924052,0.0004388533,0.0004342805,0.0004619899,0.0002231396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661633,"about_ca_system_score_gemma":0.0002064247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562435,"about_ca_topic_score_gemma":0.001723635,"domain_scores_codex":[0.9998234,0.00003504144,0.000006106201,0.00005204565,0.00006456606,0.00001885501],"domain_scores_gemma":[0.9996516,0.0001893853,0.00002955736,0.00004111146,0.00007382483,0.00001447976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002046363,0.0005702197,0.01614797,0.0003958018,0.00009295345,0.0005551902,0.000346244,0.3688284,0.3409716,0.003731349,0.001593302,0.2647206],"study_design_scores_gemma":[0.00002653299,0.0001066657,0.005234827,0.000009616735,0.00001078045,0.00008481888,0.00002286837,0.9324217,0.06088271,0.0006417017,0.0005424871,0.0000151299],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786072,0.0003762666,0.2074158,0.0002515828,0.0001993892,0.00003251703,0.0001488039,0.001177829,0.004325756],"genre_scores_gemma":[0.9944236,0.00003153598,0.005084657,0.00001881751,0.000006598452,0.000004477524,0.00002660209,0.00002563304,0.0003780924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001562435,"threshold_uncertainty_score":0.003106654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021963042","doi":"10.1007/s11768-020-8280-9","title":"H∞ position transfer and regulation for floating offshore wind turbines","year":2020,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Control theory (sociology); Drivetrain; Wind power; Offshore wind power; Controller (irrigation); Turbine; Engineering; Pitch control; Blade pitch; Maximum power transfer theorem; Torque; Marine engineering; Computer science; Power (physics); Aerospace engineering; Electrical engineering; Control (management)","authors":[{"name":"Eduardo Eribert Escobar Aquino","is_ca":true},{"name":"Ryozo Nagamune","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005528682991037168,"gpt":0.190242663777477,"spread":0.1847139807864398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315908,0.0003378578,0.000340938,0.000155378,0.0002703843,0.0006326205,0.0004119643,0.0006922649,0.001495333],"category_scores_gemma":[0.001522803,0.000175138,0.0002823166,0.0001805143,0.0006193456,0.0004827621,0.0005074987,0.0005899078,0.0002610245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676211,"about_ca_system_score_gemma":0.0002662767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442718,"about_ca_topic_score_gemma":0.001277832,"domain_scores_codex":[0.9997864,0.00005579692,0.000009269763,0.00004231423,0.00008337489,0.00002270623],"domain_scores_gemma":[0.9995996,0.0002430923,0.00004038211,0.00002946307,0.00007952449,0.000007933644],"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":[0.0003325358,0.0001106874,0.0006547091,0.0002854449,0.00005431673,0.0002731525,0.0004144287,0.8148925,0.02914446,0.02816352,0.002399401,0.1232748],"study_design_scores_gemma":[0.00001142437,0.0001278216,0.0004289263,0.000008031224,0.000006391507,0.00003028103,0.00003413669,0.9917567,0.002145066,0.004999074,0.0004431158,0.000009106525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1268994,0.000780285,0.8574203,0.0004911606,0.0001812272,0.00003669199,0.00005189389,0.0002495603,0.01388934],"genre_scores_gemma":[0.988644,0.0002072799,0.005304509,0.00005582067,0.00004802163,0.00002948218,0.00003229091,0.00001707068,0.005661565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002442718,"threshold_uncertainty_score":0.005002379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990770091","doi":"10.1007/s11768-019-9076-7","title":"Distributed active fault tolerant control design against actuator faults for multiple mobile robots","year":2019,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Actuator; Robot; Fault tolerance; Mobile robot; Control theory (sociology); Fault (geology); Control engineering; Engineering; Control (management); Computer science; Kalman filter; Distributed computing; Artificial intelligence","authors":[{"name":"Mahmoud Hussein","is_ca":true},{"name":"Jawhar Ghommam","is_ca":false},{"name":"Azeddine Ghodbane","is_ca":true},{"name":"Maarouf Saad","is_ca":true},{"name":"Vahé Nerguizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007061556746581477,"gpt":0.2205228168098513,"spread":0.2134612600632698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004180693,0.0006278555,0.0005254055,0.0003988209,0.0005358326,0.0006998349,0.001136907,0.0007123846,0.001283922],"category_scores_gemma":[0.001299231,0.0002302855,0.0003339868,0.0002696071,0.0006038685,0.0006449936,0.0007147507,0.0005506874,0.0001890689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784029,"about_ca_system_score_gemma":0.0005129026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456044,"about_ca_topic_score_gemma":0.00136349,"domain_scores_codex":[0.9997159,0.0000443069,0.00001375286,0.00008159208,0.0001030911,0.00004143349],"domain_scores_gemma":[0.9994428,0.0001551715,0.0001365373,0.00005028629,0.0001925436,0.00002271696],"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":[0.0002834951,0.00009939247,0.0004476974,0.0001670702,0.00005724507,0.0001681408,0.0001938756,0.8380102,0.03921194,0.01885663,0.0009247168,0.1015795],"study_design_scores_gemma":[0.00002252569,0.0001612175,0.0001435543,0.000006070883,0.00001459244,0.00002787465,0.00001707939,0.9908481,0.004332956,0.003797278,0.0006240129,0.000004768532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03421425,0.0001731721,0.9627362,0.0001498561,0.0001033545,0.0000254399,0.00001227147,0.0001720295,0.002413402],"genre_scores_gemma":[0.9744663,0.00007978902,0.02308082,0.0000406154,0.00003660372,0.00006303751,0.00001638357,0.00001389493,0.002202622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001456044,"threshold_uncertainty_score":0.004295111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804333087","doi":"10.1007/s11768-018-7300-5","title":"Flocking control of a fleet of unmanned aerial vehicles","year":2018,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Flocking (texture); Control theory (sociology); Computer science; Kinematics; Control engineering; Engineering; Control (management); Artificial intelligence","authors":[{"name":"Adel Belkadi","is_ca":false},{"name":"Zhixiang Liu","is_ca":true},{"name":"Laurent Ciarletta","is_ca":false},{"name":"Youmin Zhang","is_ca":true},{"name":"Didier Theilliol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005974377718039291,"gpt":0.2205219167998256,"spread":0.2145475390817863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002652702,0.0006057304,0.0004567113,0.000433334,0.0006530838,0.0004953756,0.0006137795,0.000558771,0.001160372],"category_scores_gemma":[0.0007798534,0.0002398608,0.0003331075,0.0002008846,0.0005502745,0.0005021383,0.00075033,0.0004353097,0.00009994136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275012,"about_ca_system_score_gemma":0.0004187829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972814,"about_ca_topic_score_gemma":0.0090862,"domain_scores_codex":[0.9998937,0.00001413382,0.000004436008,0.00003240692,0.00002104164,0.00003427033],"domain_scores_gemma":[0.9996909,0.00008486903,0.00008538519,0.00002240047,0.00005944339,0.00005705711],"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":[0.00009000298,0.00003272662,0.0007061286,0.00002225604,0.00002774941,0.0001447302,0.0000703097,0.9808391,0.005633658,0.001856498,0.0002990461,0.01027782],"study_design_scores_gemma":[0.000006860942,0.00006550494,0.0003709912,0.000002106918,0.000005003847,0.00001050752,0.00001479996,0.9986313,0.0003348955,0.0004349782,0.0001204998,0.000002493809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6901642,0.0002022808,0.3020464,0.0002154085,0.00009229146,0.00007750028,0.0001071961,0.0001715503,0.006923085],"genre_scores_gemma":[0.9958033,0.00002550434,0.003017323,0.000007819663,0.0000059656,0.0000184359,0.00002433803,0.000004853376,0.001092528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972814,"threshold_uncertainty_score":0.03922665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401109385","doi":"10.1007/s11768-024-00228-4","title":"Robust fault-tolerant control for quadrotor UAVs with parameter uncertainties and actuator faults","year":2024,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Actuator; Controller (irrigation); Robustness (evolution); Engineering; Observer (physics); State observer; Robust control; Fault (geology); Control engineering; Control system; Computer science; Control (management); Nonlinear system; Artificial intelligence","authors":[{"name":"Hao Liu","is_ca":false},{"name":"Yuying Guo","is_ca":false},{"name":"Youmin Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00877768954875669,"gpt":0.2090550671226347,"spread":0.200277377573878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003316689,0.0007329663,0.0005954294,0.0002866315,0.0003642331,0.0007399988,0.0006053252,0.0006310837,0.0006946003],"category_scores_gemma":[0.001221884,0.0002478602,0.0003327882,0.0002803208,0.0005391342,0.0004848562,0.0006244471,0.0004205574,0.0001115909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272494,"about_ca_system_score_gemma":0.0003948629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006365238,"about_ca_topic_score_gemma":0.002732811,"domain_scores_codex":[0.9997479,0.00004035958,0.00001749723,0.0000748448,0.00007090558,0.00004846411],"domain_scores_gemma":[0.9995471,0.0001460143,0.0001568147,0.00003263607,0.00009374323,0.00002362146],"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":[0.0002608967,0.00003175152,0.0005744687,0.0001007997,0.00005440653,0.0002788978,0.00008013733,0.9617316,0.0146577,0.002999341,0.0004811818,0.01874878],"study_design_scores_gemma":[0.00001390006,0.000138348,0.000500934,0.000003823971,0.000007396288,0.00002907031,0.00001418811,0.9971232,0.001188245,0.0007979156,0.0001781124,0.000004856172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2961881,0.0009381183,0.69656,0.0004234718,0.0002783806,0.00004784793,0.0001229452,0.0003737232,0.005067465],"genre_scores_gemma":[0.9967797,0.00006102566,0.002458734,0.00001848884,0.00001359974,0.00001317193,0.00002433104,0.000006356878,0.000624522],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006365238,"threshold_uncertainty_score":0.01265639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2405662919","doi":"10.1007/s11768-016-5034-9","title":"Convergence, stability and robustness analysis of the OFEX controller for high-speed networks","year":2016,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":4,"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":"Robustness (evolution); Control theory (sociology); Computer science; Bottleneck; Queue; Network congestion; Bandwidth (computing); Network packet; Real-time computing; Computer network","authors":[{"name":"Jungang Liu","is_ca":true},{"name":"Oliver Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005550594860321666,"gpt":0.196967090416335,"spread":0.1914164955560133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00293468,0.001421471,0.001048286,0.001108461,0.0006041532,0.001726756,0.001099986,0.001210972,0.003006869],"category_scores_gemma":[0.006285535,0.0003367735,0.0009422075,0.0003751774,0.00131373,0.0009916835,0.001371711,0.001297289,0.0002543802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160919,"about_ca_system_score_gemma":0.0008401021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988518,"about_ca_topic_score_gemma":0.001266379,"domain_scores_codex":[0.9992734,0.0002558276,0.00002939248,0.000125658,0.0002023309,0.0001133464],"domain_scores_gemma":[0.9962612,0.002142123,0.0003566144,0.0001629431,0.001002317,0.00007470993],"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":[0.0003895329,0.00006721137,0.0008788034,0.0002149269,0.0001152885,0.0001751058,0.0002089761,0.9306537,0.01057379,0.03653273,0.001123645,0.01906635],"study_design_scores_gemma":[0.000006702085,0.00005570429,0.0001824633,0.000006349068,0.000009514098,0.0000174902,0.00001419203,0.9959729,0.0006739905,0.002915951,0.0001384526,0.000006240759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1234995,0.001390313,0.8584144,0.0004082481,0.0001473597,0.000118968,0.0000941813,0.0003174914,0.01560964],"genre_scores_gemma":[0.9878142,0.0003748903,0.007876073,0.00005187187,0.00006336986,0.00006999909,0.00004629685,0.00005619041,0.003647203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003988518,"threshold_uncertainty_score":0.01552027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206782180","doi":"10.1007/s11768-021-00072-w","title":"Adaptive output regulation for cyber-physical systems under time-delay attacks","year":2022,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Control theory (sociology); Cyber-physical system; Controller (irrigation); Reinforcement learning; Computer science; Stability (learning theory); Convergence (economics); Channel (broadcasting); Actuator; Control (management); Computational intelligence; Control engineering; Engineering; Artificial intelligence; Machine learning; Telecommunications","authors":[{"name":"Dan Jin","is_ca":false},{"name":"Bo Chen","is_ca":false},{"name":"Li Yu","is_ca":false},{"name":"Shichao Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005134515509037816,"gpt":0.1984611373733578,"spread":0.19332662186432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006626179,0.0005985518,0.000593386,0.0003246203,0.0002978321,0.001099326,0.0005079717,0.0006947063,0.001534762],"category_scores_gemma":[0.00216347,0.0001716723,0.0004122941,0.0003250166,0.001057181,0.0006764273,0.0009184294,0.0007062222,0.0001449462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616956,"about_ca_system_score_gemma":0.0004198205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003448837,"about_ca_topic_score_gemma":0.001935881,"domain_scores_codex":[0.9996524,0.00008603104,0.00001600791,0.00008130223,0.00009267923,0.00007154774],"domain_scores_gemma":[0.9993394,0.0003523025,0.0001017698,0.00004118263,0.0001468342,0.00001851303],"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":[0.0002481108,0.00005699021,0.0004683287,0.0001908888,0.00008266491,0.0001853925,0.000208543,0.9133818,0.011164,0.04832199,0.0009207754,0.02477058],"study_design_scores_gemma":[0.00001344279,0.00004738677,0.000217832,0.000006142146,0.0000120559,0.00001257204,0.00001520074,0.9911902,0.000667744,0.007511128,0.0003004574,0.000005899436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1012744,0.0007879479,0.8811241,0.0009254963,0.0003659985,0.00005075528,0.00007338569,0.0003585622,0.01503935],"genre_scores_gemma":[0.9939808,0.0002012608,0.002871745,0.00005454459,0.00005217344,0.00002255359,0.00001394124,0.00001154282,0.002791569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003448837,"threshold_uncertainty_score":0.006857514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990139113","doi":"10.1007/s11768-015-5010-9","title":"Variable selection in identification of a high dimensional nonlinear non-parametric system","year":2015,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Control Systems and Identification","field":"Engineering","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":"Identification (biology); Feature selection; Curse of dimensionality; Parametric statistics; Nonlinear system; Artificial intelligence; Selection (genetic algorithm); Computer science; Embedding; Nonlinear dimensionality reduction; Variable (mathematics); Nonlinear system identification; Machine learning; Computational intelligence; Data mining; Pattern recognition (psychology); System identification; Mathematics; Dimensionality reduction; Statistics","authors":[{"name":"Er‐Wei Bai","is_ca":true},{"name":"Wenxiao Zhao","is_ca":false},{"name":"Wei Xing Zheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003325377909271912,"gpt":0.1830052428382296,"spread":0.1796798649289577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095486,0.0002893718,0.0006240208,0.0003620675,0.0004067917,0.0006279973,0.0003580872,0.0005419421,0.0007779555],"category_scores_gemma":[0.002567632,0.0002570866,0.0002499254,0.0004445583,0.0006882397,0.0005323338,0.0006261318,0.0004791734,0.000159331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745164,"about_ca_system_score_gemma":0.0003326614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067744,"about_ca_topic_score_gemma":0.001076179,"domain_scores_codex":[0.9994555,0.0003274042,0.00001714149,0.00006540757,0.00009279371,0.00004174057],"domain_scores_gemma":[0.9990264,0.0007985673,0.00005152826,0.00004980896,0.00005904714,0.00001461154],"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":[0.000592418,0.0001012987,0.003005934,0.000296479,0.0001000454,0.0002794733,0.0003441809,0.7378281,0.0367088,0.03695085,0.0007488137,0.1830437],"study_design_scores_gemma":[0.00001055827,0.00006465878,0.0007083836,0.000006852766,0.000009746685,0.00003719169,0.0000245826,0.9892678,0.004436612,0.004960203,0.0004648423,0.000008573158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07329142,0.0004003226,0.9246178,0.0001098732,0.0000265441,0.00002014548,0.00001441554,0.00009984685,0.001419675],"genre_scores_gemma":[0.9208019,0.0004030009,0.0761371,0.000045954,0.00002673483,0.00005217838,0.00003159685,0.00002705069,0.002474462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001067744,"threshold_uncertainty_score":0.005049884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558112869","doi":"10.1007/s11768-016-6091-9","title":"Optimal decentralized control of large scale systems","year":2016,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Control theory (sociology); Decentralised system; Controller (irrigation); Control engineering; Observer (physics); Computer science; Stability (learning theory); Engineering; Control (management); Artificial intelligence","authors":[{"name":"Xiao Qi Shi","is_ca":true},{"name":"D.E. Davison","is_ca":true},{"name":"R.H. Kwong","is_ca":true},{"name":"E.J. Davison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003528141280347291,"gpt":0.1994719617516915,"spread":0.1959438204713443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004758119,0.0003914889,0.0007021403,0.0002674272,0.0004180735,0.0008464229,0.0005129852,0.0005073219,0.002018808],"category_scores_gemma":[0.001634002,0.000211765,0.0001935244,0.0003626992,0.0009423502,0.0007074964,0.0008948288,0.0006035615,0.0001734108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007018142,"about_ca_system_score_gemma":0.0008564084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270496,"about_ca_topic_score_gemma":0.002410231,"domain_scores_codex":[0.999714,0.00009031902,0.00000914354,0.00005907797,0.00008036281,0.00004706582],"domain_scores_gemma":[0.9994465,0.0002932707,0.00008539973,0.00004789541,0.00009185931,0.00003506847],"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":[0.0001002366,0.00006640375,0.0002251075,0.0001287773,0.00003912621,0.00006493143,0.00006965733,0.8381296,0.006886863,0.121725,0.002668314,0.02989606],"study_design_scores_gemma":[0.00003222367,0.00003314257,0.0001656087,0.000003836579,0.000004162204,0.000008397475,0.00001240344,0.9542601,0.0003403888,0.04424239,0.0008924653,0.000004999454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08848204,0.0009832476,0.8886408,0.001287178,0.0002166785,0.00004233405,0.00009650279,0.0003157895,0.01993551],"genre_scores_gemma":[0.9857305,0.0003565849,0.008660375,0.00006616423,0.0001049658,0.00006157433,0.00003363185,0.00002744724,0.0049588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002270496,"threshold_uncertainty_score":0.006753564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406995332","doi":"10.1007/s11768-024-00241-7","title":"Cooperative RISE learning-based circumnavigation of networked unmanned aerial vehicles with collision avoidance and connectivity preservation","year":2025,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; College Ahuntsic","funders":"","keywords":"Collision avoidance; Computational intelligence; Computer science; Artificial intelligence; Collision; Real-time computing; Aeronautics; Engineering; Computer security","authors":[{"name":"Jawhar Ghommam","is_ca":false},{"name":"Amani Ayeb","is_ca":false},{"name":"Brahim Brahmi","is_ca":true},{"name":"Maarouf Saad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003741293661886316,"gpt":0.2141526904144083,"spread":0.210411396752522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002933667,0.0004367139,0.0006616029,0.0003511728,0.0005907859,0.0004678299,0.0009779087,0.0005392375,0.0009635161],"category_scores_gemma":[0.0008843241,0.0002954601,0.0003415877,0.0002748047,0.0006766372,0.0006559298,0.001901913,0.0006063525,0.0001839536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522613,"about_ca_system_score_gemma":0.0009202462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008074653,"about_ca_topic_score_gemma":0.009983631,"domain_scores_codex":[0.9997745,0.00003025994,0.000007962587,0.00005721292,0.0000700704,0.00006000497],"domain_scores_gemma":[0.9996578,0.00009583332,0.00005746827,0.00004251633,0.00009961866,0.00004680334],"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":[0.0001491234,0.00007917432,0.001271068,0.00003698008,0.00002373905,0.0001379649,0.0002384775,0.9221455,0.01011888,0.002446702,0.0004793135,0.06287307],"study_design_scores_gemma":[0.000007928586,0.00009294964,0.0002524309,0.00000245455,0.000005722762,0.00001903087,0.000033574,0.9977303,0.001011149,0.0006281441,0.000212483,0.000003818899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2217578,0.0001870766,0.7708101,0.0001214312,0.0000516658,0.00006373842,0.00002329209,0.0003386096,0.006646347],"genre_scores_gemma":[0.9821746,0.00003966187,0.01568551,0.00002594801,0.000006715587,0.00003335449,0.00003043328,0.00001267072,0.001991152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008074653,"threshold_uncertainty_score":0.01605529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883363987","doi":"10.1007/s11768-018-7074-9","title":"Queue reduction in discrete-event systems by relabeling","year":2018,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Petri Nets in System Modeling","field":"Computer Science","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 Toronto","funders":"","keywords":"Queue; Fork–join queue; Computer science; Reduction (mathematics); Queueing theory; Automaton; Queue management system; Population; Real-time computing; Distributed computing; Mathematical optimization; Mathematics; Theoretical computer science; Computer network","authors":[{"name":"Yongmei Gan","is_ca":false},{"name":"Ting Jiao","is_ca":false},{"name":"W.M. Wonham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005273383287570814,"gpt":0.2340613912427979,"spread":0.2287880079552271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703905,0.000533375,0.001074366,0.0008072828,0.001202781,0.001700663,0.002200795,0.0006719492,0.004352339],"category_scores_gemma":[0.004474455,0.0004863424,0.0017318,0.000864042,0.001476423,0.00286953,0.002202893,0.002396977,0.0007502211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246576,"about_ca_system_score_gemma":0.002241316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688098,"about_ca_topic_score_gemma":0.00442854,"domain_scores_codex":[0.9986302,0.0003525424,0.00009217269,0.0003230144,0.0003432017,0.0002589575],"domain_scores_gemma":[0.9977536,0.00107429,0.0001325174,0.00057814,0.0003201885,0.0001412702],"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":[0.0004351329,0.0003845101,0.0006776364,0.0002867351,0.00008117391,0.0002148018,0.0004632913,0.1837042,0.01262005,0.6960703,0.003671059,0.101391],"study_design_scores_gemma":[0.00006287886,0.00008149128,0.0001678014,0.00002127297,0.00004991834,0.00004724641,0.0000566315,0.4481449,0.007803469,0.5385388,0.004984482,0.00004119405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01318731,0.0001431593,0.9820685,0.0001711226,0.0001122911,0.0000581092,0.00006734733,0.0007374298,0.003454817],"genre_scores_gemma":[0.4963728,0.0003779925,0.4911671,0.0003214755,0.0001527573,0.000296763,0.0003267626,0.0005512286,0.01043295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004352339,"threshold_uncertainty_score":0.01455998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989510292","doi":"10.1007/s11768-014-0031-3","title":"Capture condition for endo-atmospheric interceptors steered by ALCS and ARCS","year":2014,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Guidance and Control 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":"York University","funders":"","keywords":"Control theory (sociology); Bounded function; Constraint (computer-aided design); Tangent; Differential game; Initial value problem; Lift (data mining); Computer science; Aerospace engineering; Control (management); Engineering; Mathematics; Mathematical optimization; Mathematical analysis; Geometry; Mechanical engineering; Artificial intelligence","authors":[{"name":"Yanfang Liu","is_ca":true},{"name":"Naiming Qi","is_ca":false},{"name":"Tianye Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001332182990000446,"gpt":0.1687444099914837,"spread":0.1674122270014833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427709,0.0006794662,0.0007214868,0.0008374486,0.001057422,0.001895579,0.0007846659,0.001508244,0.006497208],"category_scores_gemma":[0.002229775,0.0004624393,0.0005373391,0.0004303021,0.0009072523,0.001906755,0.00188342,0.001248982,0.0008544547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006059065,"about_ca_system_score_gemma":0.001269698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02502384,"about_ca_topic_score_gemma":0.01309668,"domain_scores_codex":[0.9995227,0.00003305948,0.0000175606,0.0001239185,0.0001390801,0.000163765],"domain_scores_gemma":[0.9989929,0.0003120964,0.0001580745,0.000074496,0.0003698662,0.00009256475],"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":[0.001425729,0.0001530368,0.01257197,0.0007787822,0.0001842829,0.003444817,0.001707288,0.5122724,0.1036406,0.3193661,0.008160043,0.03629509],"study_design_scores_gemma":[0.00007089862,0.0001931421,0.006874866,0.00007689912,0.00006300852,0.0007991833,0.001012378,0.9442622,0.01545199,0.02760458,0.003477138,0.0001138001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3528105,0.000658865,0.5881909,0.0008358709,0.0001187493,0.0001322602,0.001151587,0.0005505015,0.05555065],"genre_scores_gemma":[0.9830561,0.0002522738,0.004303846,0.00007261302,0.00001986451,0.00004621639,0.0004669635,0.00005264544,0.01172948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02502384,"threshold_uncertainty_score":0.04975641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233026492","doi":"10.1007/s11768-020-9291-2","title":"Erratum to: Distributed active fault tolerant control design against actuator faults for multiple mobile robots","year":2019,"lang":"en","type":"erratum","venue":"Control Theory and Technology","topic":"Control and Dynamics of Mobile Robots","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":"École de Technologie Supérieure","funders":"","keywords":"Paragraph; Eigenvalues and eigenvectors; Laplacian matrix; Actuator; Fault tolerance; Matrix (chemical analysis); Computer science; Control theory (sociology); Mathematics; Pure mathematics; Control (management); Topology (electrical circuits); Laplace operator; Artificial intelligence; Mathematical analysis; Combinatorics; Distributed computing; Physics; World Wide Web","authors":[{"name":"Mahmoud Hussein","is_ca":true},{"name":"Jawhar Ghommam","is_ca":false},{"name":"Azeddine Ghodbane","is_ca":true},{"name":"Maarouf Saad","is_ca":true},{"name":"Vahé Nerguizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004885956346814229,"gpt":0.2083472017727808,"spread":0.2034612454259666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069971,0.001707094,0.001313547,0.001760404,0.002193126,0.001704234,0.001858655,0.005818801,0.03232238],"category_scores_gemma":[0.01136938,0.0005555154,0.0006652371,0.001359546,0.001487234,0.001562936,0.0009292056,0.003001148,0.01644284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810905,"about_ca_system_score_gemma":0.001476972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005658191,"about_ca_topic_score_gemma":0.008393544,"domain_scores_codex":[0.9985979,0.0001823094,0.0002382286,0.0001635496,0.0007219525,0.00009607011],"domain_scores_gemma":[0.9942491,0.001502659,0.0002381911,0.0003080291,0.003523578,0.0001784096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001255219,0.00002054998,0.00007669903,0.0002085566,0.000009880442,0.0005835063,0.0000362428,0.0003493825,0.0002783977,0.00328379,0.9730766,0.02195095],"study_design_scores_gemma":[0.00008505573,0.0001945191,0.0008706974,0.0003765239,0.00005833732,0.001153694,0.0001533094,0.002975947,0.001667062,0.00636314,0.9860451,0.00005667911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000926971,0.002729442,0.006808382,0.04026923,0.932071,0.00006528073,0.0006431147,0.0003989943,0.0160877],"genre_scores_gemma":[0.0397462,0.01399361,0.02056126,0.05299446,0.1802705,0.0003020042,0.003621584,0.001019315,0.687491],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03232238,"threshold_uncertainty_score":0.1081291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395675760","doi":"10.1007/s11768-024-00214-w","title":"PI-funnel and inverse hysteresis compensation cascade control of smart soft dielectric elastomer actuator","year":2024,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Cascade; Tracking error; Actuator; Inverse; Hysteresis; Control system; Computer science; Engineering; Mathematics; Physics; Artificial intelligence","authors":[{"name":"Peng Huang","is_ca":false},{"name":"Yawu Wang","is_ca":true},{"name":"Yue Zhang","is_ca":false},{"name":"Jundong Wu","is_ca":true},{"name":"Chun‐Yi Su","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003230607341465413,"gpt":0.183302896853331,"spread":0.1800722895118656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001516091,0.0002074315,0.0002379207,0.0001555392,0.000299179,0.0004120262,0.0004548944,0.0002522985,0.001960373],"category_scores_gemma":[0.0001946011,0.0001150946,0.0002005046,0.0001147904,0.0002802489,0.0004119133,0.0003479026,0.0002224501,0.0001226106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758919,"about_ca_system_score_gemma":0.0001808809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005688076,"about_ca_topic_score_gemma":0.000839958,"domain_scores_codex":[0.9999224,0.000007891,0.000004116221,0.00002119616,0.0000300108,0.00001427924],"domain_scores_gemma":[0.9999132,0.00002244142,0.00001726663,0.0000128911,0.00002389907,0.00001031165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009647214,0.0001542662,0.0007244304,0.0003346968,0.00005842881,0.000393937,0.000246655,0.09910124,0.7801136,0.02880975,0.001067257,0.08803099],"study_design_scores_gemma":[0.00003160041,0.0003016962,0.001076549,0.000009957906,0.00001958398,0.00009022093,0.00002983339,0.9265213,0.06781275,0.002896432,0.001190577,0.00001955829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5171927,0.0008386602,0.4533418,0.0002649588,0.0002858917,0.00007726044,0.00006107469,0.0005083517,0.02742941],"genre_scores_gemma":[0.9939947,0.00005760424,0.003972326,0.00001407463,0.000008844492,0.000008635377,0.000006102086,0.000003641311,0.001934051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001960373,"threshold_uncertainty_score":0.006558061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}