{"meta":{"query_hash":"f3bc870c6d3d","filters":{"venue":"Asian Journal of Control"},"cohort_total":83,"direct_labels_cover":0,"predictions_cover":83,"exported":83,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f3bc870c6d3d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Asian+Journal+of+Control"},"results":[{"id":"W1535589088","doi":"10.1002/asjc.734","title":"Reconfigurable Synchronization Control of Networked <scp>E</scp>uler‐<scp>L</scp>agrange Systems with Switching Communication Topologies","year":2013,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency; Concordia University","funders":"","keywords":"Synchronization (alternating current); Network topology; Actuator; Control theory (sociology); State (computer science); Topology (electrical circuits); Telecommunications network; Computer science; Control (management); Engineering; Control engineering; Distributed computing; Computer network","score_opus":0.008599919971553203,"score_gpt":0.20451901921008495,"score_spread":0.19591909923853174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535589088","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020873008,0.0060874615,0.9644038,0.0015394449,0.0009102614,0.0014899023,0.00001896514,0.00013036233,0.0045467806],"genre_scores_gemma":[0.99751204,0.00008907487,0.0015593015,0.00017209211,0.000289757,0.000088573186,0.000008558192,0.00004040838,0.00024019908],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99508977,0.0011654238,0.0017646695,0.0003788842,0.0008460019,0.00075525756],"domain_scores_gemma":[0.9913595,0.0021567862,0.0032798857,0.0011798507,0.0017028113,0.00032120233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019571742,0.00043923885,0.0012783393,0.0003536461,0.0002776808,0.0007244386,0.0022774471,0.000239382,0.000007466275],"category_scores_gemma":[0.0013142092,0.0003448215,0.00027385878,0.00058642024,0.00013596566,0.002108219,0.0000563766,0.000584828,0.000042960284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004300576,0.0024991976,0.10103061,0.0016186065,0.012985845,0.00049925415,0.02620744,0.43705434,0.03232351,0.08556648,0.07325541,0.22652924],"study_design_scores_gemma":[0.023285663,0.0019418898,0.015419574,0.0020813493,0.00057090353,0.0008616104,0.009109932,0.93399554,0.00050470163,0.0017233593,0.0101524815,0.00035296718],"about_ca_topic_score_codex":0.00019954094,"about_ca_topic_score_gemma":0.000021358357,"teacher_disagreement_score":0.97663903,"about_ca_system_score_codex":0.00019877507,"about_ca_system_score_gemma":0.00029649073,"threshold_uncertainty_score":0.9999004},"labels":[],"label_agreement":null},{"id":"W1554374843","doi":"10.1002/asjc.777","title":"Robust Control System Design for an Uncertain Nonlinear System Using Minimax <scp>LQG</scp> Design Method","year":2013,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Linear-quadratic-Gaussian control; Optimal projection equations; Feedback linearization; Minimax; Nonlinear system; Robust control; Linear-quadratic regulator; Linearization; Controller (irrigation); Optimal control; Mathematics; Computer science; Mathematical optimization; Control (management)","score_opus":0.057855890566722655,"score_gpt":0.2652519075480431,"score_spread":0.20739601698132046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554374843","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014624656,0.0016341507,0.9912019,0.00010198469,0.0014321216,0.0034119145,0.00008192232,0.00028716697,0.00038642305],"genre_scores_gemma":[0.6424554,0.0000019915506,0.35530564,0.000052768923,0.0018451026,0.000116224175,0.000002359237,0.00018022918,0.00004028027],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99411017,0.0016077689,0.0021201016,0.00041578335,0.00069288776,0.001053283],"domain_scores_gemma":[0.99366033,0.002375441,0.0011717369,0.00055489317,0.0015019593,0.00073564803],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042173807,0.00072485785,0.0020092353,0.00051599566,0.00021458227,0.0003385659,0.00083526236,0.00038973455,0.0000073831534],"category_scores_gemma":[0.0005940092,0.0006309822,0.00060023525,0.00028326653,0.00006430432,0.0010562679,0.000015209371,0.000551966,0.00004706366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002634251,0.00007059153,0.0000693987,0.00049063587,0.0015088195,0.00014893814,0.00041637497,0.96780634,0.022593789,0.00026691874,0.0017532135,0.0046115625],"study_design_scores_gemma":[0.009992252,0.0010975475,0.00007046803,0.00067576586,0.00073798344,0.0012018093,0.0044312943,0.98002666,0.0005642086,0.000024490173,0.0008813807,0.00029613564],"about_ca_topic_score_codex":0.000026810245,"about_ca_topic_score_gemma":0.000003005343,"teacher_disagreement_score":0.64099294,"about_ca_system_score_codex":0.00078376074,"about_ca_system_score_gemma":0.00034693003,"threshold_uncertainty_score":0.9996141},"labels":[],"label_agreement":null},{"id":"W1562188241","doi":"10.1002/asjc.1151","title":"State Estimation of Stochastic Impulsive System Via Stochastic Adaptive Impulsive Observer","year":2015,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Observer (physics); Control theory (sociology); Nonlinear system; Parametric statistics; State (computer science); State observer; Mathematics; Stochastic process; Estimation; Computer science; Engineering; Control (management); Algorithm; Statistics; Artificial intelligence","score_opus":0.011552707828997326,"score_gpt":0.2167435261005566,"score_spread":0.20519081827155927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562188241","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023531852,0.0012058611,0.9730879,0.0000828421,0.0011379013,0.00056965556,0.00007281462,0.00006391671,0.00024722572],"genre_scores_gemma":[0.9975032,6.30707e-7,0.0020097338,0.000014070528,0.000360431,0.000012834841,0.0000029398818,0.00007238071,0.000023752797],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99730265,0.00019704533,0.0012802517,0.00016148394,0.00066514337,0.00039343975],"domain_scores_gemma":[0.9968086,0.00023596456,0.0010074588,0.0002600256,0.0012729291,0.0004150159],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007024808,0.00034572408,0.0010402638,0.00031424954,0.00003531221,0.000033645858,0.00034432093,0.00011289337,0.0000062781396],"category_scores_gemma":[0.00031422992,0.0003072367,0.00026880213,0.00021384907,0.0000816178,0.0004992046,0.000021364554,0.0003842227,0.000042014464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005967151,0.000032475815,0.000028006993,0.00007142484,0.00072456,0.0001038337,0.0013248284,0.98979425,0.00076881825,0.00018300407,0.0001734442,0.00619861],"study_design_scores_gemma":[0.0068845693,0.0011312161,0.0010110167,0.000577189,0.0003416295,0.0005068205,0.0022555431,0.98646027,0.00008419458,0.0004153899,0.000012307059,0.00031988413],"about_ca_topic_score_codex":0.000013599957,"about_ca_topic_score_gemma":0.0000083196355,"teacher_disagreement_score":0.97397137,"about_ca_system_score_codex":0.00045988095,"about_ca_system_score_gemma":0.00022851327,"threshold_uncertainty_score":0.99993795},"labels":[],"label_agreement":null},{"id":"W1905095132","doi":"10.1002/asjc.1191","title":"A Comparative Analysis of Route‐Based Energy Management Systems for Phevs","year":2015,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Powertrain; Automotive engineering; Energy management; Battery (electricity); Driving cycle; Controller (irrigation); Model predictive control; Software deployment; Computer science; Plug-in; Battery pack; Electric vehicle; Energy management system; Battery electric vehicle; Engineering; Energy (signal processing); Control (management); Power (physics); Torque","score_opus":0.018074680534630225,"score_gpt":0.24032204576593305,"score_spread":0.22224736523130284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1905095132","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025524432,0.00458273,0.96440375,0.00026212406,0.00018671503,0.00018516187,0.000022643799,0.00007722708,0.004755204],"genre_scores_gemma":[0.99900866,0.00002312113,0.0008541646,0.000016277148,0.000038406302,0.0000119298165,0.0000017063971,0.000006713963,0.000039021674],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923444,0.000023178116,0.00038292442,0.000051135044,0.00016716556,0.00014114428],"domain_scores_gemma":[0.9993811,0.000052121453,0.00019755516,0.00011378442,0.00019395545,0.00006144327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002346302,0.00009078488,0.00054148264,0.00044666708,0.000012649815,0.000016381407,0.00017882224,0.000035326186,0.000001980237],"category_scores_gemma":[0.000012320936,0.000075450705,0.00018206834,0.00037295528,0.00002116908,0.00006657306,0.0000040396067,0.000066481574,4.5894436e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003568411,0.00008692301,0.0022064024,0.00008814557,0.012254222,0.00004854644,0.00024053981,0.9425775,0.00026898683,0.020156447,0.0077559054,0.013959567],"study_design_scores_gemma":[0.004735593,0.0005718928,0.0017267304,0.000059235048,0.0027704483,0.000011251421,0.00096986734,0.97768044,0.0016495693,0.00042063274,0.009223706,0.00018062757],"about_ca_topic_score_codex":0.000004949202,"about_ca_topic_score_gemma":0.00000491602,"teacher_disagreement_score":0.9734842,"about_ca_system_score_codex":0.00006404213,"about_ca_system_score_gemma":0.000025194417,"threshold_uncertainty_score":0.30767906},"labels":[],"label_agreement":null},{"id":"W1964887337","doi":"10.1002/asjc.84","title":"<i>H</i><sub>∞</sub> fuzzy static output feedback control of T‐S fuzzy systems based on fuzzy Lyapunov approach","year":2009,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Control theory (sociology); Fuzzy logic; Fuzzy control system; Lyapunov function; Mathematics; Set (abstract data type); Computer science; Control (management); Nonlinear system; Artificial intelligence","score_opus":0.0077742744221302625,"score_gpt":0.1930328739760125,"score_spread":0.18525859955388221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964887337","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19950607,0.013225976,0.65841484,0.006611706,0.0064262887,0.006078017,0.0004889231,0.000640785,0.10860739],"genre_scores_gemma":[0.9983433,0.000019961835,0.00026627223,0.0005121304,0.00072849944,0.00003125699,0.0000053549857,0.00007434621,0.000018886158],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99502003,0.0005149181,0.0021812464,0.00034075358,0.0011510664,0.00079199404],"domain_scores_gemma":[0.9967677,0.0005588893,0.00096018636,0.0006860494,0.000564177,0.00046297914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018180255,0.00061219156,0.0019364785,0.00051106943,0.00009753813,0.00014331164,0.0006657097,0.00029168726,0.0000053216318],"category_scores_gemma":[0.00025439213,0.0005276967,0.00071709976,0.0003947422,0.00011171945,0.00036639362,0.0000067228775,0.0007374645,0.000026048228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034593379,0.00086244993,0.0013626894,0.0008341658,0.0013865874,0.00017464033,0.0009457886,0.8948929,0.03713994,0.003159021,0.0029358482,0.052846637],"study_design_scores_gemma":[0.12884171,0.012549517,0.027263658,0.0042234086,0.0029169738,0.00092583825,0.005857257,0.7960173,0.0048978147,0.005885043,0.0065123835,0.0041091107],"about_ca_topic_score_codex":0.0000064363558,"about_ca_topic_score_gemma":0.000002478211,"teacher_disagreement_score":0.79883724,"about_ca_system_score_codex":0.00025733627,"about_ca_system_score_gemma":0.0002293402,"threshold_uncertainty_score":0.9997175},"labels":[],"label_agreement":null},{"id":"W1969217389","doi":"10.1002/asjc.199","title":"Maximizing or minimizing survival time in the case of random parameters","year":2010,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Random variable; Infinitesimal; Interval (graph theory); Variable (mathematics); Process (computing); Variance (accounting); Control (management); Mathematical optimization; Wiener process; Mathematics; Control variable; Computer science; Statistics; Economics; Artificial intelligence; Combinatorics","score_opus":0.018853170591158073,"score_gpt":0.2282093168994051,"score_spread":0.20935614630824703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969217389","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40436602,0.00072385016,0.5796273,0.006945596,0.00068794703,0.0004837016,0.000088523484,0.000006669703,0.007070433],"genre_scores_gemma":[0.996305,0.0000072062476,0.0034234684,0.00012081544,0.00011234047,0.000009192066,3.5380816e-7,0.000008470236,0.000013177447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989285,0.000012636606,0.0007761354,0.000096772186,0.00003340891,0.00015253123],"domain_scores_gemma":[0.9986391,0.0003543,0.00073597574,0.00016483443,0.00006032424,0.000045468143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228504,0.00008294494,0.00043642902,0.00016110881,0.000052927313,0.000033492848,0.00027517206,0.00005723942,0.000050668223],"category_scores_gemma":[0.00061684445,0.000060679948,0.00013331266,0.00021444602,0.000058569894,0.00011745168,0.000008733537,0.00027626267,0.00001648488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025855722,0.00064914755,0.007033027,0.0000830461,0.00033637346,0.0016531845,0.007169648,0.00029191116,0.0012292297,0.9109993,0.00030409594,0.06766544],"study_design_scores_gemma":[0.062427036,0.0018800442,0.03604832,0.00026940723,0.00034184667,0.014865799,0.008557231,0.018639484,0.00029664283,0.84168494,0.013557332,0.0014319505],"about_ca_topic_score_codex":0.00004941844,"about_ca_topic_score_gemma":0.000075786804,"teacher_disagreement_score":0.591939,"about_ca_system_score_codex":0.000010172149,"about_ca_system_score_gemma":0.000043838612,"threshold_uncertainty_score":0.24744564},"labels":[],"label_agreement":null},{"id":"W1978130918","doi":"10.1002/asjc.37","title":"Optimal control and robust stability of uncertain impulsive dynamical systems","year":2008,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Dynamical systems theory; Optimal control; Algebraic number; Stability (learning theory); Mathematics; Algebraic Riccati equation; Exponential stability; Robust control; Riccati equation; Dynamical system (definition); Control (management); Applied mathematics; Mathematical optimization; Control system; Computer science; Engineering; Differential equation; Nonlinear system; Artificial intelligence; Mathematical analysis","score_opus":0.027594856453326464,"score_gpt":0.27244777909458606,"score_spread":0.2448529226412596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978130918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6733649,0.00025454396,0.3254465,0.00046545122,0.000082498045,0.00021994396,0.000050604725,0.000006647109,0.0001089666],"genre_scores_gemma":[0.99260706,0.00001247202,0.0071767615,0.000012763883,0.0001506232,0.000003325647,0.000001405914,0.00001609744,0.000019478106],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979019,0.00035107016,0.0010114054,0.00012706725,0.00041359192,0.00019491983],"domain_scores_gemma":[0.9974749,0.0005729198,0.0009003661,0.00022692738,0.0006623147,0.00016253359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007367943,0.00015501108,0.00085622695,0.00016487286,0.00007329538,0.000023643837,0.00017499828,0.00008687968,0.000055906254],"category_scores_gemma":[0.0008314733,0.00012003361,0.00026954338,0.00013672003,0.00018294112,0.00013816205,0.000013921544,0.00023880767,0.0000013222692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017500216,0.013366707,0.4970356,0.0037059796,0.039496027,0.0030517413,0.029596437,0.14006676,0.09951245,0.12206708,0.0030114055,0.031589597],"study_design_scores_gemma":[0.037873074,0.0027427482,0.037810158,0.00053769135,0.004974606,0.0024279142,0.008320792,0.89362645,0.000557311,0.010033856,0.0000920252,0.0010033981],"about_ca_topic_score_codex":0.000021323947,"about_ca_topic_score_gemma":0.00001236203,"teacher_disagreement_score":0.75355965,"about_ca_system_score_codex":0.00006942112,"about_ca_system_score_gemma":0.0001524137,"threshold_uncertainty_score":0.48948285},"labels":[],"label_agreement":null},{"id":"W1983859319","doi":"10.1002/asjc.240","title":"Active disturbance rejection control for power plant with a single loop","year":2010,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"PID controller; Cascade; Control theory (sociology); Differentiator; Active disturbance rejection control; Control engineering; Nonlinear system; State observer; Controller (irrigation); Computer science; Engineering; Control (management); Temperature control; Bandwidth (computing); Artificial intelligence; Physics","score_opus":0.002782906514839319,"score_gpt":0.17974384244110958,"score_spread":0.17696093592627027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983859319","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012897279,0.0001643221,0.9832182,0.0004883375,0.0010647972,0.0006093489,0.000059651426,0.00006681334,0.0014312591],"genre_scores_gemma":[0.99670875,0.0000018252688,0.002683583,0.00005756566,0.0004135662,0.00003725867,0.0000024769358,0.000048351274,0.000046597266],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999016,0.000029086015,0.00040540867,0.000111251116,0.00018789782,0.00025034737],"domain_scores_gemma":[0.99895346,0.00012650629,0.0003357854,0.0001541794,0.00031332058,0.00011677568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018453255,0.00017872221,0.00040424574,0.00011056069,0.00005902405,0.000045039516,0.00013145474,0.00009257185,0.000011515119],"category_scores_gemma":[0.00012904697,0.00014143401,0.00011068544,0.00009062029,0.000032319953,0.00044588983,0.0000018396553,0.00032696084,0.0000022608303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014574733,0.00039222202,0.0026640573,0.00016120485,0.0028912935,0.00017809629,0.0018954449,0.44396496,0.4703488,0.0045234943,0.0019663712,0.056439303],"study_design_scores_gemma":[0.224206,0.015762769,0.025353324,0.0016472103,0.0026500416,0.0068165227,0.003304888,0.5751878,0.030297218,0.004265008,0.10610821,0.00440102],"about_ca_topic_score_codex":7.812309e-7,"about_ca_topic_score_gemma":0.00002421921,"teacher_disagreement_score":0.9838115,"about_ca_system_score_codex":0.00008036007,"about_ca_system_score_gemma":0.00003790609,"threshold_uncertainty_score":0.5767512},"labels":[],"label_agreement":null},{"id":"W1985880643","doi":"10.1111/j.1934-6093.2006.tb00283.x","title":"A GRADIENT BASED ADAPTIVE CONTROL ALGORITHM FOR DUAL‐RATE SYSTEMS","year":2006,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Control Systems and Identification","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); University of Alberta","funders":"","keywords":"Dual (grammatical number); Control theory (sociology); Transformation (genetics); Zero (linguistics); Adaptive control; Polynomial; Mathematics; Algorithm; Mathematical optimization; Computer science; Control (management); Artificial intelligence","score_opus":0.004928274902282222,"score_gpt":0.17951005153629304,"score_spread":0.1745817766340108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985880643","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019593262,0.0023733422,0.9918184,0.00043016416,0.0017942453,0.00084278034,0.0001207687,0.000055523204,0.0006053979],"genre_scores_gemma":[0.9977567,0.0000027945337,0.00066993537,0.00003441733,0.0012649795,0.00008309969,0.0000046420746,0.00003902995,0.0001444064],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983834,0.00011332392,0.00085377763,0.00012040309,0.00022631764,0.00030279494],"domain_scores_gemma":[0.9987465,0.00015135836,0.00038893733,0.00016458589,0.0004298288,0.000118786345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008212303,0.00019267331,0.00054237456,0.00020162389,0.000069913585,0.00012596119,0.00013183209,0.000081932114,0.0000071530662],"category_scores_gemma":[0.000032446846,0.00016833286,0.00029122038,0.00009941435,0.00002020353,0.00020636723,0.0000016910967,0.00014444596,0.000010226478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001526264,0.0005602298,0.00085995585,0.00046203253,0.0032986724,0.00036712846,0.0004650532,0.6528578,0.07329455,0.013353621,0.053111583,0.19984312],"study_design_scores_gemma":[0.012009111,0.00033796031,0.0028280762,0.0001376812,0.00025024032,0.00007906563,0.00013985964,0.96775776,0.00016943361,0.00027534866,0.015781732,0.00023370549],"about_ca_topic_score_codex":0.000029938015,"about_ca_topic_score_gemma":0.000016426342,"teacher_disagreement_score":0.9957974,"about_ca_system_score_codex":0.0001296984,"about_ca_system_score_gemma":0.000055664026,"threshold_uncertainty_score":0.6864415},"labels":[],"label_agreement":null},{"id":"W2018316553","doi":"10.1111/j.1934-6093.2006.tb00296.x","title":"STABILITY ANALYSIS OF UNCERTAIN DISCRETE‐TIME SYSTEMS WITH TIME‐VARYING STATE DELAY: A PARAMETER‐DEPENDENT LYAPUNOV FUNCTION APPROACH","year":2006,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Lyapunov function; Stability (learning theory); Discrete time and continuous time; Mathematics; Constant (computer programming); Function (biology); State (computer science); Time domain; Computer science; Nonlinear system; Control (management); Algorithm; Statistics","score_opus":0.00612432028567952,"score_gpt":0.18387351821662212,"score_spread":0.1777491979309426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018316553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37870234,0.0015431186,0.6152686,0.00008806711,0.00024042778,0.00078637095,0.00014311091,0.00009497723,0.0031329694],"genre_scores_gemma":[0.99928033,0.0000030201365,0.0004198032,0.000009848625,0.00014520867,0.000026779002,0.000017409164,0.000038059607,0.000059540074],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99662274,0.00040260132,0.0015033779,0.00026664286,0.00077192136,0.00043273548],"domain_scores_gemma":[0.9978755,0.00035741305,0.0007319263,0.00045716434,0.0004124014,0.00016560731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015626224,0.00034564734,0.0014880038,0.00044397093,0.00006971902,0.000112557966,0.0002916534,0.00012007093,0.00005268482],"category_scores_gemma":[0.00005835407,0.0002622058,0.00048932625,0.0007228786,0.00009532606,0.0003923109,0.000010579906,0.00032786548,0.0000058126643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014091976,0.00014278051,0.009339638,0.00016074725,0.0050466196,0.000032749256,0.00037683593,0.97586447,0.005694551,0.00005910659,0.000039927665,0.0018333794],"study_design_scores_gemma":[0.0048720245,0.00073714065,0.008624814,0.00013635193,0.003702687,0.00010202706,0.0006535873,0.9802468,0.0001826614,0.00016188812,0.00013086859,0.0004491497],"about_ca_topic_score_codex":0.00018641245,"about_ca_topic_score_gemma":0.00003507726,"teacher_disagreement_score":0.620578,"about_ca_system_score_codex":0.00025350056,"about_ca_system_score_gemma":0.00009698009,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W2020441545","doi":"10.1111/j.1934-6093.2005.tb00238.x","title":"HIERARCHAL CONTROL SYSTEM FOR A VARIABLE SPEED CAGE MACHINE WIND GENERATION UNIT USING NEURAL NETWORKS","year":2008,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Control theory (sociology); Wind speed; Rectifier (neural networks); Controller (irrigation); Engineering; Wind power; AC power; Induction generator; Pulse-width modulation; Power (physics); Rotor (electric); PWM rectifier; Voltage; Torque; Artificial neural network; Computer science; Control (management); Electrical engineering; Recurrent neural network","score_opus":0.017419052088369618,"score_gpt":0.20628972656100483,"score_spread":0.18887067447263522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020441545","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15328236,0.002809731,0.83920383,0.00024402108,0.00282167,0.0009828468,0.00006340639,0.00010770117,0.00048440023],"genre_scores_gemma":[0.9943438,0.0000038013764,0.00095101114,0.000079646605,0.004474522,0.0000056882195,0.000007588166,0.00008729717,0.00004664884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977237,0.00020959227,0.001043913,0.00016276231,0.00032687452,0.00053315965],"domain_scores_gemma":[0.9985817,0.00014510936,0.0004157889,0.00023709662,0.00035265053,0.0002676285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007286066,0.00032115166,0.00087821623,0.0002490272,0.00020455326,0.00008049277,0.00027131077,0.00017010355,0.000014287722],"category_scores_gemma":[0.00007457596,0.00028856492,0.00028303586,0.00019797747,0.000036900925,0.0004104711,0.000007359553,0.00042585144,0.0000022441172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028245396,0.000020470303,0.0014590084,0.00006454124,0.0004988234,0.00019560709,0.00014472497,0.9794638,0.016826496,0.00022079452,0.00028562863,0.00053766376],"study_design_scores_gemma":[0.012190503,0.00022347919,0.0005078445,0.000086766755,0.00025416582,0.0023911486,0.000050844796,0.98331803,0.00008911032,0.000009600792,0.00063126156,0.00024724787],"about_ca_topic_score_codex":0.000019806163,"about_ca_topic_score_gemma":0.0000063527305,"teacher_disagreement_score":0.8410614,"about_ca_system_score_codex":0.00019923494,"about_ca_system_score_gemma":0.000096269614,"threshold_uncertainty_score":0.99995667},"labels":[],"label_agreement":null},{"id":"W2025326898","doi":"10.1002/asjc.399","title":"Uncertainty modeling and robust minimax LQR control of multivariable nonlinear systems with application to hypersonic flight","year":2011,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Linearization; Minimax; Feedback linearization; Linear-quadratic regulator; Nonlinear system; Optimal control; Robust control; Controller (irrigation); Computer science; Mathematics; Mathematical optimization; Engineering; Control system","score_opus":0.010464055521516701,"score_gpt":0.1817969290119521,"score_spread":0.1713328734904354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025326898","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09582472,0.0017296092,0.8998967,0.0001761571,0.00023934856,0.00079171447,0.000026928423,0.000038732644,0.0012761013],"genre_scores_gemma":[0.99684924,0.000009311871,0.002810441,0.00003545702,0.000213948,0.00003758829,7.4539867e-7,0.00003297371,0.000010301076],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983634,0.00008740693,0.0007987412,0.00016887933,0.00029228258,0.00028932124],"domain_scores_gemma":[0.9987067,0.00010925265,0.00027644084,0.0002562687,0.00042268497,0.00022867369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067225454,0.00022113237,0.0007495146,0.0001617329,0.000048369737,0.000032555443,0.00023315585,0.00010649389,0.000007787991],"category_scores_gemma":[0.000060714257,0.00017117539,0.00010265989,0.00015188854,0.000042185253,0.00021004381,0.0000066056014,0.00020928764,0.0000030232827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011669375,0.00006420894,0.0017155625,0.00015684892,0.00048241508,0.000010737116,0.0017706597,0.986027,0.0056554787,0.00032351937,0.000016532162,0.0026100865],"study_design_scores_gemma":[0.005604378,0.0004884627,0.00026311193,0.00025010313,0.00020762873,0.00010403918,0.0020143036,0.9903669,0.00012385631,0.00003137252,0.00033677698,0.00020911409],"about_ca_topic_score_codex":0.0001377047,"about_ca_topic_score_gemma":0.00002662167,"teacher_disagreement_score":0.9010245,"about_ca_system_score_codex":0.000080954014,"about_ca_system_score_gemma":0.00007545678,"threshold_uncertainty_score":0.698033},"labels":[],"label_agreement":null},{"id":"W2030537618","doi":"10.1111/j.1934-6093.2002.tb00085.x","title":"Robust Controller Design And Pid Tuning For Multivariable Processes","year":2002,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; University of Alberta","funders":"","keywords":"Multivariable calculus; PID controller; Control theory (sociology); Robustness (evolution); Computation; Control engineering; Computer science; Robust control; Engineering; Control system; Algorithm; Control (management); Temperature control; Artificial intelligence","score_opus":0.027303020774289827,"score_gpt":0.19829608472481855,"score_spread":0.1709930639505287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030537618","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011510475,0.0082982695,0.98953116,0.00032807648,0.00022977544,0.00066379266,0.0000058940636,0.00006261369,0.0007653289],"genre_scores_gemma":[0.9700243,0.00007686736,0.029187739,0.00007561726,0.00038990623,0.00005108696,1.8067199e-7,0.000055039378,0.0001392855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870634,0.00007876696,0.00057902775,0.000121617726,0.00016947543,0.0003447438],"domain_scores_gemma":[0.99855584,0.00062011206,0.00024569497,0.00010222941,0.00030747624,0.00016867771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005187885,0.00020964406,0.00058655546,0.00013882064,0.00008144041,0.000072950854,0.00016621746,0.0000869578,0.000025106445],"category_scores_gemma":[0.00050789537,0.00018025888,0.000089110916,0.00011344787,0.000030293426,0.00043882054,0.00000415892,0.00019318424,0.00000464197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095104007,0.000094110226,0.00021894637,0.0004948162,0.0013316687,0.00009439633,0.0013997427,0.8543926,0.053223904,0.0005854972,0.007943996,0.079269275],"study_design_scores_gemma":[0.017541392,0.00049796,0.000043644828,0.00025499897,0.00020401206,0.00033417039,0.00021284033,0.9683737,0.0005210678,0.0008491077,0.010820427,0.0003466792],"about_ca_topic_score_codex":3.655864e-7,"about_ca_topic_score_gemma":4.1814084e-7,"teacher_disagreement_score":0.9699092,"about_ca_system_score_codex":0.000053315824,"about_ca_system_score_gemma":0.000024405721,"threshold_uncertainty_score":0.7350744},"labels":[],"label_agreement":null},{"id":"W2038626979","doi":"10.1111/j.1934-6093.2003.tb00175.x","title":"ROBUST VIBRATION CONTROL FOR FLEXIBLE ARMS USING THE SLIDING MODE METHOD","year":2003,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Robustness (evolution); Vibration; Sliding mode control; Robust control; Moment (physics); Computer science; Engineering; Control system; Nonlinear system; Physics; Control (management); Artificial intelligence; Acoustics","score_opus":0.020854429025770334,"score_gpt":0.25529145764394173,"score_spread":0.2344370286181714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038626979","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001215311,0.0005920366,0.9952721,0.0008974617,0.00092167465,0.00042538342,0.000011428875,0.000034132194,0.0006304647],"genre_scores_gemma":[0.97877085,0.0000057678353,0.020527925,0.00020136531,0.00041410615,0.000015304295,4.177069e-7,0.000039759998,0.000024493635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985271,0.00018016588,0.00064621615,0.00009947455,0.00023721889,0.00030982788],"domain_scores_gemma":[0.99899006,0.00027288942,0.00027745907,0.00016071119,0.00017619044,0.00012268573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015245804,0.00017270206,0.00046588617,0.00008510696,0.00011213195,0.00012276236,0.00021982349,0.00009386942,0.000012083597],"category_scores_gemma":[0.00016999948,0.000119546865,0.000301873,0.0001022048,0.0000086685695,0.00023646865,0.0000027766953,0.00023383954,0.0000015138544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011345058,0.000018478337,0.000032000655,0.000022893362,0.0003811459,0.0000057463053,0.0001444682,0.9212184,0.041648306,0.030764608,0.000105257124,0.0055452473],"study_design_scores_gemma":[0.0045280154,0.00012461534,0.00001512868,0.00005348398,0.0002080989,0.000117259355,0.0002874788,0.98719984,0.0007295557,0.0046331813,0.0019571485,0.00014620229],"about_ca_topic_score_codex":0.0000024443418,"about_ca_topic_score_gemma":0.0000039371635,"teacher_disagreement_score":0.9775556,"about_ca_system_score_codex":0.000103658575,"about_ca_system_score_gemma":0.00006160023,"threshold_uncertainty_score":0.487498},"labels":[],"label_agreement":null},{"id":"W2050615400","doi":"10.1111/j.1934-6093.2004.tb00207.x","title":"OPTIMAL SWITCHING CONTROL VIA DIRECT SEARCH OPTIMIZATION","year":2004,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Mathematical optimization; Optimal control; Demonstrative; Control (management); Optimization problem; Computer science; Control theory (sociology); Mathematics; Artificial intelligence","score_opus":0.004822050797002424,"score_gpt":0.1992669615019985,"score_spread":0.19444491070499606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050615400","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021254819,0.0012179523,0.97216994,0.0013428752,0.0006610304,0.00029082273,0.000006559901,0.00008466292,0.00297133],"genre_scores_gemma":[0.99645734,0.000015524767,0.0027508733,0.00011066529,0.0006090783,0.000007549618,7.0932725e-7,0.000039230777,0.0000090267595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981944,0.00012263349,0.00074160576,0.00012869026,0.0004312675,0.00038138108],"domain_scores_gemma":[0.99902827,0.00012919925,0.00016639639,0.00020118168,0.00025649814,0.000218459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008947005,0.00021291163,0.00058917224,0.00019098939,0.00008801563,0.000096840995,0.00028479303,0.00011213231,0.000049086968],"category_scores_gemma":[0.00009753567,0.00018848956,0.00027110512,0.00016292772,0.00003167178,0.00042827884,0.00000583084,0.0003989149,0.000015427593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022451307,0.000034285207,0.00036511998,0.000024274592,0.00029205272,0.00005887522,0.00055845815,0.98815745,0.0029976717,0.00009300922,0.000022464648,0.0071718353],"study_design_scores_gemma":[0.03474565,0.0010703469,0.0022906472,0.0003972911,0.0004060532,0.00073073886,0.0011267498,0.95560646,0.0011527259,0.00043692384,0.0012673418,0.00076909875],"about_ca_topic_score_codex":0.000011564279,"about_ca_topic_score_gemma":0.000005309036,"teacher_disagreement_score":0.9752025,"about_ca_system_score_codex":0.00020812749,"about_ca_system_score_gemma":0.000104970284,"threshold_uncertainty_score":0.7686381},"labels":[],"label_agreement":null},{"id":"W2053378115","doi":"10.1111/j.1934-6093.2001.tb00053.x","title":"Adaptive Neural Network Control For Smart Materials Robots Using Singular Perturbation Technique","year":2001,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Control theory (sociology); Artificial neural network; Initialization; Singular perturbation; Computer science; Robot; Control engineering; Perturbation (astronomy); Controller (irrigation); Engineering; Mathematics; Artificial intelligence; Control (management)","score_opus":0.009591950362606122,"score_gpt":0.2100338854946722,"score_spread":0.20044193513206607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053378115","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013396075,0.0006377733,0.9829838,0.0005118227,0.001362217,0.00082176924,0.000015444826,0.000051340772,0.0002197303],"genre_scores_gemma":[0.994337,0.000008548265,0.0039626122,0.00015730124,0.001419426,0.000035479403,0.0000017277645,0.000052821975,0.000025059571],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835384,0.00012273125,0.000783788,0.00011747098,0.00022133433,0.00040083344],"domain_scores_gemma":[0.99899155,0.000118481395,0.00035548376,0.00013917113,0.00024616986,0.0001491642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087850564,0.0002202717,0.0006613579,0.000090557405,0.00008495773,0.00009901064,0.00020517163,0.00014970437,0.000020118165],"category_scores_gemma":[0.00007050997,0.00019177176,0.00024696102,0.000097540775,0.000016424696,0.00023514495,0.0000056625295,0.00017734793,0.0000016802703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015396088,0.00005241706,0.00020307943,0.000045630117,0.000762899,0.00012574923,0.0000699975,0.7980896,0.17737845,0.004952703,0.0002887995,0.01649105],"study_design_scores_gemma":[0.006150589,0.00061612565,0.0002526982,0.00022333564,0.00029200173,0.0005040096,0.000043589636,0.9838548,0.00038636843,0.006215924,0.0011431323,0.00031747596],"about_ca_topic_score_codex":0.0000040041878,"about_ca_topic_score_gemma":0.0000036446493,"teacher_disagreement_score":0.98094094,"about_ca_system_score_codex":0.00013535505,"about_ca_system_score_gemma":0.000037846432,"threshold_uncertainty_score":0.7820226},"labels":[],"label_agreement":null},{"id":"W2060857875","doi":"10.1111/j.1934-6093.2005.tb00242.x","title":"REDUCED-ORDER MODELS FOR FEEDBACK STABILIZATION OF LINEAR SYSTEMS WITH A SINGULAR PERTURBATION MODEL","year":2008,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Extremum Seeking Control Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Control theory (sociology); Singular perturbation; Perturbation (astronomy); Output feedback; Singular value; Feedback control; Feedback controller; Mathematics; Linear system; Full state feedback; Computer science; Control engineering; Control (management); Engineering; Mathematical analysis; Physics; Eigenvalues and eigenvectors","score_opus":0.014599555634288788,"score_gpt":0.20044565609657375,"score_spread":0.18584610046228495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060857875","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02721214,0.0012096285,0.9697972,0.0001324716,0.00025719975,0.00054147484,0.000014542506,0.000042025687,0.00079335296],"genre_scores_gemma":[0.993342,0.00001837376,0.0061817355,0.0000116101755,0.0002743587,0.00001747358,0.0000033809317,0.00006228079,0.00008878142],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99849164,0.00006292507,0.00076328544,0.00010878156,0.0003590284,0.00021432129],"domain_scores_gemma":[0.9982721,0.0000829386,0.00042334796,0.00019194654,0.0009353023,0.00009437156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003916247,0.00017911375,0.0005477084,0.00017761963,0.00006209437,0.000021526017,0.00015236494,0.000109563254,0.0000013623039],"category_scores_gemma":[0.00009699576,0.00014714518,0.0001236484,0.00015598102,0.000034822166,0.00041038348,0.0000029305031,0.00014901276,6.138784e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023174504,0.000029676268,0.0000774065,0.00014001557,0.00019453546,0.000005314076,0.0012734039,0.9765219,0.020343184,0.0008022278,0.00010669809,0.000273877],"study_design_scores_gemma":[0.003747902,0.00026590106,0.000026136187,0.00025043834,0.00010679849,0.00018029945,0.00020283266,0.9944774,0.00015841001,0.00033017586,0.00010647431,0.0001472498],"about_ca_topic_score_codex":0.0000029993123,"about_ca_topic_score_gemma":0.0000021398444,"teacher_disagreement_score":0.96612984,"about_ca_system_score_codex":0.00009833284,"about_ca_system_score_gemma":0.00014292519,"threshold_uncertainty_score":0.6000406},"labels":[],"label_agreement":null},{"id":"W2063777739","doi":"10.1111/j.1934-6093.2001.tb00066.x","title":"Discrete‐Time Risk‐Sensitive Filters with Non‐Gaussian Initial Conditions and Their Ergodic Properties","year":2001,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Gaussian; Control theory (sociology); Applied mathematics; Filter (signal processing); Riccati equation; Stability theory; Covariance; Initialization; Mathematical analysis; Statistics; Computer science; Nonlinear system","score_opus":0.020999885189534665,"score_gpt":0.26196317628069277,"score_spread":0.2409632910911581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063777739","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23815814,0.00029221838,0.7500965,0.0056059402,0.00028217855,0.00037902687,0.00007909317,0.000028689376,0.0050782207],"genre_scores_gemma":[0.9985851,0.000012867703,0.0007874908,0.00013469926,0.00020806142,0.0000038276885,7.485912e-7,0.000013947319,0.00025323255],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99827695,0.00024889625,0.0005611333,0.00018813142,0.0004799267,0.0002449894],"domain_scores_gemma":[0.99826115,0.00050419505,0.0004344628,0.00020987065,0.00035077697,0.00023954104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011751858,0.00018405588,0.00046978417,0.00024410391,0.00019566747,0.00018735213,0.00027667274,0.000060348448,0.00009735481],"category_scores_gemma":[0.0009497436,0.000091224196,0.00011610455,0.00023797361,0.00033170506,0.0004243639,0.000018380959,0.00029433423,0.000030816398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032230943,0.0020810638,0.08592364,0.00014041185,0.009480405,0.013678024,0.09303936,0.23461019,0.051094666,0.010725326,0.05752596,0.40947],"study_design_scores_gemma":[0.06097103,0.020127906,0.4318917,0.003470833,0.002422784,0.036318198,0.05665786,0.28267542,0.0054722577,0.07317957,0.022123305,0.0046891486],"about_ca_topic_score_codex":0.00000385201,"about_ca_topic_score_gemma":0.0000048832644,"teacher_disagreement_score":0.760427,"about_ca_system_score_codex":0.000025394937,"about_ca_system_score_gemma":0.0001481889,"threshold_uncertainty_score":0.37200147},"labels":[],"label_agreement":null},{"id":"W2072890091","doi":"10.1111/j.1934-6093.2005.tb00233.x","title":"ROBUST ADAPTIVE CONTROL FOR STRICT-FEEDBACK NONLINEAR SYSTEMS","year":2008,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Backstepping; Control theory (sociology); Nonlinear system; Tracking error; Bounded function; Adaptive control; Convergence (economics); Robust control; Computer science; Strict-feedback form; Control (management); Mathematics; Mathematical optimization; Artificial intelligence","score_opus":0.026127739572141425,"score_gpt":0.20699288516492487,"score_spread":0.18086514559278344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072890091","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006128589,0.005989771,0.9808036,0.00045974506,0.002564158,0.0013502053,0.00027647743,0.0001334027,0.0022940608],"genre_scores_gemma":[0.991843,0.000046845293,0.0043497332,0.000088139146,0.0032797812,0.00004107177,0.0000033719866,0.00011407891,0.00023398334],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971605,0.00019620692,0.0013241258,0.00020478504,0.00052143115,0.00059295644],"domain_scores_gemma":[0.99721515,0.0005566726,0.0005968805,0.0002965572,0.0009662738,0.00036845813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008393522,0.00040879613,0.0012383368,0.00031127885,0.00013338121,0.00005694658,0.00047310977,0.00020637365,0.000016946711],"category_scores_gemma":[0.00029214454,0.00035781876,0.00052773196,0.00019659445,0.00009461956,0.00043376582,0.00000879687,0.00047331338,0.000045893452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045967097,0.00029981474,0.0024613042,0.00023911825,0.0050759567,0.0010284212,0.0009402572,0.944666,0.0042126086,0.0012965793,0.02803562,0.007147597],"study_design_scores_gemma":[0.032362446,0.001963659,0.0032216194,0.00032145018,0.00052955135,0.002112354,0.000957017,0.90849626,0.00009797309,0.000042782995,0.049081504,0.0008134],"about_ca_topic_score_codex":0.000004476121,"about_ca_topic_score_gemma":0.0000036485696,"teacher_disagreement_score":0.9857144,"about_ca_system_score_codex":0.0002069297,"about_ca_system_score_gemma":0.00019237181,"threshold_uncertainty_score":0.9998874},"labels":[],"label_agreement":null},{"id":"W2083651327","doi":"10.1002/asjc.283","title":"A note on static output-feedback for affine nonlinear systems","year":2010,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Affine transformation; Nonlinear system; Output feedback; Mathematics; Factorization; Control (management); Attenuation; Nonlinear control; Feedback control; Computer science; Control engineering; Algorithm; Engineering; Artificial intelligence; Pure mathematics","score_opus":0.008603352337523743,"score_gpt":0.23238967600796806,"score_spread":0.22378632367044432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083651327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069342114,0.0011449889,0.8972301,0.005155939,0.016110478,0.0026135694,0.00041422126,0.00027546717,0.00771315],"genre_scores_gemma":[0.9910444,0.0000041146463,0.005052827,0.00011373083,0.0033590673,0.0000203325,0.0000028674365,0.00008821206,0.0003144238],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998193,0.00005615879,0.00087067793,0.00013447081,0.00035946653,0.00038619933],"domain_scores_gemma":[0.9983046,0.0003703069,0.000360196,0.00028142828,0.0004311655,0.00025232075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006890541,0.00027224727,0.0007228986,0.00023016972,0.000049059723,0.00008746659,0.00034437233,0.00014390217,0.000018854184],"category_scores_gemma":[0.00038278877,0.00022447895,0.0002852554,0.00009520096,0.00003794596,0.0001946437,0.000006426912,0.00059682893,0.00006678305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070743025,0.0011368683,0.0014122585,0.0018472818,0.006045463,0.0011322921,0.0036754603,0.38716894,0.2196252,0.008954488,0.06257171,0.29935575],"study_design_scores_gemma":[0.018295674,0.0018699019,0.0012255607,0.00042980202,0.00032477733,0.00046263664,0.00035359882,0.6726734,0.0004628831,0.00013694608,0.30310577,0.0006590297],"about_ca_topic_score_codex":0.0000017730551,"about_ca_topic_score_gemma":0.000013055562,"teacher_disagreement_score":0.9217023,"about_ca_system_score_codex":0.000069844544,"about_ca_system_score_gemma":0.00008993499,"threshold_uncertainty_score":0.9153986},"labels":[],"label_agreement":null},{"id":"W2084772696","doi":"10.1002/asjc.341","title":"Synchronizing chaotic systems with parametric uncertainty via a novel adaptive impulsive observer","year":2011,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Synchronizing; Control theory (sociology); Parametric statistics; Observer (physics); Synchronization (alternating current); Scalar (mathematics); Adaptive control; Computer science; Chaotic systems; Mathematics; Interval (graph theory); Chaotic; Control (management); Topology (electrical circuits); Artificial intelligence; Statistics","score_opus":0.016569236730168004,"score_gpt":0.19598372631518995,"score_spread":0.17941448958502196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084772696","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06742679,0.000520134,0.928258,0.00012719842,0.00036631632,0.00042274737,0.0000234075,0.000013204028,0.0028421867],"genre_scores_gemma":[0.9985604,0.0000013234012,0.0006792775,0.000035182587,0.00062754477,0.000012607475,0.0000030942176,0.000027458322,0.00005309942],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985398,0.00009588024,0.0005491432,0.00017320183,0.00030553347,0.00033641513],"domain_scores_gemma":[0.9981495,0.000083465486,0.00083632267,0.00018479134,0.00055687357,0.00018905723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028161265,0.00023189536,0.0005470181,0.00018789996,0.00010120791,0.000061264334,0.000229498,0.00005008511,0.00013109809],"category_scores_gemma":[0.000017531345,0.00016621125,0.0001910323,0.00031689458,0.00006092223,0.0003522483,0.00001345844,0.00028217366,0.000013933828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010275304,0.0044127917,0.41380185,0.00026520394,0.01781767,0.0007469753,0.020192346,0.12801422,0.004839284,0.121837035,0.0005800798,0.2772172],"study_design_scores_gemma":[0.09453683,0.012851624,0.20315775,0.002290867,0.004548134,0.0012129118,0.025195234,0.6418206,0.00065629114,0.009124226,0.0011676955,0.003437825],"about_ca_topic_score_codex":0.00018409682,"about_ca_topic_score_gemma":0.0000072173757,"teacher_disagreement_score":0.9311336,"about_ca_system_score_codex":0.00009729369,"about_ca_system_score_gemma":0.00021556277,"threshold_uncertainty_score":0.6777898},"labels":[],"label_agreement":null},{"id":"W2086374747","doi":"10.1002/asjc.146","title":"Nonlinear control of power converters: a new adaptive backstepping approach","year":2009,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Backstepping; Converters; Control theory (sociology); Nonlinear system; Control engineering; Control (management); Computer science; Power (physics); Adaptation (eye); Adaptive control; Engineering; Artificial intelligence; Psychology","score_opus":0.004290203560370665,"score_gpt":0.17586063238502456,"score_spread":0.1715704288246539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086374747","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013912668,0.003817779,0.9892884,0.0006281873,0.0002795767,0.00026264443,0.000012856111,0.00003965858,0.004279643],"genre_scores_gemma":[0.9891135,0.00004989578,0.01014114,0.00032612678,0.00032336236,9.733452e-7,0.0000013997599,0.000021356907,0.000022242022],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866986,0.00005529212,0.0006830911,0.00010012682,0.0002316633,0.00025996595],"domain_scores_gemma":[0.99909145,0.000042589247,0.0003055736,0.00015044595,0.0002219537,0.00018797218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024200256,0.00019609809,0.00060514343,0.00017824696,0.000024126337,0.000033145527,0.00022345498,0.00009924636,0.000058844336],"category_scores_gemma":[0.00003399251,0.0001709173,0.00025147267,0.00014251478,0.000027434768,0.00029933153,0.0000031396555,0.0002651051,0.0000062906106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032918947,0.0004958152,0.0005992244,0.00006648182,0.0027698672,0.00013098601,0.0035991066,0.4840727,0.03846425,0.0013262983,0.0056147454,0.45956865],"study_design_scores_gemma":[0.027150447,0.0017911085,0.0018590282,0.00023581632,0.00045713878,0.00028435682,0.0007427034,0.96196586,0.0008443646,0.0003830783,0.003787361,0.0004987184],"about_ca_topic_score_codex":0.0000012644396,"about_ca_topic_score_gemma":4.5993772e-7,"teacher_disagreement_score":0.9877222,"about_ca_system_score_codex":0.00004153565,"about_ca_system_score_gemma":0.00008398937,"threshold_uncertainty_score":0.69698054},"labels":[],"label_agreement":null},{"id":"W2087025826","doi":"10.1111/j.1934-6093.2000.tb00141.x","title":"ADAPTIVE ROBUST CONTROL OF UNCERTAIN SYSTEMS WITH TIME‐VARYING STATE DELAY","year":2000,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Control theory (sociology); Adaptive control; Robust control; Scheme (mathematics); Controller (irrigation); Computer science; State (computer science); Class (philosophy); Robustness (evolution); Control (management); Control system; Mathematics; Engineering; Algorithm; Artificial intelligence","score_opus":0.008239123007211982,"score_gpt":0.18925793026031643,"score_spread":0.18101880725310443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087025826","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04703851,0.009404835,0.9247806,0.00044820388,0.00068763335,0.0015269045,0.0002482705,0.0001745542,0.0156905],"genre_scores_gemma":[0.99801165,0.000024465284,0.0010129546,0.00004093245,0.000423114,0.000011511472,0.0000013929604,0.00008434331,0.00038965262],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99738485,0.00025413913,0.0011652706,0.00016524234,0.00056880823,0.00046168527],"domain_scores_gemma":[0.9981545,0.00024624384,0.00055475126,0.0002665572,0.0005168777,0.00026105257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006982509,0.0003537844,0.0012105232,0.00023002423,0.00005247414,0.000053064563,0.00035943012,0.00010419949,0.00013754341],"category_scores_gemma":[0.00003729304,0.00027453408,0.00022819712,0.00021144164,0.00009426628,0.0004114887,0.000004569127,0.00042608727,0.000057904483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016794661,0.000045002445,0.00036101788,0.000048868005,0.001466286,0.0003899529,0.00034756164,0.9830596,0.0016918036,0.000038363047,0.0003068209,0.010565259],"study_design_scores_gemma":[0.018394765,0.0018917446,0.0007958474,0.0009593613,0.0004903799,0.0012046831,0.00039720073,0.9715449,0.00012188856,0.000033084016,0.0035988854,0.0005672127],"about_ca_topic_score_codex":0.000017487982,"about_ca_topic_score_gemma":0.0000056333465,"teacher_disagreement_score":0.95097315,"about_ca_system_score_codex":0.00014656277,"about_ca_system_score_gemma":0.00014430331,"threshold_uncertainty_score":0.9999707},"labels":[],"label_agreement":null},{"id":"W2107865461","doi":"10.1002/asjc.465","title":"A Novel Fuzzy Approach for State Estimation of Nonlinear Hybrid Systems Using Particle Filtering Method","year":2011,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Particle filter; Nonlinear system; Resampling; Auxiliary particle filter; Mode (computer interface); Fuzzy logic; Control theory (sociology); Algorithm; Computer science; Filter (signal processing); State (computer science); Degeneracy (biology); Mathematical optimization; Mathematics; Artificial intelligence; Kalman filter; Extended Kalman filter; Ensemble Kalman filter","score_opus":0.028656602233196465,"score_gpt":0.25520586772987847,"score_spread":0.226549265496682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107865461","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050524294,0.00022573349,0.9481433,0.000008004382,0.00042408143,0.00030542028,0.000027003167,0.00002949723,0.00031266993],"genre_scores_gemma":[0.8875058,0.0000012115581,0.11233321,0.0000058349247,0.000106178,0.000012259329,5.716475e-7,0.000025864341,0.000009063004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988177,0.000055379238,0.0006984715,0.000076438766,0.00015933462,0.00019267696],"domain_scores_gemma":[0.9992744,0.000044353226,0.00031755905,0.00011839698,0.00014980826,0.000095495125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006825012,0.00012171709,0.00041219636,0.000104076,0.000032736316,0.000029725716,0.00011508634,0.000034716995,0.0000028918641],"category_scores_gemma":[0.00005300046,0.00010878993,0.00015308149,0.0000811713,0.000013079437,0.00022015168,0.000004059236,0.000106210304,7.779379e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026741877,0.00005992061,0.000051307212,0.00023302747,0.0003377154,0.0000049441537,0.0007363439,0.8410688,0.14252016,0.00007926037,0.000011796636,0.01462932],"study_design_scores_gemma":[0.0027531867,0.00015964416,0.000078649246,0.00007509092,0.000091081456,0.00030277504,0.00027200673,0.9835623,0.012502219,0.000032687247,0.000068230416,0.00010213416],"about_ca_topic_score_codex":0.000017027909,"about_ca_topic_score_gemma":7.1206335e-7,"teacher_disagreement_score":0.83698153,"about_ca_system_score_codex":0.00004327443,"about_ca_system_score_gemma":0.000026183032,"threshold_uncertainty_score":0.44363245},"labels":[],"label_agreement":null},{"id":"W2108287685","doi":"10.1002/asjc.868","title":"Digraphs with Distinguishable Dynamics Under the Multi‐Agent Agreement Protocol","year":2014,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Digraph; Laplacian matrix; Algebraic number; Algebraic graph theory; Algebraic connectivity; Adjacency matrix; Graph; Set (abstract data type); Directed graph; Topology (electrical circuits)","score_opus":0.00889656532275618,"score_gpt":0.23698094536070846,"score_spread":0.22808438003795228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108287685","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022246849,0.000029663419,0.97718936,0.008089316,0.00032789033,0.01225468,0.000006714796,0.000034829285,0.0018450696],"genre_scores_gemma":[0.9915848,4.5975742e-7,0.004628133,0.0005176938,0.00022454155,0.0028652227,9.1577095e-7,0.000016596232,0.00016163156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973965,0.00040060203,0.00073931756,0.00025108046,0.00076309807,0.000449379],"domain_scores_gemma":[0.99743706,0.0001633838,0.0009937732,0.00070216594,0.00047228983,0.00023132801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014360319,0.00024903243,0.0004301215,0.000109173336,0.00021286335,0.00042435213,0.0016339722,0.000054561537,0.000010918129],"category_scores_gemma":[0.00013825038,0.00013991147,0.00020731558,0.00027935967,0.00008529451,0.000374465,0.00006455063,0.00030496545,0.000022259921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019729196,0.003446685,0.12529694,0.00048382772,0.004699097,0.0007820131,0.0034723212,0.050397504,0.0009095711,0.45041057,0.0075168284,0.35061172],"study_design_scores_gemma":[0.03008348,0.0021836918,0.05129172,0.0005055731,0.00021060374,0.00060974364,0.00088512315,0.82444596,0.000069722824,0.0019990238,0.086964086,0.0007512733],"about_ca_topic_score_codex":0.000015385729,"about_ca_topic_score_gemma":0.00007950401,"teacher_disagreement_score":0.99136233,"about_ca_system_score_codex":0.00014264659,"about_ca_system_score_gemma":0.00014498745,"threshold_uncertainty_score":0.5705424},"labels":[],"label_agreement":null},{"id":"W2119466796","doi":"10.1111/j.1934-6093.2003.tb00163.x","title":"DYNAMIC SLIDING MANIFOLDS FOR REALIZATION OF HIGH INDEX DIFFERENTIAL‐ALGEBRAIC SYSTEMS","year":2003,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; HEC Montréal","funders":"","keywords":"Control theory (sociology); Controllability; Realization (probability); Nonlinear system; Robustness (evolution); Mathematics; Observability; State space; Differential algebraic equation; Manifold (fluid mechanics); Computer science; Applied mathematics; Differential equation; Ordinary differential equation; Mathematical analysis; Engineering; Control (management)","score_opus":0.02391186929236995,"score_gpt":0.31204122646719673,"score_spread":0.2881293571748268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119466796","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043339003,0.00009954084,0.95485663,0.000135529,0.0008379896,0.00050625595,0.000020041483,0.000014605037,0.00019040742],"genre_scores_gemma":[0.97713566,0.000006740125,0.02261703,0.000011163861,0.00007926875,0.00001756289,0.0000027580816,0.00004017348,0.00008964589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99775136,0.00044312602,0.0010874543,0.00012036352,0.00036770254,0.00023001996],"domain_scores_gemma":[0.9971588,0.0007070762,0.0013617246,0.00021271619,0.000442909,0.00011674925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079391676,0.0001663455,0.00069892046,0.00023748157,0.00007357821,0.000043821598,0.00020153423,0.00011180283,0.00005257485],"category_scores_gemma":[0.0019421972,0.00013811831,0.00027385884,0.00018097476,0.000027274089,0.00014991465,0.0000076099454,0.0001485502,0.0000010851527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017562613,0.00024005452,0.00051720155,0.0003055331,0.00047700966,0.0000044199105,0.00027370258,0.000176816,0.007573602,0.98273855,0.000079186684,0.0074382713],"study_design_scores_gemma":[0.0051394864,0.00056395965,0.0018727278,0.00033088043,0.0006264021,0.00007864123,0.00041841643,0.005430365,0.00084170315,0.9843162,0.00016082318,0.00022043617],"about_ca_topic_score_codex":0.0000042501924,"about_ca_topic_score_gemma":0.000004464773,"teacher_disagreement_score":0.93379664,"about_ca_system_score_codex":0.00008125636,"about_ca_system_score_gemma":0.000077378354,"threshold_uncertainty_score":0.5632301},"labels":[],"label_agreement":null},{"id":"W2147457047","doi":"10.1111/j.1934-6093.2003.tb00162.x","title":"FREQUENCY DOMAIN ANALYSIS OF FAST AND SLOW MOTIONS IN SLIDING MODES","year":2003,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Relay; Control theory (sociology); Frequency domain; Time domain; LTI system theory; Mode (computer interface); Invariant (physics); Computer science; Mathematics; Engineering; Physics; Linear system; Mathematical analysis; Control (management); Artificial intelligence","score_opus":0.006703851595430497,"score_gpt":0.20606167412036866,"score_spread":0.19935782252493817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147457047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54570204,0.0027524068,0.44433385,0.00018394433,0.00014857049,0.0001437849,0.00002272494,0.000014701914,0.0066979635],"genre_scores_gemma":[0.99530584,0.000020074358,0.004586975,0.000009170631,0.00005033314,0.000001947451,4.1124517e-7,0.000014990032,0.000010254834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988518,0.00012848109,0.00061498996,0.000072599345,0.00016459935,0.00016753959],"domain_scores_gemma":[0.9994127,0.000076445314,0.00019548819,0.00011163067,0.0001122219,0.000091501395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005287681,0.000121786055,0.0006019158,0.0006401876,0.0000195762,0.000017544378,0.000097125216,0.00005637856,0.000016995305],"category_scores_gemma":[0.00011945305,0.000108008935,0.00017792678,0.00042070774,0.000024157553,0.00019197918,0.0000028359968,0.00017727776,8.7818677e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098997676,0.00025754637,0.2929056,0.00015206204,0.012007442,0.00044354226,0.0059540467,0.39674023,0.22066951,0.057892647,0.00010676479,0.0127716055],"study_design_scores_gemma":[0.022427786,0.0006652729,0.45546767,0.000790115,0.004449548,0.00044821462,0.01215334,0.49067354,0.00142586,0.009759519,0.00053935923,0.001199796],"about_ca_topic_score_codex":0.0000043610744,"about_ca_topic_score_gemma":0.00004713407,"teacher_disagreement_score":0.4496038,"about_ca_system_score_codex":0.00005717212,"about_ca_system_score_gemma":0.000028460625,"threshold_uncertainty_score":0.44044766},"labels":[],"label_agreement":null},{"id":"W2152788007","doi":"10.1111/j.1934-6093.2004.tb00180.x","title":"THE PERFORMANCE OF DISCRETE LINEAR TIME VARYING CONTROL OF LINEAR PERIODIC PLANTS","year":2004,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Control Systems and Identification","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Control theory (sociology); Discrete time and continuous time; Control (management); Time domain; Disturbance (geology); Frequency domain; Time complexity; Engineering; Mathematics; Computer science; Algorithm; Statistics; Mathematical analysis","score_opus":0.003802529996007688,"score_gpt":0.1905649590063395,"score_spread":0.1867624290103318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152788007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96000606,0.0039964053,0.033314425,0.0007883707,0.00069347373,0.00040926418,0.000046938407,0.000028060571,0.0007169892],"genre_scores_gemma":[0.999415,0.000108890796,0.00009474431,0.000010459976,0.00030206653,0.0000037176726,0.00000106834,0.000020243571,0.000043831697],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985057,0.00004914723,0.00088277075,0.00006719747,0.0002969443,0.00019824415],"domain_scores_gemma":[0.9989532,0.000081121405,0.00048813075,0.0002048085,0.00019502646,0.000077668556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006033479,0.00013044495,0.00045426027,0.000097221935,0.00009107789,0.000023900988,0.0002607858,0.000059314494,0.000014942979],"category_scores_gemma":[0.000063510444,0.00009072223,0.00018996844,0.00008107013,0.0000582332,0.00021317859,0.0000056253853,0.00020244779,0.000015981612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001791817,0.00011884446,0.0054523577,0.0003791889,0.0018051533,0.000035905552,0.0029118657,0.39380178,0.55684066,0.00040702103,0.00022905922,0.036226332],"study_design_scores_gemma":[0.04362379,0.002231289,0.044039518,0.0022580123,0.00077845855,0.0005725415,0.0008318963,0.85860723,0.037687227,0.0002667084,0.008240184,0.0008631326],"about_ca_topic_score_codex":0.0000063967486,"about_ca_topic_score_gemma":0.0000027441451,"teacher_disagreement_score":0.5191534,"about_ca_system_score_codex":0.000040011935,"about_ca_system_score_gemma":0.00006643252,"threshold_uncertainty_score":0.3699545},"labels":[],"label_agreement":null},{"id":"W2153071532","doi":"10.1002/asjc.728","title":"Intermittent Impulsive Synchronization of Hyperchaos with Application to Secure Communication","year":2013,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Synchronization (alternating current); Secure communication; Encryption; Control theory (sociology); CHAOS (operating system); Key space; Computer science; Chaotic; Key (lock); Scheme (mathematics); Cipher; SIGNAL (programming language); Communications system; Cryptography; Mathematics; Control (management); Computer network; Algorithm; Computer security; Channel (broadcasting)","score_opus":0.0016668322684066804,"score_gpt":0.19183145708214513,"score_spread":0.19016462481373844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153071532","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11528527,0.00008460993,0.87968385,0.0030839774,0.00004064217,0.0005804009,0.000008641223,0.000005880008,0.0012267347],"genre_scores_gemma":[0.99844337,0.0000020852665,0.0011822521,0.00009552181,0.0001818761,0.00003510908,0.000014599814,0.000014630763,0.000030583717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99908113,0.0000795377,0.00044253014,0.00008856858,0.00018559344,0.0001226302],"domain_scores_gemma":[0.99825877,0.00003869836,0.0005616682,0.00022563801,0.0008174827,0.00009771531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013751368,0.000110819914,0.0002694701,0.00010644019,0.000050847848,0.00003536837,0.00021569,0.000029178205,0.00015957837],"category_scores_gemma":[0.000012478281,0.00008467369,0.00007766333,0.0001587714,0.00003332921,0.000296782,0.000016207545,0.00012542646,0.000020431838],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028353572,0.00035195428,0.074406624,0.000035325353,0.00053987326,0.0000013016127,0.0039178873,0.0066722617,0.014917498,0.01302856,0.0009002329,0.8849449],"study_design_scores_gemma":[0.05797152,0.008914464,0.62131596,0.0025909888,0.002200189,0.00023934875,0.030188944,0.19513,0.015803786,0.052794315,0.009954472,0.0028959874],"about_ca_topic_score_codex":0.00004696958,"about_ca_topic_score_gemma":0.0000063694206,"teacher_disagreement_score":0.8831581,"about_ca_system_score_codex":0.00004092321,"about_ca_system_score_gemma":0.00007616135,"threshold_uncertainty_score":0.3452893},"labels":[],"label_agreement":null},{"id":"W2155462480","doi":"10.1111/j.1934-6093.2006.tb00285.x","title":"A SURVEY ON THE CONTROL OF FLEXIBLE JOINT ROBOTS","year":2006,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec","funders":"","keywords":"Joint (building); Robot; Robotics; Control (management); Artificial intelligence; Engineering; Computer science; Control engineering; Civil engineering","score_opus":0.00939481285527234,"score_gpt":0.1904529179022596,"score_spread":0.18105810504698727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155462480","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11107522,0.004333662,0.8503136,0.0066626696,0.0031034146,0.0010442843,0.0001625843,0.00010187879,0.02320269],"genre_scores_gemma":[0.9994016,0.0000044102308,0.000025079707,0.00012392054,0.00030132433,0.0000053262384,7.8766305e-7,0.000025392612,0.000112144044],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983461,0.00018622664,0.00078562653,0.00007437751,0.00036072696,0.00024695828],"domain_scores_gemma":[0.9989001,0.00027886272,0.0003288804,0.00021323065,0.00019182115,0.0000871169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379816,0.00015710686,0.00055706996,0.00008940168,0.00003371725,0.000039472507,0.00027446565,0.00007514205,0.00005095706],"category_scores_gemma":[0.000095518124,0.00009947737,0.0002725913,0.00011170131,0.000025017627,0.000063828695,0.0000048304187,0.00027123443,0.000015224363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018200978,0.00066428346,0.0076252595,0.00010506711,0.0032951238,0.0002409263,0.00028825164,0.6926425,0.047978792,0.17345616,0.022744745,0.049138814],"study_design_scores_gemma":[0.033702184,0.0031879104,0.44582832,0.0008651556,0.00060325564,0.00020460822,0.00033425674,0.49335802,0.001892233,0.013403893,0.0054690787,0.0011511028],"about_ca_topic_score_codex":0.000049841357,"about_ca_topic_score_gemma":0.000040996303,"teacher_disagreement_score":0.8883264,"about_ca_system_score_codex":0.000049954502,"about_ca_system_score_gemma":0.000034841316,"threshold_uncertainty_score":0.40565693},"labels":[],"label_agreement":null},{"id":"W2164698012","doi":"10.1002/asjc.1249","title":"Adaptive Fuzzy Descriptor Sliding Mode Observer‐based Sensor Fault Estimation for Uncertain Nonlinear Systems","year":2015,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Nonlinear system; Lipschitz continuity; Observer (physics); Fuzzy logic; Bounded function; Convergence (economics); Mathematics; Fault (geology); Mode (computer interface); Computer science; Artificial intelligence","score_opus":0.03366678754733807,"score_gpt":0.25710902978281336,"score_spread":0.2234422422354753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164698012","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023831006,0.000933052,0.9697589,0.00046108334,0.0032190094,0.0008170845,0.000077009754,0.00014835068,0.0007544626],"genre_scores_gemma":[0.99354744,0.0000012564706,0.0055042417,0.00005531189,0.0007315133,0.000042522293,0.000003809381,0.000046570756,0.0000673617],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99840814,0.00012799476,0.00070875854,0.0001152171,0.00035327888,0.00028659403],"domain_scores_gemma":[0.99864733,0.0001138659,0.0003015195,0.00014936374,0.0005062265,0.00028171187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064741605,0.00021015949,0.0005132797,0.00018055346,0.0000623515,0.00011123517,0.00016383413,0.00012303154,0.0000020662555],"category_scores_gemma":[0.00025234613,0.00018575072,0.00021688803,0.00012881104,0.000013239832,0.00031662904,0.000002871566,0.00020954497,0.0000126473005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049474044,0.000022319657,0.00005435377,0.00006851403,0.00021465994,0.00002169064,0.0003112742,0.9903343,0.0037697332,0.00017830713,0.0010735198,0.0034566075],"study_design_scores_gemma":[0.006531549,0.0004159964,0.000018706349,0.00017241618,0.00010179894,0.00008630998,0.0014022386,0.98733217,0.00040568187,0.00006930589,0.003274477,0.0001893319],"about_ca_topic_score_codex":0.000019816076,"about_ca_topic_score_gemma":0.000009982893,"teacher_disagreement_score":0.9697164,"about_ca_system_score_codex":0.00028708813,"about_ca_system_score_gemma":0.00012717271,"threshold_uncertainty_score":0.7574694},"labels":[],"label_agreement":null},{"id":"W2167518643","doi":"10.1111/j.1934-6093.2003.tb00128.x","title":"Robust <i>H</i><sub>∞</sub> Filtering For Uncertain Stochastic Time‐Delay Systems","year":2003,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Bounded function; Linear matrix inequality; Filtering problem; Norm (philosophy); Filter (signal processing); Mathematics; State (computer science); Mathematical optimization; Stability (learning theory); Robust control; Filter design; Computer science; Engineering; Algorithm; Control system; Control (management)","score_opus":0.011790371249350803,"score_gpt":0.1903958672896378,"score_spread":0.178605496040287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167518643","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024281792,0.003528871,0.9667535,0.00020037322,0.0022696634,0.00088597334,0.000042929663,0.00009908002,0.0019378088],"genre_scores_gemma":[0.9988466,0.000006853671,0.0003886397,0.00005029091,0.0005475944,0.000059298836,0.0000015654864,0.00006161914,0.000037536396],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99785864,0.00016110644,0.00096980034,0.00016957372,0.00033481763,0.0005060308],"domain_scores_gemma":[0.9984988,0.00040268135,0.00029593863,0.00026178674,0.00029837037,0.00024242094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011883704,0.00029339315,0.0007764955,0.00017461441,0.00009553321,0.00012239597,0.00027478137,0.00014025121,0.000013374049],"category_scores_gemma":[0.00033705836,0.00026651396,0.00034753056,0.00014635273,0.00003931488,0.00021949671,0.0000048374704,0.0002784247,0.000021918504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020058264,0.000036189605,0.000036586305,0.00017566148,0.00049033295,0.000043162403,0.00028615663,0.94433254,0.047476884,0.00085603213,0.0009564854,0.0051094126],"study_design_scores_gemma":[0.030002981,0.001981455,0.0002046512,0.0017290764,0.0010465067,0.0028652376,0.0025863599,0.92377925,0.0059341323,0.0015238796,0.026298298,0.0020481984],"about_ca_topic_score_codex":0.0000016788972,"about_ca_topic_score_gemma":0.0000038974995,"teacher_disagreement_score":0.9745648,"about_ca_system_score_codex":0.00017718214,"about_ca_system_score_gemma":0.000108766355,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W2312042593","doi":"10.1002/asjc.1277","title":"An Iterative Algebraic Geometric Approach for Identification of Switched ARX Models with Noise","year":2016,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Control Systems and Identification","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Decoupling (probability); Polynomial; Algebraic number; Multiplicative function; Algorithm; Mathematics; Identification (biology); Computer science; System identification; Iterative method; Polynomial regression; Mathematical optimization; Control theory (sociology); Regression; Artificial intelligence; Data modeling; Engineering; Control engineering","score_opus":0.008087564954426108,"score_gpt":0.20303286356139763,"score_spread":0.19494529860697152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312042593","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061614156,0.00034002974,0.93713444,0.00018315093,0.00012276538,0.0004073662,0.000025737605,0.00001789307,0.00015444789],"genre_scores_gemma":[0.99843967,0.000009012157,0.0012432692,0.0000056904587,0.0001781612,0.000038432267,0.000003319169,0.000025425532,0.000057003],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987833,0.0000474896,0.0006895195,0.000112374706,0.00021976889,0.00014753081],"domain_scores_gemma":[0.99864495,0.00006305676,0.0004753551,0.0002184862,0.0005066998,0.00009142881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005917667,0.00011980244,0.00034597836,0.00036942956,0.000030691677,0.000052870266,0.00018454509,0.000054353695,0.0000047250664],"category_scores_gemma":[0.000051244686,0.00007621615,0.00011093354,0.00022023475,0.000022019134,0.00077190547,0.0000018451581,0.000062288585,0.0000013802475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078113977,0.00023617319,0.0009601376,0.00019588495,0.0008245619,0.0000030414096,0.0015026822,0.06563639,0.825271,0.003999339,0.00031485368,0.10027478],"study_design_scores_gemma":[0.02930363,0.001962079,0.047251824,0.0004472733,0.0008483649,0.00016730632,0.0014023255,0.86230636,0.049335025,0.0057390495,0.00035524796,0.00088150887],"about_ca_topic_score_codex":0.0000014703547,"about_ca_topic_score_gemma":0.0000018060093,"teacher_disagreement_score":0.9368255,"about_ca_system_score_codex":0.0000534504,"about_ca_system_score_gemma":0.000033636472,"threshold_uncertainty_score":0.31080043},"labels":[],"label_agreement":null},{"id":"W2558658794","doi":"10.1002/asjc.1305","title":"A Receding Horizon Sliding Controller for Automotive Engine Coldstart: Design and Hardware‐in‐the‐Loop Testing With an Echo State Network High‐Fidelity Model","year":2016,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Model predictive control; Controller (irrigation); SPARK (programming language); Optimal control; Engineering; Control engineering; Hardware-in-the-loop simulation; High fidelity; Computer science; Control (management); Mathematical optimization; Mathematics","score_opus":0.02383999244386958,"score_gpt":0.23531656039119495,"score_spread":0.21147656794732536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558658794","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04145254,0.00018711748,0.9535297,0.00397881,0.00017449811,0.0006201191,0.0000023833143,0.000035183013,0.000019650688],"genre_scores_gemma":[0.83053356,0.000010127292,0.16877209,0.0002590231,0.00038206275,0.000013519836,1.03646926e-7,0.000017322276,0.0000121760995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99767417,0.00040126202,0.0006386035,0.0003246307,0.00034526654,0.0006160613],"domain_scores_gemma":[0.9966408,0.0017661854,0.0006096948,0.00022587691,0.000557263,0.00020018822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003297915,0.00023821268,0.0005240099,0.00011660458,0.00028033138,0.00028964345,0.0006882779,0.000056978293,4.4229296e-7],"category_scores_gemma":[0.000329135,0.00012545094,0.00008229858,0.00032461176,0.00004185314,0.0009350709,0.000050906845,0.00029441295,2.3390992e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009608598,0.000059009773,0.0008989042,0.00001599258,0.000120760225,0.00014271894,0.0007005458,0.7723876,0.0013080707,0.0015818259,0.0002767982,0.22154687],"study_design_scores_gemma":[0.005841835,0.0023390753,0.0007069745,0.0004639962,0.000036442994,0.00016027094,0.000049704937,0.9801328,0.000090175476,0.009949046,0.000027554845,0.00020210633],"about_ca_topic_score_codex":0.0000036861297,"about_ca_topic_score_gemma":0.000007255871,"teacher_disagreement_score":0.78908104,"about_ca_system_score_codex":0.00006205519,"about_ca_system_score_gemma":0.00014397886,"threshold_uncertainty_score":0.5115741},"labels":[],"label_agreement":null},{"id":"W2560549321","doi":"10.1002/asjc.1423","title":"Parameter Identification and Adaptive Control Of Carbon Nanotube Resonators","year":2016,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Nonlinear system; Added mass; Galerkin method; Vibration; Parametric statistics; Controller (irrigation); Resonator; Adaptive control; Carbon nanotube; Chaotic; Computer science; Materials science; Physics; Mathematics; Nanotechnology; Acoustics","score_opus":0.00661004940386126,"score_gpt":0.21685506637141375,"score_spread":0.2102450169675525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560549321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7219392,0.00048718046,0.2704999,0.004143751,0.00030029693,0.00030749876,0.000059691705,0.0000069794683,0.0022554907],"genre_scores_gemma":[0.99957085,0.0000037634643,0.00014209877,0.0000399625,0.00014546419,0.0000037169264,1.4823877e-7,0.000008841933,0.00008514766],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886644,0.00010669063,0.00052094145,0.00011081106,0.00023265419,0.00016248257],"domain_scores_gemma":[0.9987286,0.00035654593,0.00042688427,0.00011404759,0.00020482126,0.00016911521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598028,0.00010540033,0.00034071566,0.00006409627,0.000023672805,0.00001422587,0.0001259883,0.000042577132,0.000092735805],"category_scores_gemma":[0.0001289791,0.00006149393,0.00014496934,0.000057229372,0.0000825272,0.00010957484,0.00000980448,0.00011074586,0.0000031360628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017003535,0.00026486858,0.045383185,0.000014610015,0.00086159544,0.000015507705,0.00020498669,0.00000502867,0.051290177,0.34285042,0.00012116141,0.5572881],"study_design_scores_gemma":[0.060423102,0.005301828,0.13977677,0.0012681857,0.001963641,0.00005675062,0.0017899428,0.00431426,0.11400575,0.65897167,0.010607429,0.0015206969],"about_ca_topic_score_codex":0.0000048509683,"about_ca_topic_score_gemma":3.5702976e-7,"teacher_disagreement_score":0.5557674,"about_ca_system_score_codex":0.000012431861,"about_ca_system_score_gemma":0.00004611052,"threshold_uncertainty_score":0.25076497},"labels":[],"label_agreement":null},{"id":"W2588044151","doi":"10.1002/asjc.1479","title":"Mixing Adaptive Fault Tolerant Control of Quadrotor UAV","year":2017,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Fault tolerance; Controller (irrigation); Scheme (mathematics); Control engineering; Adaptive control; Fault (geology); Computer science; Range (aeronautics); Stability (learning theory); Set (abstract data type); Mixing (physics); Engineering; Control (management); Mathematics; Artificial intelligence; Distributed computing","score_opus":0.012238206145772047,"score_gpt":0.23253229253646404,"score_spread":0.220294086390692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588044151","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061271917,0.0046526613,0.91378707,0.0020928998,0.003344188,0.0012730334,0.00015888328,0.000096393436,0.013322968],"genre_scores_gemma":[0.9976404,0.0000105831805,0.0010443449,0.000055350632,0.0011106237,0.000010082494,3.4645086e-7,0.00005766558,0.0000706584],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977654,0.00012627104,0.0011037417,0.00014033934,0.0004795881,0.00038461928],"domain_scores_gemma":[0.9973282,0.00017916858,0.0011741383,0.00050599384,0.000573286,0.00023921792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075668894,0.0002910672,0.0011150662,0.0001828495,0.00013444967,0.00009103933,0.00075488025,0.00013789073,0.00004034463],"category_scores_gemma":[0.00036729616,0.00024933182,0.00044239475,0.00004324301,0.00012961616,0.000544454,0.000017488279,0.00043833992,0.000023319653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014776657,0.001062149,0.05311699,0.00094712555,0.02265391,0.004644184,0.008014893,0.18183783,0.35601425,0.010833703,0.00841018,0.33768815],"study_design_scores_gemma":[0.093694754,0.004560616,0.11943716,0.0031952478,0.0018535713,0.0013559952,0.0029078603,0.72841614,0.0066041583,0.001057076,0.03457886,0.0023385338],"about_ca_topic_score_codex":0.000012798677,"about_ca_topic_score_gemma":0.000016143993,"teacher_disagreement_score":0.9363684,"about_ca_system_score_codex":0.00009139797,"about_ca_system_score_gemma":0.00009848156,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2626786463","doi":"10.1002/asjc.1569","title":"Computationally‐Light Non‐Lifted Data‐Driven Norm‐Optimal Iterative Learning Control","year":2017,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China; Alberta Innovates - Technology Futures","keywords":"Iterative learning control; Linearization; Nonlinear system; Computer science; Monotonic function; Norm (philosophy); Convergence (economics); Computational complexity theory; Representation (politics); Mathematical optimization; Iterative method; Control theory (sociology); Process (computing); Mathematics; Algorithm; Control (management); Artificial intelligence; Law","score_opus":0.008617434754288961,"score_gpt":0.2422938658389268,"score_spread":0.23367643108463781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626786463","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069023766,0.0007278787,0.91414833,0.00487841,0.001843021,0.00071922777,0.000100993486,0.0001492464,0.008409103],"genre_scores_gemma":[0.9967451,0.0000046662863,0.0014116836,0.00012213804,0.0013958303,0.000008652531,0.000019073379,0.00006856513,0.00022426575],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99750686,0.00031953838,0.00093624205,0.00025440875,0.00053270545,0.00045022124],"domain_scores_gemma":[0.9972754,0.00023191368,0.0010187892,0.00061641977,0.00061855814,0.00023889838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00092616637,0.0003528037,0.0008901022,0.0002329654,0.0005086928,0.00068666873,0.0012411042,0.00013652365,0.00006536361],"category_scores_gemma":[0.0005828799,0.00031377914,0.00020400462,0.000068880436,0.00009229245,0.0014807584,0.000054106764,0.0009924547,0.00009679001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059285626,0.000074232026,0.029803041,0.00007248155,0.0027986888,0.00069835864,0.00442288,0.9252496,0.015890071,0.00033301048,0.0037639616,0.01630085],"study_design_scores_gemma":[0.0118842535,0.000407343,0.041140508,0.00028047853,0.00020595556,0.00025026576,0.00021141273,0.9300084,0.0000684416,0.000024044397,0.015116872,0.00040201444],"about_ca_topic_score_codex":0.0000036719698,"about_ca_topic_score_gemma":0.000008922858,"teacher_disagreement_score":0.9277214,"about_ca_system_score_codex":0.000114037364,"about_ca_system_score_gemma":0.00011563965,"threshold_uncertainty_score":0.99993145},"labels":[],"label_agreement":null},{"id":"W2745650441","doi":"10.1002/asjc.1635","title":"An E‐HOIM Based Data‐Driven Adaptive TILC of Nonlinear Discrete‐Time Systems for Non‐Repetitive Terminal Point Tracking","year":2017,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Iterative learning control; Nonlinear system; Internal model; Linearization; Terminal (telecommunication); Computer science; Convergence (economics); Adaptive control; Linear system; Mathematics; Control (management); Artificial intelligence","score_opus":0.015064006730138873,"score_gpt":0.2696035754857114,"score_spread":0.25453956875557254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745650441","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066347085,0.00051954656,0.9253511,0.0006119533,0.0016820888,0.0018462011,0.001318458,0.0000816458,0.0022419337],"genre_scores_gemma":[0.9956133,0.0000019554611,0.0029783496,0.00001869861,0.0012267175,0.00001686645,0.000023444933,0.00007203797,0.00004866813],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978562,0.00021805415,0.0009406307,0.00024255345,0.0003735393,0.00036904568],"domain_scores_gemma":[0.9968355,0.00025888847,0.001216461,0.00089103775,0.00059916696,0.0001989957],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012139893,0.00029384877,0.0009721317,0.00019385532,0.00019029221,0.00029051822,0.0011237084,0.00012359698,0.000017091714],"category_scores_gemma":[0.0003785302,0.0002540718,0.00023820037,0.000040432784,0.00010962729,0.0012555133,0.00002437165,0.0003837345,0.000008485422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008847634,0.0008048527,0.022242915,0.0018394599,0.007555665,0.0018507014,0.010748745,0.69218946,0.19925442,0.00085794047,0.0024567004,0.05135153],"study_design_scores_gemma":[0.00585771,0.0012099068,0.0061742933,0.0009953214,0.00025150916,0.00012147977,0.0004770202,0.9833701,0.0005103821,0.0000116644815,0.00074521516,0.00027535643],"about_ca_topic_score_codex":0.000014174167,"about_ca_topic_score_gemma":0.0000095061205,"teacher_disagreement_score":0.92926615,"about_ca_system_score_codex":0.000087811044,"about_ca_system_score_gemma":0.00013186558,"threshold_uncertainty_score":0.9999912},"labels":[],"label_agreement":null},{"id":"W2749296894","doi":"10.1002/asjc.1572","title":"Boundary Stabilization of a Cosserat Elastic Body","year":2017,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Iran National Science Foundation","keywords":"Boundary (topology); Semigroup; Mathematics; Lyapunov function; Invariant (physics); Mathematical analysis; Operator (biology); Boundary value problem; Lyapunov stability; Scheme (mathematics); Stability (learning theory); Control theory (sociology); Control (management); Applied mathematics; Computer science; Physics; Mathematical physics","score_opus":0.00891099270019788,"score_gpt":0.25306068708009394,"score_spread":0.24414969437989606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749296894","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076663615,0.00010723871,0.9906821,0.0006216616,0.0003201903,0.00005870901,6.2618795e-7,0.000011628302,0.0005314589],"genre_scores_gemma":[0.93165904,0.0000032965972,0.06823434,0.00001950858,0.00006597673,8.7305415e-7,3.5359463e-8,0.0000063534976,0.00001057354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999172,0.00002040162,0.0003829374,0.00007271034,0.00022866826,0.00012333029],"domain_scores_gemma":[0.9986765,0.000092550035,0.0005047682,0.0003881399,0.00026037765,0.00007769321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030134612,0.00007318044,0.00023686104,0.000062177154,0.000090052665,0.0001184907,0.00072601944,0.000027119218,0.0000039520023],"category_scores_gemma":[0.00081573887,0.000060787603,0.00007172431,0.000034841654,0.00005117018,0.0007537929,0.000039684026,0.000120809535,0.000002169896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024340968,0.00054332963,0.0029523873,0.00046322387,0.00045965583,0.00027658063,0.0032506401,0.24684979,0.08110604,0.539158,0.00019405627,0.124502905],"study_design_scores_gemma":[0.0026224777,0.00048334672,0.006268923,0.00039517865,0.00005253707,0.00019113862,0.000039192262,0.88700205,0.0020285917,0.100429356,0.00028313397,0.00020409831],"about_ca_topic_score_codex":1.7607707e-7,"about_ca_topic_score_gemma":2.3306761e-7,"teacher_disagreement_score":0.9239927,"about_ca_system_score_codex":0.000022624177,"about_ca_system_score_gemma":0.000077011005,"threshold_uncertainty_score":0.24788465},"labels":[],"label_agreement":null},{"id":"W2750866210","doi":"10.1002/asjc.1642","title":"A Nonsmooth Nonlinear Programming Based Predictive Control for Mechanical Servo Systems with Backlash‐like Hysteresis","year":2017,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Science and Technology Commission of Shanghai Municipality; Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Backlash; Model predictive control; Control theory (sociology); Nonlinear system; Hysteresis; Servomechanism; Stability (learning theory); Servo; Computer science; Control engineering; Engineering; Control (management); Artificial intelligence; Physics; Machine learning","score_opus":0.006632659724991045,"score_gpt":0.21806947495755769,"score_spread":0.21143681523256663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750866210","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007814174,0.00045414257,0.98636436,0.0010976949,0.0013559639,0.0021694016,0.00012337453,0.0001292263,0.00049164484],"genre_scores_gemma":[0.9939138,0.0000011461645,0.004439704,0.00007984218,0.0011687392,0.000179764,0.000003491979,0.00011738508,0.00009608933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99742824,0.00025458683,0.00092100777,0.00025737603,0.0005289793,0.00060978445],"domain_scores_gemma":[0.99695903,0.000366119,0.0010031072,0.00056538597,0.0007909606,0.00031537216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011885935,0.00041225355,0.0011520305,0.00019899706,0.00034396857,0.00064284744,0.00067004986,0.00018920207,0.000008243473],"category_scores_gemma":[0.00031551102,0.0003140847,0.00035160396,0.00006810165,0.00008811965,0.0005749229,0.0000114730055,0.0005227838,0.000009537255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026898023,0.00095116004,0.04261593,0.0036766152,0.018390179,0.0017813458,0.0030823296,0.8259286,0.021257937,0.0018005291,0.003869054,0.049748275],"study_design_scores_gemma":[0.030062513,0.0027965396,0.0022984142,0.001338483,0.0006764042,0.00022425767,0.0003497257,0.9454084,0.00013492588,0.000014332839,0.016192926,0.0005030941],"about_ca_topic_score_codex":0.000007160719,"about_ca_topic_score_gemma":0.000020688301,"teacher_disagreement_score":0.98609966,"about_ca_system_score_codex":0.00015920772,"about_ca_system_score_gemma":0.0001712614,"threshold_uncertainty_score":0.9999311},"labels":[],"label_agreement":null},{"id":"W2801218469","doi":"10.1002/asjc.1774","title":"Unmanned Aerial Vehicles Formation Using Learning Based Model Predictive Control","year":2018,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Flocking (texture); Model predictive control; Computer science; Control engineering; Control (management); Aerodynamics; Control theory (sociology); Artificial intelligence; Engineering; Aerospace engineering","score_opus":0.01496177374414725,"score_gpt":0.24110214153519743,"score_spread":0.22614036779105018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801218469","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012726555,0.00008089411,0.98405474,0.0014998086,0.0007975451,0.00036879923,0.00001867193,0.00007346629,0.0003795074],"genre_scores_gemma":[0.9939339,6.755976e-7,0.0048133815,0.0003348119,0.0008763735,0.000006906668,0.0000017006291,0.000018545676,0.000013660026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99720037,0.0005099164,0.00093075825,0.00022696661,0.00066872203,0.0004632807],"domain_scores_gemma":[0.9970379,0.00012934252,0.001260845,0.0003105917,0.0010160352,0.00024528772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012823887,0.00023680857,0.00054612494,0.00028324677,0.00027614777,0.00031001464,0.0008461272,0.0001229876,0.000007702239],"category_scores_gemma":[0.0003447566,0.00020946753,0.00025722446,0.0002462807,0.000090395544,0.0018381717,0.000030811472,0.00033908515,0.000019809135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022614251,0.00020949222,0.0012881845,0.00003317767,0.00053599494,0.0001007878,0.0022332005,0.9257099,0.046881367,0.0026265502,0.0005753655,0.017544523],"study_design_scores_gemma":[0.011932372,0.00072890945,0.00049359165,0.000118017706,0.00010666164,0.00009057353,0.00011228332,0.9847302,0.00085711025,0.00042884043,0.0002146297,0.00018682654],"about_ca_topic_score_codex":0.0000041656563,"about_ca_topic_score_gemma":0.0000034715451,"teacher_disagreement_score":0.9812074,"about_ca_system_score_codex":0.00021793763,"about_ca_system_score_gemma":0.00036876023,"threshold_uncertainty_score":0.8541838},"labels":[],"label_agreement":null},{"id":"W2900558184","doi":"10.1002/asjc.1932","title":"Sliding Mode Differentiator Based Tracking Control of Uncertain Nonlinear Systems with Application to Hypersonic Flight","year":2018,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"China Postdoctoral Science Foundation","keywords":"Differentiator; Control theory (sociology); Nonlinear system; Hypersonic flight; Hypersonic speed; Tracking error; Sliding mode control; Range (aeronautics); Variable structure control; Convergence (economics); Trajectory; Computer science; Engineering; Control (management); Aerospace engineering; Physics","score_opus":0.0075368110969014435,"score_gpt":0.22400057664449952,"score_spread":0.21646376554759808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900558184","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05504094,0.00058202783,0.94236207,0.00042246838,0.00046279345,0.000711974,0.000046528596,0.000058782494,0.00031243704],"genre_scores_gemma":[0.9959901,0.0000016244016,0.0025002942,0.00007413834,0.0013109094,0.000027474294,0.000002008733,0.00007820315,0.0000152457915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99786067,0.00013776813,0.0009223517,0.00018672083,0.0005136259,0.000378891],"domain_scores_gemma":[0.997937,0.00016785953,0.0005413453,0.00031156722,0.0007747978,0.00026740268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050577923,0.00029484835,0.0008926479,0.0003219402,0.00007029258,0.00006131966,0.0003655007,0.00011160515,0.000010460858],"category_scores_gemma":[0.0000882512,0.00023281592,0.000186479,0.00024623674,0.000048104022,0.00022543097,0.0000060192574,0.00025433855,0.000017778193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004280471,0.00034357142,0.011703899,0.0006189876,0.00313661,0.00013136711,0.002108858,0.56064236,0.39725626,0.0011393898,0.00034519532,0.018293073],"study_design_scores_gemma":[0.008200884,0.0010129639,0.0017137234,0.00059150124,0.0003134287,0.00008747308,0.00045651768,0.9824437,0.0027397978,0.0000064552783,0.0021029334,0.00033065374],"about_ca_topic_score_codex":0.000014122092,"about_ca_topic_score_gemma":0.000022672299,"teacher_disagreement_score":0.94094914,"about_ca_system_score_codex":0.00017217823,"about_ca_system_score_gemma":0.00012768703,"threshold_uncertainty_score":0.9493958},"labels":[],"label_agreement":null},{"id":"W2901127640","doi":"10.1002/asjc.1974","title":"Optimal Controller Design with Communication Delay for Solid Oxide Fuel Cell","year":2018,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Controller (irrigation); Nonlinear system; Control theory (sociology); Computer science; Solid oxide fuel cell; Control engineering; State (computer science); Control (management); SIGNAL (programming language); Distributed computing; Engineering; Algorithm","score_opus":0.006543135562216177,"score_gpt":0.21502253085131173,"score_spread":0.20847939528909556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901127640","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012363943,0.001391479,0.99465173,0.0002858977,0.00013327402,0.0006756696,0.000006374555,0.000056551544,0.0015626296],"genre_scores_gemma":[0.87009245,0.000029789242,0.12937337,0.00007930593,0.00026786132,0.00004185744,0.0000013705667,0.00005585669,0.000058120953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871224,0.000109653505,0.0006006656,0.00009827041,0.00019125688,0.00028791142],"domain_scores_gemma":[0.99835145,0.00020874146,0.00039975828,0.0002394248,0.0006717751,0.00012886705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053086766,0.00019414329,0.00047019817,0.00013048036,0.000090761714,0.00005739454,0.00029467724,0.00008784056,0.00001098439],"category_scores_gemma":[0.000068453235,0.0001587406,0.000112484355,0.00009903458,0.00006439113,0.0004232958,0.000005807246,0.00018010128,0.000009634201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014564777,0.000031174535,0.000045053646,0.000034160683,0.0003038275,0.0000069347657,0.00039951762,0.98760927,0.0071798144,0.00013380156,0.0007560417,0.0020439017],"study_design_scores_gemma":[0.025756788,0.0017189103,0.00015832913,0.00017587755,0.00035580285,0.00023254963,0.0003772011,0.96218836,0.0029009974,0.00056870177,0.0051428867,0.0004235807],"about_ca_topic_score_codex":6.841217e-7,"about_ca_topic_score_gemma":0.0000037879877,"teacher_disagreement_score":0.8688561,"about_ca_system_score_codex":0.000088959394,"about_ca_system_score_gemma":0.0000557174,"threshold_uncertainty_score":0.64732534},"labels":[],"label_agreement":null},{"id":"W2938273225","doi":"10.1002/asjc.2099","title":"Second order sliding mode control with MARS speed estimation of linear induction motors considering unknown longitudinal end effects","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Control theory (sociology); Linear induction motor; Nonlinear system; Mars Exploration Program; Controller (irrigation); Loop (graph theory); Sliding mode control; Induction motor; Scheme (mathematics); Engineering; Computer science; Control engineering; Voltage; Control (management); Mathematics; Physics; Artificial intelligence","score_opus":0.004375995515057204,"score_gpt":0.20108493962239438,"score_spread":0.19670894410733716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938273225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9012023,0.0003752963,0.09594624,0.00013237768,0.00077883067,0.00067105837,0.000006387386,0.000057333902,0.0008301398],"genre_scores_gemma":[0.9966237,0.000007054754,0.0029530493,0.000035614474,0.0002621331,0.000004911378,0.0000016237947,0.00007286187,0.00003906522],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99792963,0.00012038933,0.00084159285,0.00019576329,0.00049104553,0.0004215577],"domain_scores_gemma":[0.99818665,0.00041550244,0.0005948203,0.0002464554,0.00037518286,0.00018136589],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043408645,0.00033908407,0.0009391807,0.00050320255,0.00005088673,0.00004603656,0.00019029075,0.00015376988,0.00012360628],"category_scores_gemma":[0.00022311427,0.0002957389,0.00017702875,0.0003254755,0.00004481912,0.0005656762,0.00000662289,0.000537078,0.000012147097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094590173,0.0000591894,0.008979243,0.00031728516,0.0014461781,0.000119683806,0.00041425388,0.8652564,0.10875243,0.0003780606,0.00006425785,0.013267084],"study_design_scores_gemma":[0.025197012,0.0016584154,0.019496018,0.0007038867,0.00070286106,0.00084866304,0.00016177852,0.9192168,0.030936347,0.00019473002,0.00021814923,0.00066533923],"about_ca_topic_score_codex":0.0000056131867,"about_ca_topic_score_gemma":0.000008867106,"teacher_disagreement_score":0.095421344,"about_ca_system_score_codex":0.0001558241,"about_ca_system_score_gemma":0.00011653904,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W2963097206","doi":"10.1002/asjc.2165","title":"Distributed accelerating of quantized second‐order consensus with bounded input","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Bounded function; Convergence (economics); Lyapunov function; Control theory (sociology); Adjacency matrix; Mathematics; Graph; Directed graph; Consensus; Strongly connected component; Position (finance); Computer science; Topology (electrical circuits); Multi-agent system; Control (management); Discrete mathematics; Combinatorics; Mathematical analysis; Nonlinear system","score_opus":0.010042918763820323,"score_gpt":0.2223869245994567,"score_spread":0.21234400583563637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963097206","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32946247,0.00030645452,0.662484,0.0033663015,0.0008884091,0.000736269,0.00008710956,0.000058758862,0.002610271],"genre_scores_gemma":[0.99262255,9.800568e-7,0.006989194,0.00016814518,0.00009464536,0.0000047923945,0.0000044684334,0.000018962337,0.000096261334],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969731,0.0003439602,0.0012472515,0.00028383106,0.00069744926,0.00045439252],"domain_scores_gemma":[0.99578804,0.00032853702,0.00185695,0.0006196765,0.0011830291,0.0002237519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009779243,0.00027531016,0.0009881501,0.0002040338,0.00007629258,0.00025478148,0.0011063329,0.000106435225,0.000084315],"category_scores_gemma":[0.0002448733,0.00020993223,0.00022226233,0.0005087875,0.00008229455,0.00050958066,0.000052872845,0.00036856497,0.00002954421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011768786,0.003157994,0.27179784,0.0012848008,0.014696586,0.0036484187,0.008837471,0.017995594,0.32614768,0.25644544,0.012350429,0.07186896],"study_design_scores_gemma":[0.26462868,0.012272475,0.12379088,0.00334685,0.0011436904,0.007981324,0.0047771106,0.527545,0.016986188,0.005790445,0.027436292,0.004301082],"about_ca_topic_score_codex":0.000008841858,"about_ca_topic_score_gemma":0.000014768682,"teacher_disagreement_score":0.6631601,"about_ca_system_score_codex":0.00007592276,"about_ca_system_score_gemma":0.0005433601,"threshold_uncertainty_score":0.8560788},"labels":[],"label_agreement":null},{"id":"W2964506655","doi":"10.1002/asjc.2185","title":"Fixed‐time synchronization for complex‐valued BAM neural networks with time delays","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Settling time; Control theory (sociology); Synchronization (alternating current); Artificial neural network; Nonlinear system; Computer science; Controller (irrigation); Stability (learning theory); Content-addressable memory; Mathematics; Control (management); Control engineering; Engineering; Artificial intelligence","score_opus":0.005422244528843909,"score_gpt":0.19889519669565792,"score_spread":0.193472952166814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964506655","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070425346,0.00012247289,0.98876333,0.002797734,0.00032681486,0.0005931263,0.0000038073154,0.000042835825,0.00030736267],"genre_scores_gemma":[0.9856579,0.0000019431436,0.013235985,0.0005620387,0.00037432945,0.0000049169757,0.000009560747,0.000020649966,0.00013272086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983199,0.00020003672,0.0005373639,0.00024486822,0.0003372177,0.00036059934],"domain_scores_gemma":[0.99825877,0.00020642714,0.0005406196,0.00033925715,0.0005062529,0.00014870161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005372033,0.00019147694,0.00043908643,0.00009721272,0.00013082128,0.00019798575,0.0006372353,0.000084438645,0.00012842666],"category_scores_gemma":[0.00004613606,0.0001488972,0.00015097766,0.0003201923,0.00004834618,0.00094206276,0.000033623623,0.00020978505,0.00003190667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007934827,0.00016724212,0.003873696,0.00004488645,0.00023905381,0.00003544424,0.00036958244,0.908014,0.0011318086,0.0032442992,0.0033132464,0.07877327],"study_design_scores_gemma":[0.0031265232,0.0012588737,0.0014836794,0.000045480523,0.000043975622,0.00017232416,0.000008738635,0.99289507,0.000016607984,0.0003421394,0.00042950202,0.0001771153],"about_ca_topic_score_codex":6.871448e-7,"about_ca_topic_score_gemma":0.0000018561716,"teacher_disagreement_score":0.97861534,"about_ca_system_score_codex":0.00007828877,"about_ca_system_score_gemma":0.00010839186,"threshold_uncertainty_score":0.6071852},"labels":[],"label_agreement":null},{"id":"W2972327757","doi":"10.1002/asjc.2229","title":"Adaptive steering‐based HDTC algorithm for PMSM","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Control theory (sociology); Direct torque control; Torque; Stator; Stall torque; Rotor (electric); Inertia; Harmonics; Vector control; Computer science; Voltage; Engineering; Physics; Induction motor; Control (management)","score_opus":0.004386059810213992,"score_gpt":0.1856017888980987,"score_spread":0.1812157290878847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972327757","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012880017,0.0012043184,0.98023933,0.0004302858,0.0014460217,0.0007467572,0.00002365704,0.00008737388,0.002942221],"genre_scores_gemma":[0.9857389,0.000004482206,0.013442469,0.00014794953,0.00047934052,0.000012608522,7.9072794e-7,0.00005938093,0.00011408747],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987204,0.00003500686,0.0004902202,0.00011142194,0.0002738738,0.0003690499],"domain_scores_gemma":[0.9990027,0.00022291942,0.00019986829,0.00018166618,0.00023227357,0.00016057905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092877,0.00020330666,0.00052685867,0.00024001932,0.000024840927,0.000035120775,0.0002493973,0.00009359674,0.00006777596],"category_scores_gemma":[0.000053862826,0.00018664906,0.00031027815,0.00012363626,0.000015366937,0.00018583053,0.0000031683824,0.00026954175,0.00003016769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062661665,0.000089678215,0.00054941187,0.00007752309,0.0014727032,0.00011144263,0.0002731174,0.10007525,0.012541793,0.0006788295,0.0023973968,0.88110626],"study_design_scores_gemma":[0.015059215,0.0012788292,0.0017139503,0.00010628722,0.0001879073,0.000078784826,0.00013474932,0.9667709,0.0020494498,0.000268357,0.011965155,0.00038645344],"about_ca_topic_score_codex":7.079663e-7,"about_ca_topic_score_gemma":6.939443e-7,"teacher_disagreement_score":0.97285885,"about_ca_system_score_codex":0.00011082225,"about_ca_system_score_gemma":0.0000765874,"threshold_uncertainty_score":0.7611328},"labels":[],"label_agreement":null},{"id":"W2996297618","doi":"10.1002/asjc.2265","title":"Event‐based neural network predictive controller application for a distillation column","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Setpoint; Artificial neural network; Control theory (sociology); Model predictive control; Controller (irrigation); Fractionating column; MIMO; Computer science; Cuckoo search; Nonlinear system; Process (computing); Event (particle physics); Control engineering; Engineering; Distillation; Artificial intelligence; Control (management); Machine learning","score_opus":0.002131242332636342,"score_gpt":0.19436728145243312,"score_spread":0.19223603911979678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996297618","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031575577,0.00041423147,0.9934022,0.0003078186,0.0006169191,0.001611419,0.000022263857,0.00006197767,0.00040560713],"genre_scores_gemma":[0.9975543,0.0000021510564,0.001475487,0.000083565494,0.0007000106,0.00010024836,0.000009495873,0.000042003947,0.000032724616],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879366,0.000057608802,0.0005955721,0.00011210184,0.00020204404,0.00023900012],"domain_scores_gemma":[0.9988596,0.00017881971,0.0004184018,0.00013468144,0.00031770437,0.000090833564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030418442,0.00015104306,0.00042204355,0.00007943526,0.00004443836,0.00002974982,0.00012673053,0.0000845906,0.000009806082],"category_scores_gemma":[0.00006400672,0.00014457478,0.00017991425,0.00012125899,0.00001298048,0.00028021497,0.000002663375,0.00013577797,0.000007111933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000611635,0.000010639194,0.0023525099,0.000025365813,0.00012764498,6.527654e-7,0.000034496014,0.98774624,0.001138925,0.00022840124,0.00021953043,0.0075039538],"study_design_scores_gemma":[0.009017362,0.0002932413,0.003420675,0.000050713268,0.0000976884,0.0000094587185,0.000028092993,0.9842872,0.000019993347,0.00047356615,0.0021757614,0.00012622085],"about_ca_topic_score_codex":5.097228e-7,"about_ca_topic_score_gemma":0.000002323883,"teacher_disagreement_score":0.99439675,"about_ca_system_score_codex":0.0001243658,"about_ca_system_score_gemma":0.000035152556,"threshold_uncertainty_score":0.5895588},"labels":[],"label_agreement":null},{"id":"W3010212102","doi":"10.1002/asjc.2277","title":"Finite‐time adaptive fault‐tolerant control for rigid spacecraft attitude tracking","year":2020,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Control theory (sociology); Controller (irrigation); Fault tolerance; Angular velocity; Attitude control; Spacecraft; Inertial frame of reference; Tracking (education); Terminal sliding mode; Actuator; Adaptive control; Time derivative; Upper and lower bounds; Stability (learning theory); Computer science; Engineering; Sliding mode control; Control (management); Control engineering; Mathematics; Nonlinear system; Artificial intelligence; Physics","score_opus":0.017514262774760626,"score_gpt":0.22551270588933395,"score_spread":0.20799844311457333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010212102","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017735814,0.002240973,0.9865859,0.006342424,0.0006386661,0.00096295093,0.00019000839,0.00014219423,0.0011232864],"genre_scores_gemma":[0.9934504,0.000008775049,0.0030713403,0.0007849958,0.0024902546,0.000024286459,0.0000027617232,0.00011065213,0.000056532],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99753106,0.00014394944,0.001096761,0.00022958088,0.00044771977,0.0005509569],"domain_scores_gemma":[0.9976586,0.0006166663,0.00049639435,0.00019087433,0.00055542524,0.00048203807],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005479865,0.00041038942,0.0012266887,0.00015519648,0.00008536519,0.000101342426,0.00045161264,0.00016437542,0.00008353128],"category_scores_gemma":[0.0005040409,0.0003659904,0.00061246974,0.00015577635,0.00005900066,0.00046018232,0.000010443427,0.0005366385,0.00010692297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009027409,0.00028620678,0.0014376554,0.00039266978,0.008774602,0.0016205879,0.005110447,0.82800996,0.06998342,0.0011377484,0.019271944,0.05494737],"study_design_scores_gemma":[0.02207352,0.001604482,0.00083782716,0.00025489417,0.0005223498,0.00017086434,0.00039476386,0.93439656,0.00033384963,0.00011089662,0.038708385,0.0005916154],"about_ca_topic_score_codex":0.000001109598,"about_ca_topic_score_gemma":0.0000035064368,"teacher_disagreement_score":0.9916768,"about_ca_system_score_codex":0.00011112233,"about_ca_system_score_gemma":0.000114206225,"threshold_uncertainty_score":0.9998792},"labels":[],"label_agreement":null},{"id":"W3137127330","doi":"10.1002/asjc.2493","title":"Tensor product‐based model transformation approach to cart position modeling and control in pendulum‐cart systems","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Cart; Control theory (sociology); Inverted pendulum; Position (finance); Pendulum; Compensation (psychology); Nonlinear system; Controller (irrigation); Computer science; Control engineering; Tensor product; Transformation (genetics); System dynamics; Control (management); Engineering; Mathematics; Artificial intelligence; Physics","score_opus":0.013126227159432364,"score_gpt":0.22929237532817626,"score_spread":0.21616614816874388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137127330","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075913416,0.00019761315,0.9820126,0.0087826,0.000072448485,0.0003567819,0.000010313176,0.00001189822,0.00096440024],"genre_scores_gemma":[0.98455405,0.0000020204172,0.014916192,0.00038656162,0.000094389965,0.000028529923,0.000004523599,0.0000070199203,0.0000067151063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987918,0.0001038865,0.00047002322,0.00018685321,0.0002981582,0.00014929],"domain_scores_gemma":[0.9990123,0.000038348404,0.00014354645,0.00017497456,0.00050789426,0.00012295591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041721732,0.00010320846,0.000254805,0.00015642872,0.000072326475,0.00017986956,0.00019057833,0.000028360351,3.5850758e-7],"category_scores_gemma":[0.000017522856,0.000098527256,0.00007207213,0.0002630282,0.000008801736,0.00047223855,0.000008844521,0.00015044911,0.0000016560164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002223771,0.00008982589,0.00004106552,0.000018852801,0.000018470473,0.0000042142233,0.0005658419,0.9493012,0.0023574654,0.044605415,0.0000272945,0.0029481037],"study_design_scores_gemma":[0.0017322702,0.000043008225,0.00038768476,0.00004213966,0.000020877775,0.000094577306,0.00012718722,0.9939082,0.00005546384,0.0034598084,0.00004179338,0.00008698335],"about_ca_topic_score_codex":0.0000054010316,"about_ca_topic_score_gemma":0.000002944123,"teacher_disagreement_score":0.9769627,"about_ca_system_score_codex":0.00004804578,"about_ca_system_score_gemma":0.00024656733,"threshold_uncertainty_score":0.40178248},"labels":[],"label_agreement":null},{"id":"W3138754412","doi":"10.1002/asjc.2494","title":"Tensor product‐based model transformation approach to tower crane systems modeling","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","keywords":"Nonlinear system; Control theory (sociology); Model transformation; Position (finance); Transformation (genetics); Payload (computing); Tower; Nonlinear model; Computer science; Applied mathematics; Control engineering; Mathematics; Engineering; Physics; Artificial intelligence; Control (management)","score_opus":0.01925169658569143,"score_gpt":0.23964650950915348,"score_spread":0.22039481292346205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138754412","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010197242,0.000127603,0.9848443,0.010029727,0.00013013407,0.0002148882,0.0000053822314,0.000018076802,0.0036101418],"genre_scores_gemma":[0.9357478,0.0000010950915,0.06356972,0.00046819172,0.0001466177,0.000015416395,0.0000027644073,0.000006705421,0.000041711413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884844,0.00005225849,0.000431356,0.000160358,0.0003669974,0.00014061638],"domain_scores_gemma":[0.9987058,0.000027917831,0.00014449531,0.00025206868,0.00073471555,0.00013499429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032348162,0.000093401526,0.00020813428,0.00010323034,0.000080744816,0.00018842626,0.0003480949,0.000021485357,0.0000012854605],"category_scores_gemma":[0.000020744585,0.00008322981,0.000113416245,0.00030591004,0.0000062409736,0.00039482687,0.000011224277,0.00012952148,0.0000048536654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011839785,0.00009119044,0.0000022775846,0.000010677344,0.000021501077,0.0000021969233,0.00047562757,0.939075,0.0009070823,0.054187432,0.00015255797,0.005062646],"study_design_scores_gemma":[0.000692887,0.000027593342,0.00001908023,0.000023822042,0.00001677977,0.000059662023,0.000061759594,0.9936422,0.00008437963,0.004872622,0.00040645327,0.00009276629],"about_ca_topic_score_codex":0.0000012326469,"about_ca_topic_score_gemma":3.1394285e-7,"teacher_disagreement_score":0.9347281,"about_ca_system_score_codex":0.000031538257,"about_ca_system_score_gemma":0.00032612163,"threshold_uncertainty_score":0.3394013},"labels":[],"label_agreement":null},{"id":"W3171267576","doi":"10.1002/asjc.2567","title":"Security‐aware optimal actuator placement in vehicle platooning","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Traffic control and management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Platoon; Stackelberg competition; Actuator; Computer security; Computer science; Drone; Stochastic game; Cyber-physical system; Control theory (sociology); Control (management); Artificial intelligence; Mathematics","score_opus":0.0032956763235183076,"score_gpt":0.186259451748535,"score_spread":0.18296377542501668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171267576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9371606,0.0038932967,0.04353557,0.003692367,0.0015832094,0.00035698563,0.000015536272,0.00013320011,0.009629194],"genre_scores_gemma":[0.99937475,0.00003071429,0.0002284761,0.00011934619,0.0001738022,0.0000045606553,8.943044e-7,0.00001778785,0.000049696202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990062,0.00003644241,0.00041116847,0.000085881285,0.0002078127,0.00025248688],"domain_scores_gemma":[0.9996021,0.000039848008,0.00007370116,0.000112490925,0.000062296334,0.00010961168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022279903,0.00012264679,0.00029311198,0.00011431188,0.000023021486,0.000047391455,0.00012583584,0.000043935626,0.00015778904],"category_scores_gemma":[0.000027623306,0.000119475204,0.00011345002,0.00011368853,0.000009443992,0.00016255798,0.00001556118,0.00026492242,0.000010931223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033665547,0.00021774693,0.0014795731,0.0001233542,0.0008574555,0.0032374284,0.0028209472,0.90993506,0.0057089645,0.00088323245,0.0056318766,0.06876769],"study_design_scores_gemma":[0.089548215,0.0013374867,0.06618969,0.0016169182,0.0008479465,0.0011091578,0.022484057,0.56326026,0.0056087454,0.00079061236,0.24493265,0.0022742697],"about_ca_topic_score_codex":6.442582e-7,"about_ca_topic_score_gemma":0.000022236325,"teacher_disagreement_score":0.34667483,"about_ca_system_score_codex":0.00008783706,"about_ca_system_score_gemma":0.000055508546,"threshold_uncertainty_score":0.48720574},"labels":[],"label_agreement":null},{"id":"W3193290787","doi":"10.1002/asjc.2706","title":"Global finite‐time cooperative control for multiple manipulators using integral sliding mode control","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Natural Environment Research Council; Queen's University Belfast; Sight Research UK","keywords":"Control theory (sociology); Backstepping; Integral sliding mode; Robustness (evolution); Sliding mode control; Controller (irrigation); Convergence (economics); Computer science; Variable structure control; Control engineering; Engineering; Adaptive control; Control (management); Nonlinear system; Physics; Artificial intelligence","score_opus":0.015257787600578731,"score_gpt":0.24557871411059623,"score_spread":0.2303209265100175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193290787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032104187,0.0012311916,0.96145815,0.00048049804,0.0016920199,0.0013954644,0.0011792481,0.00011527833,0.00034395402],"genre_scores_gemma":[0.9966907,0.0000017442401,0.0017020626,0.00031950674,0.0010496775,0.000075178315,0.000009012752,0.00010471803,0.000047411446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966748,0.00042595138,0.0013235296,0.00026978977,0.00059725466,0.00070871605],"domain_scores_gemma":[0.99757063,0.0006700351,0.00061681704,0.00026289735,0.0005602699,0.00031935467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010071042,0.00048305385,0.0013370416,0.000266923,0.0003561012,0.00011297603,0.0005667586,0.00012496732,0.000094828814],"category_scores_gemma":[0.0005729026,0.0004623646,0.00065000256,0.0002864751,0.00005395396,0.000453488,0.000029515479,0.00058233936,0.00001022291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018056309,0.0000824722,0.0032010067,0.00002586147,0.0015101077,0.00013735,0.00030281855,0.9825289,0.0068719704,0.0006269508,0.0007481589,0.0021587596],"study_design_scores_gemma":[0.023683589,0.0007304053,0.0004525033,0.00006611563,0.00041390088,0.00035679556,0.0006550255,0.9700056,0.000047439924,0.00014024654,0.0030128672,0.00043556205],"about_ca_topic_score_codex":0.000013528296,"about_ca_topic_score_gemma":0.000016215694,"teacher_disagreement_score":0.9645865,"about_ca_system_score_codex":0.001000435,"about_ca_system_score_gemma":0.00022960185,"threshold_uncertainty_score":0.9997828},"labels":[],"label_agreement":null},{"id":"W4224268942","doi":"10.1002/asjc.2835","title":"Data‐driven dual‐rate cascade control and application to pitch angle control of UAV","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Control Systems and Identification","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Costa Rica; David Suzuki Foundation","keywords":"Cascade; Inner loop; Control theory (sociology); Dual (grammatical number); Control system; Servomechanism; Loop (graph theory); Computer science; Control (management); Engineering; Controller (irrigation); Control engineering; Mathematics; Artificial intelligence","score_opus":0.006456270774757075,"score_gpt":0.21415797361795824,"score_spread":0.20770170284320116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224268942","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1545244,0.0052589965,0.8268441,0.0073210755,0.001325342,0.002315501,0.0015807174,0.00009654921,0.0007333112],"genre_scores_gemma":[0.9992288,0.000016527427,0.00009117561,0.0001793745,0.0003310042,0.00006505739,0.000013447057,0.000033585635,0.0000410681],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810827,0.0002127163,0.00087937666,0.0001988213,0.00035925853,0.00024154554],"domain_scores_gemma":[0.99855083,0.00013272812,0.00045110032,0.0004733379,0.00020571341,0.00018625874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012498826,0.00017040988,0.0006068685,0.0002343213,0.000113409515,0.00005559794,0.00040606703,0.000051101215,0.0000357897],"category_scores_gemma":[0.000098479766,0.00016830454,0.000100490994,0.00019610104,0.000026212838,0.00030123407,0.000036779966,0.0002731576,0.000008049009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015065701,0.00034829654,0.005826119,0.00020524111,0.0019600254,0.000092645074,0.001860351,0.16560051,0.71700287,0.00195502,0.014040541,0.089601815],"study_design_scores_gemma":[0.036072444,0.0016586968,0.08311501,0.00013703505,0.0012344203,0.0007570185,0.0019056248,0.7119295,0.0007224223,0.00061036693,0.16094327,0.00091418315],"about_ca_topic_score_codex":0.00002900964,"about_ca_topic_score_gemma":0.000038949132,"teacher_disagreement_score":0.8447044,"about_ca_system_score_codex":0.0000860309,"about_ca_system_score_gemma":0.00005531008,"threshold_uncertainty_score":0.68632597},"labels":[],"label_agreement":null},{"id":"W4323567369","doi":"10.1002/asjc.3052","title":"Fixed‐time sliding mode observer‐based controller for a class of uncertain nonlinear double integrator systems","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"University of New South Wales","keywords":"Control theory (sociology); Observer (physics); State observer; Sliding mode control; Controller (irrigation); Nonlinear system; Settling time; Integrator; Computer science; Lyapunov function; Trajectory; Separation principle; Lyapunov stability; Convergence (economics); Control engineering; Engineering; Control (management); Bandwidth (computing); Artificial intelligence; Step response","score_opus":0.024353886728809858,"score_gpt":0.26148203066022374,"score_spread":0.23712814393141388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323567369","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10941122,0.00496309,0.8665541,0.0030295793,0.0058727176,0.0056756404,0.0011153091,0.0008946091,0.0024837404],"genre_scores_gemma":[0.99716455,0.000008531048,0.001252031,0.000040014125,0.0009925828,0.00007005672,0.000014595208,0.000111131776,0.00034649784],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971533,0.00016231777,0.0014582484,0.00019025452,0.00050224067,0.0005336825],"domain_scores_gemma":[0.99731046,0.0006687616,0.0006758488,0.00024255643,0.000855605,0.00024675392],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012847541,0.00035936566,0.0014042563,0.00045933566,0.00007018021,0.00007399716,0.0004556954,0.00020311134,0.000011364179],"category_scores_gemma":[0.00032295848,0.0003036106,0.0006159039,0.0003938983,0.00004237295,0.00026905313,0.000013198243,0.0003948897,0.000038760285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003285871,0.00010340567,0.00071067334,0.0005627721,0.0019654648,0.0001231781,0.00038924188,0.905594,0.07757891,0.0011005976,0.006391362,0.0021945613],"study_design_scores_gemma":[0.017730694,0.0005224488,0.00008853932,0.00044300678,0.00020322841,0.000027118873,0.0004771294,0.9676763,0.00089143397,0.000036257803,0.01163277,0.00027111702],"about_ca_topic_score_codex":0.000012249839,"about_ca_topic_score_gemma":0.0000068137874,"teacher_disagreement_score":0.88775337,"about_ca_system_score_codex":0.00018983243,"about_ca_system_score_gemma":0.00020487046,"threshold_uncertainty_score":0.9999416},"labels":[],"label_agreement":null},{"id":"W4376876369","doi":"10.1002/asjc.3100","title":"Fractional‐order sliding mode control for a novel magneto‐electro‐elastic microtube robot","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control theory (sociology); Robot; Sliding mode control; Controller (irrigation); Vibration; Lyapunov stability; Trajectory; Actuator; Engineering; Computer science; Control engineering; Nonlinear system; Physics; Artificial intelligence; Acoustics","score_opus":0.009729180860735187,"score_gpt":0.2536632879695828,"score_spread":0.24393410710884764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376876369","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11130671,0.00026212557,0.8803541,0.0052052406,0.0018784219,0.00052347744,0.00025284223,0.000064832224,0.00015223595],"genre_scores_gemma":[0.9931379,0.0000074726127,0.004907386,0.0006716017,0.0009474817,0.000027104848,0.00000579179,0.00003540309,0.00025983894],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978226,0.000087523375,0.0007489872,0.00025946926,0.00040901065,0.0006724561],"domain_scores_gemma":[0.9978692,0.0006936276,0.0005325953,0.00015954928,0.0005286453,0.0002163626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061303703,0.00026604653,0.0005899072,0.00027837374,0.00028191676,0.00015090642,0.00042577332,0.00012100076,0.00024816606],"category_scores_gemma":[0.00066691474,0.00021192121,0.00028880665,0.0003004837,0.00008921943,0.00031996352,0.00002112773,0.00029529296,0.00009311423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008645585,0.00006687739,0.0001985358,0.00003379197,0.00011697368,0.000024098872,0.00014313024,0.01639038,0.97635174,0.0020215556,0.0027992285,0.0009891596],"study_design_scores_gemma":[0.11912191,0.0102317855,0.029261617,0.0013280406,0.003726129,0.0060303244,0.001964918,0.15702598,0.49843323,0.08404898,0.08453641,0.0042906525],"about_ca_topic_score_codex":0.00000818379,"about_ca_topic_score_gemma":0.000008739912,"teacher_disagreement_score":0.8818312,"about_ca_system_score_codex":0.00006578648,"about_ca_system_score_gemma":0.00020728093,"threshold_uncertainty_score":0.8641896},"labels":[],"label_agreement":null},{"id":"W4378220299","doi":"10.1002/asjc.3120","title":"Distributed dynamic matrix control with constrained optimization for collision and obstacle avoidance of simulated multiple quadcopters","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Collision avoidance; Obstacle avoidance; Computer science; Control theory (sociology); Collision; Obstacle; Control (management); Mathematical optimization; Mathematics; Mobile robot; Robot; Artificial intelligence","score_opus":0.005512750932837378,"score_gpt":0.23492331845065156,"score_spread":0.2294105675178142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378220299","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04593071,0.00020652967,0.9499739,0.0019929523,0.00026459762,0.0010511365,0.00048968487,0.000081259976,0.000009239516],"genre_scores_gemma":[0.99228597,0.000009572822,0.007528279,0.00004528698,0.000034591074,0.000016097012,0.000037036687,0.000022130509,0.000021017513],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976394,0.00021018433,0.0009910623,0.0002914123,0.00045507692,0.0004128523],"domain_scores_gemma":[0.99645656,0.0008812565,0.0012398749,0.0003321902,0.00087005034,0.0002200769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087876566,0.00025170727,0.000765115,0.00027716253,0.00012900344,0.00014638793,0.0005511191,0.00011070632,0.0000032492553],"category_scores_gemma":[0.0005751428,0.00020598763,0.00017134346,0.0006259378,0.00012027601,0.00059890095,0.000025882357,0.00015820416,0.0000028658694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013758937,0.000090304115,0.0025096855,0.00007760821,0.00041660812,0.000073066665,0.00025499947,0.9877952,0.0037757326,0.00049278454,0.00014200414,0.00299611],"study_design_scores_gemma":[0.024927104,0.00073148916,0.0032641029,0.000195745,0.00011436543,0.00008136023,0.00026056555,0.9698694,0.00015815583,0.000078196754,0.000118538876,0.00020101212],"about_ca_topic_score_codex":0.0000061807964,"about_ca_topic_score_gemma":0.0000050748845,"teacher_disagreement_score":0.9463553,"about_ca_system_score_codex":0.00008679773,"about_ca_system_score_gemma":0.00019562445,"threshold_uncertainty_score":0.8399932},"labels":[],"label_agreement":null},{"id":"W4383226053","doi":"10.1002/asjc.3179","title":"Leader–follower synchronization of networked multi‐agent systems via hybrid protocols","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Synchronization (alternating current); Impulse (physics); Protocol (science); Control theory (sociology); Multi-agent system; Computer science; Topology (electrical circuits); Distributed computing; Lyapunov function; Control (management); Mathematics; Computer network; Nonlinear system; Artificial intelligence","score_opus":0.020643737134648555,"score_gpt":0.261790812930334,"score_spread":0.24114707579568545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383226053","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022754667,0.00019912093,0.99223757,0.0012444181,0.00085437676,0.0030583437,0.0000025256927,0.000060159087,0.000068004694],"genre_scores_gemma":[0.9980995,0.000009537699,0.0012453427,0.00006596547,0.00033126847,0.00015324046,0.00000224777,0.000014431849,0.00007844841],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99775344,0.0003438426,0.0009011224,0.00019494237,0.00049672014,0.0003099337],"domain_scores_gemma":[0.9981502,0.00011298002,0.0007679672,0.00035259954,0.0004856527,0.00013058931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022426,0.00015179481,0.00043550145,0.00017846403,0.00009710078,0.00012040943,0.0006574064,0.000061013936,0.000010787261],"category_scores_gemma":[0.00011192061,0.00012806663,0.00017033034,0.00066513824,0.000053735424,0.0006389418,0.000047709615,0.0001929228,0.000018973127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003300126,0.00056100445,0.011491382,0.00046139,0.00043426102,0.00043462825,0.0018098395,0.7615939,0.0035142498,0.0035491185,0.0067729764,0.20904726],"study_design_scores_gemma":[0.002668211,0.0004656647,0.002065072,0.00031101913,0.000027423088,0.00012928458,0.000064216765,0.9919103,0.00025499778,0.0003232808,0.0016191689,0.00016135546],"about_ca_topic_score_codex":0.0000028020415,"about_ca_topic_score_gemma":0.000002474656,"teacher_disagreement_score":0.99582404,"about_ca_system_score_codex":0.00007747541,"about_ca_system_score_gemma":0.00014559916,"threshold_uncertainty_score":0.5222405},"labels":[],"label_agreement":null},{"id":"W4385648783","doi":"10.1002/asjc.3202","title":"Exponential stability of time‐delay systems with flexible delayed impulse","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Impulse (physics); Control theory (sociology); Exponential stability; Impulse control; Exponential function; Mathematics; Exponential growth; Computer science; Control (management); Physics; Mathematical analysis; Nonlinear system","score_opus":0.007063726301578149,"score_gpt":0.19475378635523607,"score_spread":0.18769006005365793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385648783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9303356,0.0017501208,0.060812622,0.0004483836,0.0014595455,0.00081034383,0.00010195828,0.00027714384,0.004004329],"genre_scores_gemma":[0.9995184,0.000011684473,0.000059302754,0.000008671073,0.00029854622,0.0000137750385,0.0000026057305,0.000035173856,0.000051862113],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99782497,0.00017860433,0.0009909396,0.00013349984,0.00051639444,0.00035562017],"domain_scores_gemma":[0.9985949,0.00021041448,0.0003290461,0.0003266747,0.00035594308,0.00018304196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012227321,0.00020810543,0.0007762291,0.000215035,0.000044572153,0.000046490244,0.0002963397,0.000102166014,0.00007492475],"category_scores_gemma":[0.00007283294,0.00016145389,0.00023220037,0.00035972806,0.0000764503,0.00026620348,0.000010461048,0.00024534916,0.0000382754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011430563,0.00051154825,0.030854598,0.001803993,0.007924199,0.0008461781,0.008352479,0.68663496,0.22036406,0.0009744311,0.007384971,0.02291801],"study_design_scores_gemma":[0.070879705,0.010834628,0.03412696,0.0025097956,0.002503504,0.002434026,0.01897603,0.82241654,0.016541429,0.0011520152,0.014443024,0.0031823383],"about_ca_topic_score_codex":0.000022919008,"about_ca_topic_score_gemma":0.0000069738867,"teacher_disagreement_score":0.20382263,"about_ca_system_score_codex":0.00008574145,"about_ca_system_score_gemma":0.00011299981,"threshold_uncertainty_score":0.65838987},"labels":[],"label_agreement":null},{"id":"W4386051216","doi":"10.1002/asjc.3204","title":"Adaptive neural practical fixed‐time command filtered control for multi‐input and multi‐output nonlinear systems with dead zones input and unknown control direction","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Science Foundation of Yangzhou City","keywords":"Control theory (sociology); Nonlinear system; Convergence (economics); Controller (irrigation); Tracking error; Computer science; Artificial neural network; Adaptive control; Dead zone; Filter (signal processing); Mathematics; Control (management); Artificial intelligence","score_opus":0.02715169440020438,"score_gpt":0.26057589521480506,"score_spread":0.2334242008146007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386051216","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058080383,0.0037188707,0.9297193,0.0025918859,0.0013690036,0.0034834086,0.0005547421,0.00037731387,0.0001050863],"genre_scores_gemma":[0.99094933,0.000043453412,0.0072135055,0.00011394802,0.0010935416,0.00011522676,0.0000111598965,0.0001431534,0.00031668367],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99687237,0.0004355074,0.001148632,0.00038534892,0.00046012664,0.0006979943],"domain_scores_gemma":[0.996466,0.0013790773,0.0006737789,0.0002666133,0.00073599437,0.000478561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011185715,0.00058430363,0.0015524654,0.00040268636,0.00021979152,0.00024246272,0.00020304874,0.00026088816,0.0000037422421],"category_scores_gemma":[0.0005276695,0.0004677576,0.00022897671,0.00022432128,0.00020419454,0.0007008893,0.000023203951,0.00062972936,0.000014951335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0783606,0.0026856659,0.048606157,0.003724632,0.042498257,0.0067981994,0.009558456,0.55383766,0.04914789,0.0019544153,0.017799448,0.18502864],"study_design_scores_gemma":[0.035319123,0.0015140426,0.0073964396,0.0003109204,0.0006379967,0.0009891023,0.0005153597,0.94936764,0.000019603243,0.0000053856943,0.0034482612,0.00047611105],"about_ca_topic_score_codex":0.00001999894,"about_ca_topic_score_gemma":0.00006452081,"teacher_disagreement_score":0.93286896,"about_ca_system_score_codex":0.00011270027,"about_ca_system_score_gemma":0.00010600956,"threshold_uncertainty_score":0.99977744},"labels":[],"label_agreement":null},{"id":"W4386410223","doi":"10.1002/asjc.3219","title":"Special issue on “Advances in brain‐machine interface systems”","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Zhàng; Library science; Citation; Art history; Artificial intelligence; History; Computer science; China; Archaeology","score_opus":0.012861155731734818,"score_gpt":0.2890372384418067,"score_spread":0.2761760827100719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386410223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5852772,0.0041661905,0.010361264,0.14576174,0.041664645,0.0018463316,0.00013851827,0.00036960453,0.21041451],"genre_scores_gemma":[0.99239314,0.000056125362,0.000018331875,0.00091167755,0.0055222306,0.0000022936879,1.5975029e-7,0.000016242851,0.0010798301],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982548,0.00030547977,0.0005596687,0.00020242803,0.00037448958,0.0003031531],"domain_scores_gemma":[0.9987997,0.0005763268,0.00032934328,0.00014204162,0.000045316232,0.000107282314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005608805,0.00015760784,0.00038750967,0.0003737885,0.000054200515,0.00011175403,0.00049225765,0.0000487027,0.00008448631],"category_scores_gemma":[0.00044400684,0.0001197922,0.00010637871,0.0003564087,0.000059426286,0.00040410785,0.00002909021,0.0004060622,0.00024061665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034961116,0.0006649819,0.003664966,0.00022339093,0.00011051606,0.00487037,0.00853943,0.056385703,0.10395052,0.0071180207,0.257783,0.553193],"study_design_scores_gemma":[0.005168291,0.0017408463,0.0016064142,0.0006461032,0.0000141764085,0.00050509966,0.00074198155,0.0054550203,0.020072475,0.00067918765,0.9630515,0.00031892108],"about_ca_topic_score_codex":0.0000018435337,"about_ca_topic_score_gemma":0.000009159466,"teacher_disagreement_score":0.7052685,"about_ca_system_score_codex":0.000043260578,"about_ca_system_score_gemma":0.00003686044,"threshold_uncertainty_score":0.48849845},"labels":[],"label_agreement":null},{"id":"W4389109893","doi":"10.1002/asjc.3275","title":"A nonlinear modelling approach to quantify sitting control in individuals with sensorimotor impairments","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"Centre National de la Recherche Scientifique; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Canada Foundation for Innovation","keywords":"Control theory (sociology); Torque; Nonlinear system; Sitting; Work (physics); Physical medicine and rehabilitation; Mathematics; Computer science; Control (management); Engineering; Medicine; Artificial intelligence; Physics","score_opus":0.04110751555659621,"score_gpt":0.3435556107487867,"score_spread":0.3024480951921905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389109893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468478,0.000080798636,0.046227895,0.0043691606,0.0000858853,0.0011981751,0.000020927175,0.000035715857,0.0011336409],"genre_scores_gemma":[0.98507255,0.000006878347,0.013747982,0.0005090463,0.00044972898,0.000019383415,0.0000037374205,0.00005087038,0.00013980136],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970322,0.00020779682,0.00079733226,0.00025263292,0.0010628515,0.000647147],"domain_scores_gemma":[0.99836135,0.00016363492,0.00030290565,0.0002496592,0.00044634755,0.00047608645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022468357,0.00021720958,0.0008148248,0.0010131192,0.00006174021,0.00006080629,0.00024271806,0.00009844846,0.000015581829],"category_scores_gemma":[0.0003431216,0.0001613634,0.00016911289,0.0009595151,0.000043445463,0.00018269932,0.000024882287,0.0007788102,0.000071428774],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03833646,0.0019123142,0.8688564,0.00045004368,0.0023031344,0.0051688096,0.00420682,0.044028934,0.01962673,0.00012330397,0.0014457098,0.01354137],"study_design_scores_gemma":[0.10056266,0.037880946,0.22083737,0.002840323,0.0008805404,0.004317425,0.0114606535,0.6150139,0.001087633,0.00019722134,0.0038318126,0.0010894998],"about_ca_topic_score_codex":0.000011891787,"about_ca_topic_score_gemma":0.00000101968,"teacher_disagreement_score":0.648019,"about_ca_system_score_codex":0.00013043942,"about_ca_system_score_gemma":0.0003625094,"threshold_uncertainty_score":0.6580208},"labels":[],"label_agreement":null},{"id":"W4389941556","doi":"10.1002/asjc.3286","title":"Command filter‐based adaptive fixed‐time fault‐tolerant control for stochastic nonlinear systems with actuator hysteresis","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Control theory (sociology); Backstepping; Filter (signal processing); Lyapunov stability; Nonlinear system; Unavailability; Computer science; Controller (irrigation); Fault tolerance; Actuator; Adaptive control; Fault (geology); Control engineering; Engineering; Control (management); Distributed computing","score_opus":0.012090891749364377,"score_gpt":0.21280448050757064,"score_spread":0.20071358875820627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389941556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014044611,0.00077059143,0.97951406,0.000955088,0.0010458872,0.0022289793,0.00093507295,0.0002928135,0.00021288215],"genre_scores_gemma":[0.9964368,0.0000016222034,0.0016564733,0.00011468719,0.0012952278,0.00013101877,0.000017874352,0.00016666618,0.0001796434],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969931,0.00021376595,0.0011703074,0.00026626358,0.0006390356,0.00071752584],"domain_scores_gemma":[0.99667823,0.0011681257,0.00063556276,0.00038233993,0.00074484665,0.00039088575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008627968,0.00052347174,0.0014954514,0.00047392878,0.00013402618,0.00014700879,0.00048768608,0.00017981976,0.000020524798],"category_scores_gemma":[0.00019310963,0.00040722458,0.0004121004,0.0003042797,0.00008964972,0.00032793137,0.000011013014,0.00041959298,0.000112033005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005804385,0.00012478993,0.00013491306,0.00032242437,0.0033324289,0.0004515768,0.0004940851,0.97465235,0.00552537,0.000074138334,0.0060912343,0.0029923026],"study_design_scores_gemma":[0.021003844,0.0016132919,0.00041131934,0.0007165298,0.0005003693,0.00014823324,0.00044672954,0.9717837,0.00005761615,0.000011444496,0.002842934,0.00046396404],"about_ca_topic_score_codex":0.0000043820646,"about_ca_topic_score_gemma":0.0000096303265,"teacher_disagreement_score":0.9823922,"about_ca_system_score_codex":0.00017411941,"about_ca_system_score_gemma":0.00020111504,"threshold_uncertainty_score":0.99983793},"labels":[],"label_agreement":null},{"id":"W4390583118","doi":"10.1002/asjc.3304","title":"Adaptive fuzzy finite‐time prescribed performance control for uncertain nonlinear systems with actuator saturation and unmodeled dynamics","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Nonlinear system; Actuator; Tracking error; Fuzzy logic; Interval (graph theory); Computer science; Mathematics; Control (management)","score_opus":0.006713806270289549,"score_gpt":0.19772125721874098,"score_spread":0.19100745094845142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390583118","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025331723,0.0052451785,0.9646705,0.00078474963,0.0009402178,0.0017494424,0.000411271,0.00017950455,0.000687438],"genre_scores_gemma":[0.9955337,0.000031594773,0.003075205,0.000033628618,0.0009936165,0.00005490574,0.000013314889,0.00009322283,0.00017080987],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982585,0.00009953933,0.0007311261,0.00020744937,0.0003399367,0.00036346616],"domain_scores_gemma":[0.998406,0.00052002835,0.00024044958,0.00016811925,0.00047113752,0.00019427844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005699209,0.0003431634,0.00075485255,0.00024856318,0.0000768747,0.00021270195,0.00018371677,0.00014897379,0.0000037371915],"category_scores_gemma":[0.00009423933,0.0002576312,0.00013247956,0.00015300431,0.00006093747,0.00066148123,0.00000622763,0.00038737492,0.000009860188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007923369,0.00010135976,0.000384571,0.0013619211,0.005778451,0.00032480445,0.0015590049,0.9243615,0.0053888024,0.0029329264,0.0011397104,0.048743546],"study_design_scores_gemma":[0.005525183,0.0013502674,0.00014826389,0.0006400109,0.00036769974,0.00024168128,0.00026880877,0.98954606,0.000019158762,0.000036268233,0.0015768716,0.00027971732],"about_ca_topic_score_codex":0.0000029637324,"about_ca_topic_score_gemma":0.000010172908,"teacher_disagreement_score":0.97020197,"about_ca_system_score_codex":0.00024364825,"about_ca_system_score_gemma":0.000182305,"threshold_uncertainty_score":0.9999876},"labels":[],"label_agreement":null},{"id":"W4391819610","doi":"10.1002/asjc.3340","title":"On a best response problem arising in mean field stochastic growth games with common noise","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Noise (video); Field (mathematics); Computer science; Mathematics; Mathematical economics; Control theory (sociology); Artificial intelligence; Pure mathematics","score_opus":0.00952260393791909,"score_gpt":0.20881289171663808,"score_spread":0.199290287778719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391819610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7861096,0.0035756005,0.16778325,0.020776145,0.0006436516,0.00060220575,0.00007221602,0.000027654489,0.020409632],"genre_scores_gemma":[0.99894136,0.000016549844,0.00026638518,0.00035601563,0.00011411147,0.000008975728,3.7462786e-7,0.000025080859,0.00027113452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988067,0.000041591386,0.000707515,0.0001848559,0.000035809535,0.00022351417],"domain_scores_gemma":[0.99903464,0.00037646908,0.00031277633,0.0001542973,0.000029283237,0.00009250931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011126994,0.00013884285,0.0004907692,0.00042683893,0.00003684262,0.00014281082,0.00018360911,0.00006647394,0.00007102171],"category_scores_gemma":[0.00011592116,0.00012371536,0.00011853864,0.00011951842,0.000034444158,0.00027477517,0.000010817109,0.0003649491,0.000051015708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00859932,0.00024149915,0.0033591476,0.00008425613,0.0003649876,0.00046869932,0.0058875894,0.010173594,0.000058094123,0.9540586,0.00064738415,0.016056828],"study_design_scores_gemma":[0.012035386,0.00899603,0.0029440867,0.0031045633,0.00011163616,0.0006289939,0.0019278936,0.01776912,0.0001422956,0.94272774,0.008575693,0.0010365297],"about_ca_topic_score_codex":0.000045300127,"about_ca_topic_score_gemma":0.000060292663,"teacher_disagreement_score":0.21283174,"about_ca_system_score_codex":0.00010978821,"about_ca_system_score_gemma":0.0000671028,"threshold_uncertainty_score":0.50449663},"labels":[],"label_agreement":null},{"id":"W4392923217","doi":"10.1002/asjc.3365","title":"Special issue on “Mean Field Games and Mean Field Control”","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Guidance and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Carleton University","funders":"","keywords":"Mean field theory; Field (mathematics); Control (management); Computer science; Mathematics; Physics; Artificial intelligence; Condensed matter physics","score_opus":0.003734000717651769,"score_gpt":0.20409573369519401,"score_spread":0.20036173297754226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392923217","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07452182,0.04560049,0.10907371,0.087474465,0.04446626,0.0019879139,0.000087480985,0.0007879287,0.6359999],"genre_scores_gemma":[0.98046803,0.00007391564,0.000021397034,0.0009228057,0.018053269,0.000004829627,2.1758335e-7,0.000027855744,0.0004276993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988476,0.000053745076,0.00048180597,0.00012464968,0.00023124638,0.0002609677],"domain_scores_gemma":[0.9993136,0.000262885,0.00007162325,0.00014595705,0.000055384997,0.00015057539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003162243,0.00018995578,0.00045515763,0.00015726169,0.000037832164,0.00015701615,0.0001622753,0.000112608206,0.00027180364],"category_scores_gemma":[0.00006687806,0.00015346736,0.0001869985,0.000075898,0.000016231921,0.0001968301,0.0000048537513,0.00041621286,0.00006711496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005771294,0.000034296383,0.0008017342,0.00018171586,0.0010725153,0.00093989784,0.0026889374,0.0011061514,0.0024909289,0.002679168,0.22853926,0.75888824],"study_design_scores_gemma":[0.009796453,0.0027836198,0.0016815538,0.0013734857,0.0004553103,0.0006776026,0.0011290071,0.018123437,0.0017132836,0.0014758015,0.9600906,0.0006998953],"about_ca_topic_score_codex":0.0000056336326,"about_ca_topic_score_gemma":0.000031042513,"teacher_disagreement_score":0.9059462,"about_ca_system_score_codex":0.00003370871,"about_ca_system_score_gemma":0.000029939203,"threshold_uncertainty_score":0.62582177},"labels":[],"label_agreement":null},{"id":"W4401007142","doi":"10.1002/asjc.3471","title":"Fixed‐time fault‐tolerant control for power system with multiple actuator constraints","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Actuator; Control theory (sociology); Fault tolerance; Computer science; Control (management); Power (physics); Fault (geology); Control engineering; Engineering; Distributed computing; Physics; Biology","score_opus":0.0031456465828017684,"score_gpt":0.18686153535992153,"score_spread":0.18371588877711975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401007142","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037778248,0.0007129336,0.9897989,0.00052374136,0.0011164302,0.0007066143,0.00023981647,0.00019970987,0.0029240164],"genre_scores_gemma":[0.99845976,0.000001283742,0.0012389085,0.00005096803,0.00011538323,0.00002558946,0.0000022671372,0.000047872334,0.000057969548],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856,0.00007683578,0.0006669708,0.0001462315,0.0002557707,0.00029415224],"domain_scores_gemma":[0.99892837,0.00029258232,0.00012518596,0.00017159716,0.00026349764,0.00021873957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005812853,0.00022066354,0.00058096723,0.00013960023,0.000051499683,0.00014093661,0.00016872463,0.00009428079,0.00013324787],"category_scores_gemma":[0.00008932118,0.00015930604,0.00024039096,0.00010925385,0.000060033995,0.00024618205,0.000002831535,0.00020646845,0.00003537436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012435953,0.00087290246,0.008671058,0.009940794,0.026257748,0.0040924703,0.02115662,0.7311366,0.038398728,0.019770479,0.05051528,0.076751314],"study_design_scores_gemma":[0.0134606175,0.000585558,0.0006167126,0.0009988099,0.00029700022,0.0010473336,0.0011093172,0.9652732,0.0002032139,0.000016214843,0.01594846,0.00044356062],"about_ca_topic_score_codex":4.8338427e-7,"about_ca_topic_score_gemma":0.0000020437715,"teacher_disagreement_score":0.99468195,"about_ca_system_score_codex":0.00013855202,"about_ca_system_score_gemma":0.0001350339,"threshold_uncertainty_score":0.6496312},"labels":[],"label_agreement":null},{"id":"W4402141889","doi":"10.1002/asjc.3480","title":"Cooperative learning‐based practical formation‐containment control with prescribed performance for heterogeneous clusters of UAV/USV","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control (management); Containment (computer programming); Computer science; Control theory (sociology); Aeronautics; Control engineering; Engineering; Artificial intelligence","score_opus":0.011557758934711261,"score_gpt":0.25144496357351226,"score_spread":0.239887204638801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402141889","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049738637,0.0005012729,0.9838107,0.008849356,0.00044534844,0.0011723739,0.000037583162,0.000057499972,0.00015199673],"genre_scores_gemma":[0.994412,0.0000048317493,0.0049390835,0.0003036056,0.0001510673,0.000087587825,0.0000048349366,0.000024745152,0.00007226286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972489,0.00038911297,0.00095590134,0.0002752317,0.00069437554,0.00043646825],"domain_scores_gemma":[0.9971806,0.0006123306,0.0008113099,0.0003097627,0.0008601227,0.00022591549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011960759,0.00028199356,0.0006909493,0.00024005753,0.00013076456,0.0003386893,0.0005750837,0.00008987551,0.00000933723],"category_scores_gemma":[0.0002513533,0.00020520305,0.00029066857,0.00023630538,0.000081399005,0.0014432443,0.000022449067,0.00038104554,0.000008886786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01658117,0.0013226928,0.0024607198,0.0018597865,0.0073669436,0.0014714915,0.008518715,0.84501636,0.012403389,0.013857604,0.0061460156,0.08299509],"study_design_scores_gemma":[0.012531959,0.003989679,0.00016759899,0.00043966805,0.0002571502,0.0005434963,0.00017998149,0.9714889,0.0022022068,0.000024772742,0.007936276,0.0002382945],"about_ca_topic_score_codex":0.0000018584257,"about_ca_topic_score_gemma":0.000003939984,"teacher_disagreement_score":0.9894381,"about_ca_system_score_codex":0.00019076659,"about_ca_system_score_gemma":0.00057891925,"threshold_uncertainty_score":0.8367938},"labels":[],"label_agreement":null},{"id":"W4402720466","doi":"10.1002/asjc.3143","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Asian Journal of Control","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Donghua University; National Taiwan Ocean University; Beijing Institute of Technology; Southeast University; Shanghai Jiao Tong University; Università Politecnica delle Marche; Waseda University; Dalian University of Technology; Università della Calabria; University of Ulsan; Anhui University; Chinese Academy of Sciences; Beihang University; Chongqing University; Università degli Studi di Cagliari; RMIT University; Harbin Institute of Technology; University of Alberta; Université Grenoble Alpes; Shandong University of Science and Technology; Shandong University; Louisiana State University","keywords":"Computer science","score_opus":0.012610501648690821,"score_gpt":0.20347121294898213,"score_spread":0.1908607113002913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402720466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013719228,0.013540498,0.0015157737,0.0023528752,0.04335733,0.00011569847,0.0013202871,0.0000055962105,0.93777823],"genre_scores_gemma":[0.028662672,0.00093456055,0.00009921048,0.0006804991,0.0019486333,0.0000047604303,0.000019603583,0.000022160124,0.9676279],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982604,0.000009831271,0.0013001539,0.00015224326,0.00005061561,0.00022675632],"domain_scores_gemma":[0.9981809,0.00002219757,0.0014223447,0.00018095771,0.00009765527,0.000095911855],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00071525807,0.0001908032,0.0008406609,0.00064388965,0.000057033958,0.000310778,0.0003481338,0.0001616961,0.045234077],"category_scores_gemma":[0.000076280885,0.00018693617,0.0003870768,0.00012124553,0.0000606983,0.00066631543,0.000036954007,0.00038070403,0.53951585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020063617,0.000009425621,0.0000151424965,0.0000614884,0.0004335546,0.0000053337167,0.0007013103,0.000056258123,1.2167212e-7,0.0055508465,0.9907939,0.002352577],"study_design_scores_gemma":[0.0007661425,0.000065933586,0.000025079482,0.00008870642,0.000042972977,0.000019050703,0.00048098605,0.00005902939,0.0000010829303,0.0017068349,0.996566,0.00017819372],"about_ca_topic_score_codex":0.000007709532,"about_ca_topic_score_gemma":5.204878e-7,"teacher_disagreement_score":0.4942818,"about_ca_system_score_codex":0.00012411166,"about_ca_system_score_gemma":0.00007410628,"threshold_uncertainty_score":0.9556387},"labels":[],"label_agreement":null},{"id":"W4403501446","doi":"10.1002/asjc.3504","title":"Tuning the controller gains using sensitivity analysis","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Shenzhen Science and Technology Innovation Program","keywords":"Sensitivity (control systems); Control theory (sociology); Controller (irrigation); Computer science; Control engineering; Engineering; Control (management); Artificial intelligence; Electronic engineering; Biology","score_opus":0.017814608979676953,"score_gpt":0.2565454980279603,"score_spread":0.23873088904828332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403501446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029637476,0.005953707,0.96040744,0.0012936813,0.0009683594,0.00019141131,0.000021125112,0.00009732097,0.0014294975],"genre_scores_gemma":[0.9981657,0.000011231279,0.00041716467,0.00009963384,0.0012114355,0.0000015589167,4.5843348e-7,0.00004037201,0.000052420517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837166,0.00027900387,0.0006048272,0.000114992734,0.00034346597,0.00028604618],"domain_scores_gemma":[0.9989001,0.00045608176,0.0001449343,0.00017546216,0.00020004091,0.00012336345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014884498,0.00020143554,0.0006568472,0.00039643954,0.000078937956,0.00017385575,0.00016404028,0.0000733658,0.000024549738],"category_scores_gemma":[0.00012436855,0.00013226562,0.000638636,0.0005518109,0.0000535022,0.00027926144,0.000010037598,0.0004822343,0.000017331273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017200947,0.00002913207,0.0023236044,0.00006220622,0.020685477,0.0017266063,0.001481705,0.89779234,0.046081513,0.0010379301,0.0009972282,0.027610235],"study_design_scores_gemma":[0.0010262402,0.000040160026,0.002116602,0.00009517824,0.0019053962,0.00033001366,0.00032396519,0.98928154,0.000037040438,0.00005150784,0.0046458994,0.00014643937],"about_ca_topic_score_codex":0.0000058763735,"about_ca_topic_score_gemma":0.000019735076,"teacher_disagreement_score":0.9685283,"about_ca_system_score_codex":0.00012933629,"about_ca_system_score_gemma":0.00007157288,"threshold_uncertainty_score":0.53936356},"labels":[],"label_agreement":null},{"id":"W4404505896","doi":"10.1002/asjc.3543","title":"On the input‐output decoupling of Boolean control networks by state feedback","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China","keywords":"Decoupling (probability); Control theory (sociology); Control (management); State (computer science); Feedback control; Boolean network; Computer science; Control engineering; Boolean function; Engineering; Artificial intelligence; Algorithm","score_opus":0.003536456759164918,"score_gpt":0.20599744538845205,"score_spread":0.20246098862928713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404505896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65371937,0.02535855,0.314303,0.0049955617,0.0006187387,0.00031588704,0.0000391394,0.000011753884,0.0006379904],"genre_scores_gemma":[0.99839425,0.0001921853,0.00004367157,0.00055576983,0.0004895619,0.000003192591,0.0000049128894,0.0000325723,0.00028390496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855727,0.00016347544,0.0005713478,0.00018482251,0.0002522527,0.00027086074],"domain_scores_gemma":[0.9989528,0.00010587291,0.00034817538,0.0002950673,0.00017426103,0.00012380084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008373792,0.00018682779,0.0003657236,0.00007572168,0.000060851387,0.00006002404,0.000325477,0.00010738165,0.00003293721],"category_scores_gemma":[0.000078919446,0.0001254189,0.0004283777,0.00014157344,0.00009344208,0.00000660761,0.000019726525,0.00027264617,0.000005391933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002970205,0.00031048173,0.00682494,0.00009278998,0.011956026,0.00016908384,0.00040907468,0.48870236,0.17706822,0.0011575744,0.1766524,0.13368684],"study_design_scores_gemma":[0.035102792,0.012769698,0.013207289,0.002455123,0.007664669,0.0010481874,0.0019110012,0.54370046,0.118279725,0.009519629,0.25073254,0.0036088708],"about_ca_topic_score_codex":0.0000012741574,"about_ca_topic_score_gemma":0.000004425334,"teacher_disagreement_score":0.3446749,"about_ca_system_score_codex":0.000020153877,"about_ca_system_score_gemma":0.00010992571,"threshold_uncertainty_score":0.51144344},"labels":[],"label_agreement":null},{"id":"W4405165761","doi":"10.1002/asjc.3549","title":"Multiple model predictive control for offshore wind turbines operating in the full‐load range","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Offshore wind power; Marine engineering; Range (aeronautics); Wind power; Submarine pipeline; Model predictive control; Control (management); Environmental science; Engineering; Control theory (sociology); Computer science; Aerospace engineering; Electrical engineering; Geotechnical engineering","score_opus":0.008519533051353475,"score_gpt":0.2167294636984448,"score_spread":0.20820993064709134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405165761","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10630336,0.023350026,0.85027355,0.009169264,0.0030411007,0.0037931972,0.00036998105,0.00023366614,0.0034658797],"genre_scores_gemma":[0.9977357,0.000009087088,0.0002927591,0.00015516653,0.0016195588,0.00008517464,0.0000018503574,0.000062942345,0.000037762504],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979882,0.00014016501,0.00086224306,0.00017227503,0.00042716047,0.00040991086],"domain_scores_gemma":[0.99868196,0.00063199166,0.000120893805,0.00020692046,0.0002531893,0.00010502044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014523889,0.00028248172,0.00062829844,0.00019874248,0.00006723341,0.00021195727,0.00041481716,0.00012772784,0.0000067405836],"category_scores_gemma":[0.00038645676,0.00018717578,0.00033915226,0.00018147547,0.000033288467,0.00044869,0.000006776894,0.0005494789,0.000006001064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005309639,0.000056594356,0.0030618308,0.00024928965,0.00089003146,0.00021246422,0.006650423,0.96831995,0.008881339,0.00042959422,0.004727675,0.0059898254],"study_design_scores_gemma":[0.008711678,0.0002797222,0.001750968,0.00033014602,0.00018773458,0.00021168508,0.00073501654,0.9859702,0.00003901757,0.0003006241,0.0012929789,0.00019022236],"about_ca_topic_score_codex":0.0000035855771,"about_ca_topic_score_gemma":0.00003097564,"teacher_disagreement_score":0.89143234,"about_ca_system_score_codex":0.00016569486,"about_ca_system_score_gemma":0.00016846039,"threshold_uncertainty_score":0.7632807},"labels":[],"label_agreement":null},{"id":"W4406617222","doi":"10.1002/asjc.3424","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Asian Journal of Control","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Donghua University; National Taiwan Ocean University; Southeast University; Shanghai Jiao Tong University; Università Politecnica delle Marche; Waseda University; Dalian University of Technology; Università della Calabria; University of Ulsan; Anhui University; Chinese Academy of Sciences; Beihang University; Chongqing University; Università degli Studi di Cagliari; RMIT University; Harbin Institute of Technology; University of Alberta; Université Grenoble Alpes; Shandong University of Science and Technology; Shandong University; Louisiana State University","keywords":"Computer science","score_opus":0.01062591471385188,"score_gpt":0.2012964661681175,"score_spread":0.19067055145426562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406617222","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006783701,0.005419931,0.0042284667,0.0019932566,0.027861191,0.00012937952,0.00113277,0.0000034380305,0.95922476],"genre_scores_gemma":[0.011523929,0.0007749432,0.00013326098,0.0009968084,0.0008611053,0.000004241386,0.000019804727,0.000008813819,0.98567706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825245,0.000013230492,0.0013337148,0.00013654125,0.000043596112,0.00022045174],"domain_scores_gemma":[0.9975777,0.000033239503,0.001963512,0.00020472574,0.00014262622,0.00007816458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006656923,0.00017998063,0.0009200654,0.0006753493,0.000080176425,0.00018232218,0.00040989165,0.00016718048,0.04393234],"category_scores_gemma":[0.00014257105,0.00018680198,0.00034302459,0.0001273606,0.000056789806,0.0006289651,0.00003673436,0.00030229767,0.19878957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030918356,0.000013473258,0.000051540363,0.000043535245,0.00036820225,0.0000017219486,0.00035840156,0.00008068172,6.358839e-8,0.0042194007,0.9914255,0.003406561],"study_design_scores_gemma":[0.001339702,0.00005100597,0.00007817269,0.00007858298,0.000032046246,0.0000055258465,0.0003970718,0.00004014518,0.0000011486455,0.0006964619,0.997122,0.00015817018],"about_ca_topic_score_codex":0.00001020189,"about_ca_topic_score_gemma":4.6850224e-7,"teacher_disagreement_score":0.15485722,"about_ca_system_score_codex":0.000120815304,"about_ca_system_score_gemma":0.000108942964,"threshold_uncertainty_score":0.95694166},"labels":[],"label_agreement":null},{"id":"W4407898938","doi":"10.1002/asjc.3604","title":"Robust optimal distance‐based formation control of uncertain nonlinear agents over directed topologies","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Network topology; Control theory (sociology); Nonlinear system; Control (management); Computer science; Topology (electrical circuits); Mathematical optimization; Mathematics; Artificial intelligence; Computer network; Physics; Combinatorics","score_opus":0.019062169817274693,"score_gpt":0.2655799299723578,"score_spread":0.24651776015508312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407898938","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044872602,0.0005073466,0.98861057,0.004209324,0.000858683,0.0004442619,0.00008350929,0.000074429394,0.0007245945],"genre_scores_gemma":[0.9898582,0.0000054410884,0.009528271,0.00041035417,0.000098152304,0.000013645693,0.0000061084716,0.000009169581,0.0000706615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99717736,0.0003852565,0.0012536659,0.00022310714,0.00056771934,0.00039289685],"domain_scores_gemma":[0.9971056,0.00032199002,0.0012530573,0.0004823191,0.00070687186,0.00013019188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008368629,0.0002475815,0.0007736292,0.00035154435,0.000099775905,0.00015660083,0.0011767745,0.00012090866,0.000020147158],"category_scores_gemma":[0.00049981894,0.00020596593,0.0003493842,0.00049813226,0.00009315848,0.0008712446,0.000039205315,0.0002579069,0.0000043266828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007476302,0.00284233,0.048434652,0.00092573697,0.0051164697,0.0010571408,0.0025767623,0.6685481,0.019478325,0.060767476,0.02484847,0.15792824],"study_design_scores_gemma":[0.01478237,0.00030906743,0.010843451,0.00030795735,0.00014539779,0.000021137917,0.00017540992,0.96829754,0.00084249774,0.00021842982,0.0038440505,0.0002127018],"about_ca_topic_score_codex":0.0000126187315,"about_ca_topic_score_gemma":0.0000089506775,"teacher_disagreement_score":0.98537093,"about_ca_system_score_codex":0.00018350843,"about_ca_system_score_gemma":0.0003324641,"threshold_uncertainty_score":0.83990467},"labels":[],"label_agreement":null},{"id":"W4409321150","doi":"10.1002/asjc.3666","title":"Sampled‐data enhanced extended state observer‐based dynamic event‐triggered tracking control for perturbed networked systems","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Computer science; Observer (physics); State observer; Tracking (education); State (computer science); Control (management); Control system; Control engineering; Engineering; Artificial intelligence; Nonlinear system; Physics; Algorithm; Psychology","score_opus":0.015615052137471004,"score_gpt":0.263012226918809,"score_spread":0.247397174781338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409321150","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009682546,0.008534907,0.9746746,0.0013265802,0.003234364,0.0017808744,0.0004345109,0.00014172676,0.00018988065],"genre_scores_gemma":[0.998587,0.000030268517,0.0004390924,0.00025858375,0.00037691373,0.00010625593,0.000036144185,0.0000629953,0.000102719154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99621767,0.00038227355,0.0018424642,0.00037327735,0.00045438771,0.0007299098],"domain_scores_gemma":[0.9962209,0.0014040913,0.0006262765,0.00087319996,0.0006447073,0.00023081449],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020032458,0.00044408455,0.0014513365,0.00029755727,0.00015509277,0.0002457682,0.0011196897,0.0001946636,0.000016294045],"category_scores_gemma":[0.0006714668,0.00039724153,0.0005151053,0.00031344805,0.00006192322,0.0005059612,0.000018285764,0.00043855744,0.000002936731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068086036,0.00028327602,0.0005486165,0.0013094401,0.0045796335,0.00006976729,0.000512777,0.83187115,0.018922143,0.00050053454,0.002775649,0.13181844],"study_design_scores_gemma":[0.02562572,0.00031785882,0.002108771,0.00084102945,0.00057466177,0.000015354037,0.00043627596,0.9635358,0.00012257052,0.0008977404,0.005099061,0.00042515204],"about_ca_topic_score_codex":0.000016699576,"about_ca_topic_score_gemma":0.00008200539,"teacher_disagreement_score":0.9889045,"about_ca_system_score_codex":0.00033526082,"about_ca_system_score_gemma":0.00036427024,"threshold_uncertainty_score":0.99984795},"labels":[],"label_agreement":null},{"id":"W4410321928","doi":"10.1002/asjc.3701","title":"Fixed‐time bipartite consensus control for nonlinear multiagent systems","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Bipartite graph; Multi-agent system; Nonlinear system; Computer science; Consensus; Control (management); Distributed computing; Control theory (sociology); Theoretical computer science; Artificial intelligence; Physics","score_opus":0.00812554648518527,"score_gpt":0.24544548315995793,"score_spread":0.23731993667477266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410321928","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012229278,0.0021945867,0.97901154,0.011406398,0.003388689,0.0016558032,0.00024056013,0.00010027205,0.0007792365],"genre_scores_gemma":[0.99272543,0.0000046734426,0.0049705557,0.0007380187,0.00053939834,0.00007991963,0.0000045391566,0.000023617516,0.00091387134],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99615127,0.0004886848,0.0016991132,0.00040431853,0.00056669215,0.0006899254],"domain_scores_gemma":[0.9955076,0.0009198211,0.0012490295,0.00073371286,0.001244415,0.0003454093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019171368,0.00036802745,0.0011703373,0.00042644615,0.00019230046,0.00046264913,0.0015033808,0.00017423871,0.000009208396],"category_scores_gemma":[0.0008124839,0.00031335847,0.0005994043,0.0003939691,0.00008423461,0.00034111695,0.00004942396,0.0003098925,0.0000780596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009744417,0.0043521905,0.012801717,0.0017384558,0.023623269,0.0032570628,0.002961147,0.11483506,0.10891727,0.19540747,0.31572518,0.20663676],"study_design_scores_gemma":[0.028468091,0.0005571779,0.0007672404,0.00043982163,0.00037386085,0.00024015487,0.00013913203,0.86457187,0.0003347826,0.00030143678,0.103393346,0.00041309986],"about_ca_topic_score_codex":0.000009567506,"about_ca_topic_score_gemma":0.0000026192358,"teacher_disagreement_score":0.99150246,"about_ca_system_score_codex":0.00017501343,"about_ca_system_score_gemma":0.0005332208,"threshold_uncertainty_score":0.9999319},"labels":[],"label_agreement":null},{"id":"W4411076924","doi":"10.1002/asjc.3741","title":"Wearable exoskeleton robot control using radial basis function‐based fixed‐time terminal sliding mode with prescribed performance","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; École de Technologie Supérieure","funders":"","keywords":"Exoskeleton; Wearable computer; Terminal (telecommunication); Control theory (sociology); Terminal sliding mode; Powered exoskeleton; Computer science; Sliding mode control; Function (biology); Robot; Mode (computer interface); Control (management); Engineering; Control engineering; Simulation; Embedded system; Artificial intelligence; Physics; Human–computer interaction; Nonlinear system; Biology","score_opus":0.004034960025887343,"score_gpt":0.19752263270043338,"score_spread":0.19348767267454603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411076924","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13733108,0.0006323341,0.8589004,0.001001286,0.00062689104,0.0003416348,0.000009858105,0.00005787696,0.0010986149],"genre_scores_gemma":[0.9931444,0.000007733331,0.006393272,0.00014300882,0.00015589195,0.0000061136916,7.7994883e-7,0.00002936942,0.000119440854],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987441,0.00007278762,0.00050696003,0.00011832062,0.00025524633,0.00030260102],"domain_scores_gemma":[0.999193,0.000110280715,0.00017187139,0.00017407084,0.00022927174,0.00012146591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031675573,0.000200074,0.00042207746,0.00029494803,0.00013777279,0.00008239427,0.0001716689,0.00008958551,0.000040488983],"category_scores_gemma":[0.000043972184,0.00016425659,0.00015201671,0.00021539256,0.000047620415,0.00027679256,0.0000054454426,0.00031550907,0.000005063064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005468903,0.000038835646,0.0017522417,0.00008659424,0.00022369788,0.0000135008795,0.000089724024,0.9747619,0.014776866,0.000052467578,0.00013288046,0.0075243884],"study_design_scores_gemma":[0.0063368026,0.00049857155,0.0035692293,0.0004713916,0.00033254502,0.000045817484,0.000048859267,0.9865255,0.0013676361,0.00006225277,0.00054480776,0.00019659456],"about_ca_topic_score_codex":0.0000017896325,"about_ca_topic_score_gemma":0.0000011404579,"teacher_disagreement_score":0.8558133,"about_ca_system_score_codex":0.00012676789,"about_ca_system_score_gemma":0.00019435587,"threshold_uncertainty_score":0.66981894},"labels":[],"label_agreement":null},{"id":"W4413086105","doi":"10.1002/asjc.3774","title":"Adaptive mixing formation control of multiquadrotor unmanned aerial vehicle systems","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Parametric statistics; Robustness (evolution); Adaptive control; Computer science; Robust control; Tracking (education); Scheme (mathematics); Engineering; Control engineering; Control system; Control (management); Mathematics; Artificial intelligence","score_opus":0.008582332955954718,"score_gpt":0.22898621151538803,"score_spread":0.2204038785594333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413086105","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061452338,0.0008531857,0.98702556,0.0018038184,0.0022755829,0.0010030555,0.000040545532,0.00004475152,0.0008082525],"genre_scores_gemma":[0.9985136,0.0000032216615,0.00096349214,0.00013371384,0.0002831238,0.000034724642,0.0000012236367,0.00001098987,0.000055958717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99659264,0.00061366096,0.0015870114,0.0002169311,0.0005905398,0.00039923444],"domain_scores_gemma":[0.99636734,0.0003286191,0.0017113799,0.0004498853,0.00097468746,0.00016808104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014031663,0.00024170103,0.00089722563,0.00040459124,0.00011115453,0.0002052626,0.0011501556,0.00013666229,0.0000037817392],"category_scores_gemma":[0.00033765903,0.00021079909,0.00034133176,0.00039569166,0.00005538646,0.0012894203,0.000043442735,0.00026645546,0.000011726518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01409837,0.0023754498,0.011418082,0.0013697152,0.009326764,0.00089404045,0.0095343515,0.092612036,0.2957658,0.38492942,0.011025156,0.16665085],"study_design_scores_gemma":[0.03257011,0.0008866322,0.00378669,0.00094521354,0.00024509683,0.00011539669,0.0009689967,0.9546938,0.0025813042,0.0006331023,0.0022287597,0.00034490632],"about_ca_topic_score_codex":0.00002180748,"about_ca_topic_score_gemma":0.000005039127,"teacher_disagreement_score":0.99236834,"about_ca_system_score_codex":0.0001843335,"about_ca_system_score_gemma":0.00028679502,"threshold_uncertainty_score":0.8596138},"labels":[],"label_agreement":null},{"id":"W4414022239","doi":"10.1002/asjc.3432","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Asian Journal of Control","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Donghua University; National Taiwan Ocean University; Southeast University; Shanghai Jiao Tong University; Università Politecnica delle Marche; Waseda University; Dalian University of Technology; Università della Calabria; University of Ulsan; Anhui University; Chinese Academy of Sciences; Beihang University; Chongqing University; Università degli Studi di Cagliari; RMIT University; Harbin Institute of Technology; University of Alberta; Université Grenoble Alpes; Shandong University of Science and Technology; Shandong University; Louisiana State University","keywords":"Computer science","score_opus":0.01062591471385188,"score_gpt":0.2012964661681175,"score_spread":0.19067055145426562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414022239","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006783701,0.005419931,0.0042284667,0.0019932566,0.027861191,0.00012937952,0.00113277,0.0000034380305,0.95922476],"genre_scores_gemma":[0.011523929,0.0007749432,0.00013326098,0.0009968084,0.0008611053,0.000004241386,0.000019804727,0.000008813819,0.98567706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825245,0.000013230492,0.0013337148,0.00013654125,0.000043596112,0.00022045174],"domain_scores_gemma":[0.9975777,0.000033239503,0.001963512,0.00020472574,0.00014262622,0.00007816458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006656923,0.00017998063,0.0009200654,0.0006753493,0.000080176425,0.00018232218,0.00040989165,0.00016718048,0.04393234],"category_scores_gemma":[0.00014257105,0.00018680198,0.00034302459,0.0001273606,0.000056789806,0.0006289651,0.00003673436,0.00030229767,0.19878957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030918356,0.000013473258,0.000051540363,0.000043535245,0.00036820225,0.0000017219486,0.00035840156,0.00008068172,6.358839e-8,0.0042194007,0.9914255,0.003406561],"study_design_scores_gemma":[0.001339702,0.00005100597,0.00007817269,0.00007858298,0.000032046246,0.0000055258465,0.0003970718,0.00004014518,0.0000011486455,0.0006964619,0.997122,0.00015817018],"about_ca_topic_score_codex":0.00001020189,"about_ca_topic_score_gemma":4.6850224e-7,"teacher_disagreement_score":0.15485722,"about_ca_system_score_codex":0.000120815304,"about_ca_system_score_gemma":0.000108942964,"threshold_uncertainty_score":0.95694166},"labels":[],"label_agreement":null},{"id":"W4414869392","doi":"10.1002/asjc.3862","title":"Exponential synchronization of delayed networked systems with delay‐dependent impulsive control","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Impulse (physics); Control theory (sociology); Synchronization (alternating current); Novelty; Interval (graph theory); Exponential function; Impulse control","score_opus":0.002837682025835348,"score_gpt":0.19866957003957308,"score_spread":0.19583188801373774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414869392","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010818332,0.0012679884,0.9850546,0.0011125611,0.001003638,0.0004494492,0.00000551151,0.000023100976,0.00026478028],"genre_scores_gemma":[0.99845535,0.000022314625,0.0010807881,0.00015235615,0.00023139083,0.000007593078,0.0000019291883,0.000009695338,0.00003858846],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997727,0.00033807236,0.000937335,0.00022162656,0.000484895,0.00029106945],"domain_scores_gemma":[0.99744916,0.00018268991,0.00096102507,0.00035352385,0.00094109704,0.000112526235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000658432,0.00018719013,0.00055932545,0.00020792981,0.00011549507,0.00013169258,0.0006590424,0.00010049216,0.000008471095],"category_scores_gemma":[0.00006797256,0.0001449153,0.00013550348,0.0005125886,0.000077124416,0.0006325159,0.000034271638,0.00024277717,0.0000014237589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024836985,0.00036916172,0.008746472,0.00014341787,0.0014657179,0.0002490788,0.0008577633,0.8825978,0.0012490348,0.035255052,0.0008826448,0.06570017],"study_design_scores_gemma":[0.01148107,0.0014783123,0.0016753749,0.00042943563,0.00030886856,0.00031747247,0.00017181228,0.9821531,0.00021405697,0.0013269837,0.00018427751,0.00025924147],"about_ca_topic_score_codex":0.000012318716,"about_ca_topic_score_gemma":0.000018412491,"teacher_disagreement_score":0.987637,"about_ca_system_score_codex":0.00013104979,"about_ca_system_score_gemma":0.00037632862,"threshold_uncertainty_score":0.59094745},"labels":[],"label_agreement":null},{"id":"W4415604526","doi":"10.1002/asjc.70008","title":"Robust sliding mode tracking control of quadrotor integrated with observer and tracking differentiator","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Differentiator; Control theory (sociology); Lyapunov function; Sliding mode control; Trajectory; Nonlinear system; Bounded function; Tracking (education); Observer (physics)","score_opus":0.013892831145144661,"score_gpt":0.21652193877750334,"score_spread":0.20262910763235867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415604526","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25983545,0.0022125875,0.73630774,0.00035874132,0.000416449,0.00044887426,0.000031675096,0.000052698506,0.00033575244],"genre_scores_gemma":[0.9985745,0.000014684676,0.0010756492,0.000052042065,0.00019049348,0.0000091167485,0.0000010184464,0.000048023416,0.00003449625],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981446,0.00014497298,0.00094375934,0.00015706952,0.0002949586,0.00031461034],"domain_scores_gemma":[0.9985015,0.0002437993,0.00044165814,0.00018125914,0.00048888946,0.0001428944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042766114,0.00030025604,0.000997576,0.0003209153,0.00006091149,0.00008818077,0.00024885358,0.00012422005,0.00001380578],"category_scores_gemma":[0.00016242525,0.00023145557,0.00019025902,0.00020962032,0.000055583478,0.00042438824,0.00000884983,0.0004622605,8.2609824e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008505065,0.00062047323,0.24075532,0.0020136219,0.01643629,0.0007651103,0.0046914723,0.24483232,0.31624514,0.0069835954,0.00068944617,0.15746215],"study_design_scores_gemma":[0.050493952,0.0012956826,0.19368638,0.006113068,0.0021522027,0.00038635707,0.0039978465,0.73204046,0.00652621,0.00024764947,0.0018863573,0.0011738148],"about_ca_topic_score_codex":0.000008995563,"about_ca_topic_score_gemma":0.00003479192,"teacher_disagreement_score":0.738739,"about_ca_system_score_codex":0.00010263797,"about_ca_system_score_gemma":0.00010766983,"threshold_uncertainty_score":0.94384843},"labels":[],"label_agreement":null},{"id":"W4416132528","doi":"10.1002/asjc.70018","title":"An almost disturbance decoupling temperature and humidity control strategy of a 30 m <sup>3</sup> climate chamber","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Decoupling (probability); Control theory (sociology); Backstepping; Disturbance (geology); Humidity; Stability (learning theory); Controller (irrigation)","score_opus":0.003063906327556447,"score_gpt":0.2083151177918655,"score_spread":0.20525121146430905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416132528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80874395,0.081960276,0.1065938,0.0003307527,0.0004649748,0.00041584586,0.000060343344,0.00013176195,0.0012983049],"genre_scores_gemma":[0.99769455,0.0018394756,0.00029842748,0.000046723762,0.00009119985,0.0000039876522,0.000002018788,0.000016430502,0.0000071821555],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991428,0.000040823434,0.00043163146,0.00009581491,0.000103184255,0.00018572109],"domain_scores_gemma":[0.9994873,0.000050476057,0.00013998491,0.00013859458,0.00010365422,0.000080024656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025183347,0.00014978486,0.0004220999,0.00010507845,0.00006952368,0.00005212965,0.0001108369,0.00011140835,0.000019156318],"category_scores_gemma":[0.00001890075,0.0001285463,0.00008411806,0.00013007021,0.000035685207,0.00026508936,0.0000055758414,0.0002507097,2.3108797e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009226508,0.00003364633,0.0015923947,0.00011792646,0.00020051478,0.000021046215,0.00011439948,0.9811725,0.000595433,0.0011111451,0.00004248657,0.014906233],"study_design_scores_gemma":[0.006294603,0.0002953454,0.0062025753,0.00087109674,0.0004164462,0.0001840864,0.00038645876,0.9826102,0.0006178556,0.00048101807,0.0012594237,0.00038087054],"about_ca_topic_score_codex":0.0000011184893,"about_ca_topic_score_gemma":0.0000018106708,"teacher_disagreement_score":0.18895061,"about_ca_system_score_codex":0.000022920114,"about_ca_system_score_gemma":0.000039186998,"threshold_uncertainty_score":0.52419657},"labels":[],"label_agreement":null},{"id":"W4416675808","doi":"10.1002/asjc.3891","title":"Knowledge learning and empirical research of improved pan‐logical fuzzy sets","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Control","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Arts Foundation; University of Toronto","funders":"Division of Graduate Education; Nanjing University; Government of Jiangsu Province; Nanjing University of Finance and Economics; National Natural Science Foundation of China","keywords":"Negation; Fuzzy logic; Premise; Membership function; Fuzzy set; Fuzzy classification; Fuzzy set operations; Defuzzification; Type-2 fuzzy sets and systems","score_opus":0.03961606750072557,"score_gpt":0.3671416767403054,"score_spread":0.32752560923957985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416675808","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17062661,0.031505853,0.35316822,0.054474954,0.0025850842,0.0014601239,0.0000049649793,0.00013707292,0.3860371],"genre_scores_gemma":[0.9984317,0.00002709671,0.00088091666,0.00010670901,0.00012441092,0.000004893544,7.9120284e-8,0.0000043009163,0.00041989793],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99753857,0.00092524843,0.0006379372,0.0002114101,0.00034438202,0.0003424543],"domain_scores_gemma":[0.998041,0.0006902959,0.00026753562,0.00020109683,0.0006442067,0.00015586968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027925319,0.0001217352,0.00052724994,0.00031116998,0.00014108213,0.00011404628,0.00067315885,0.000121288685,0.0000029386476],"category_scores_gemma":[0.0006978431,0.00008622142,0.0001492127,0.00044872734,0.00015083926,0.00021187103,0.00014224112,0.0006853546,0.0000054218394],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007543779,0.0005115994,0.048602086,0.00016341604,0.0005535688,0.0002331672,0.0034224442,0.000029439241,0.015048367,0.12439878,0.004462022,0.80182076],"study_design_scores_gemma":[0.054185737,0.015979346,0.39460406,0.0020606122,0.0003827436,0.0016864437,0.006896398,0.06888109,0.0011095309,0.3430506,0.109599784,0.0015636743],"about_ca_topic_score_codex":0.0000040582545,"about_ca_topic_score_gemma":0.000003353866,"teacher_disagreement_score":0.8278051,"about_ca_system_score_codex":0.000042334148,"about_ca_system_score_gemma":0.0003545676,"threshold_uncertainty_score":0.35160074},"labels":[],"label_agreement":null}]}