{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":83,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":83,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"f3bc870c6d3d","filters":{"venue":"Asian Journal of Control"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.00939481285527234,"gpt":0.1904529179022596,"spread":0.1810581050469873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379816,0.0001571069,0.00055707,0.00008940168,0.00003371725,0.00003947251,0.0002744657,0.00007514205,0.00005095706],"category_scores_gemma":[0.00009551812,0.00009947737,0.0002725913,0.0001117013,0.00002501763,0.00006382869,0.000004830419,0.0002712344,0.00001522436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000499545,"about_ca_system_score_gemma":0.00003484132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004984136,"about_ca_topic_score_gemma":0.0000409963,"domain_scores_codex":[0.9983461,0.0001862266,0.0007856265,0.00007437751,0.000360727,0.0002469583],"domain_scores_gemma":[0.9989001,0.0002788627,0.0003288804,0.0002132307,0.0001918211,0.0000871169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001820098,0.0006642835,0.007625259,0.0001050671,0.003295124,0.0002409263,0.0002882516,0.6926425,0.04797879,0.1734562,0.02274475,0.04913881],"study_design_scores_gemma":[0.03370218,0.00318791,0.4458283,0.0008651556,0.0006032556,0.0002046082,0.0003342567,0.493358,0.001892233,0.01340389,0.005469079,0.001151103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1110752,0.004333662,0.8503136,0.00666267,0.003103415,0.001044284,0.0001625843,0.0001018788,0.02320269],"genre_scores_gemma":[0.9994016,0.000004410231,0.00002507971,0.0001239205,0.0003013243,0.000005326238,7.876631e-7,0.00002539261,0.000112144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8883264,"threshold_uncertainty_score":0.4056569,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.01925169658569143,"gpt":0.2396465095091535,"spread":0.2203948129234621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003234816,0.00009340153,0.0002081343,0.0001032303,0.00008074482,0.0001884263,0.0003480949,0.00002148536,0.00000128546],"category_scores_gemma":[0.00002074458,0.00008322981,0.0001134162,0.00030591,0.000006240974,0.0003948269,0.00001122428,0.0001295215,0.000004853665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003153826,"about_ca_system_score_gemma":0.0003261216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001232647,"about_ca_topic_score_gemma":3.139428e-7,"domain_scores_codex":[0.9988484,0.00005225849,0.000431356,0.000160358,0.0003669974,0.0001406164],"domain_scores_gemma":[0.9987058,0.00002791783,0.0001444953,0.0002520687,0.0007347155,0.0001349943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001183978,0.00009119044,0.000002277585,0.00001067734,0.00002150108,0.000002196923,0.0004756276,0.939075,0.0009070823,0.05418743,0.000152558,0.005062646],"study_design_scores_gemma":[0.000692887,0.00002759334,0.00001908023,0.00002382204,0.00001677977,0.00005966202,0.00006175959,0.9936422,0.00008437963,0.004872622,0.0004064533,0.00009276629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001019724,0.000127603,0.9848443,0.01002973,0.0001301341,0.0002148882,0.000005382231,0.0000180768,0.003610142],"genre_scores_gemma":[0.9357478,0.000001095092,0.06356972,0.0004681917,0.0001466177,0.0000154164,0.000002764407,0.000006705421,0.00004171141],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9347281,"threshold_uncertainty_score":0.3394013,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02730302077428983,"gpt":0.1982960847248185,"spread":0.1709930639505287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005187885,0.0002096441,0.0005865555,0.0001388206,0.00008144041,0.00007295085,0.0001662175,0.0000869578,0.00002510644],"category_scores_gemma":[0.0005078954,0.0001802589,0.00008911092,0.0001134479,0.00003029343,0.0004388205,0.00000415892,0.0001931842,0.00000464197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005331582,"about_ca_system_score_gemma":0.00002440572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.655864e-7,"about_ca_topic_score_gemma":4.181408e-7,"domain_scores_codex":[0.9987063,0.00007876696,0.0005790278,0.0001216177,0.0001694754,0.0003447438],"domain_scores_gemma":[0.9985558,0.0006201121,0.000245695,0.0001022294,0.0003074762,0.0001686777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009510401,0.00009411023,0.0002189464,0.0004948162,0.001331669,0.00009439633,0.001399743,0.8543926,0.0532239,0.0005854972,0.007943996,0.07926928],"study_design_scores_gemma":[0.01754139,0.00049796,0.00004364483,0.000254999,0.0002040121,0.0003341704,0.0002128403,0.9683737,0.0005210678,0.0008491077,0.01082043,0.0003466792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001151047,0.008298269,0.9895312,0.0003280765,0.0002297754,0.0006637927,0.000005894064,0.00006261369,0.0007653289],"genre_scores_gemma":[0.9700243,0.00007686736,0.02918774,0.00007561726,0.0003899062,0.00005108696,1.80672e-7,0.00005503938,0.0001392855],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9699092,"threshold_uncertainty_score":0.7350744,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.0117903712493508,"gpt":0.1903958672896378,"spread":0.178605496040287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00118837,0.0002933932,0.0007764955,0.0001746144,0.00009553321,0.000122396,0.0002747814,0.0001402512,0.00001337405],"category_scores_gemma":[0.0003370584,0.000266514,0.0003475306,0.0001463527,0.00003931488,0.0002194967,0.00000483747,0.0002784247,0.0000219185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771821,"about_ca_system_score_gemma":0.0001087664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001678897,"about_ca_topic_score_gemma":0.000003897499,"domain_scores_codex":[0.9978586,0.0001611064,0.0009698003,0.0001695737,0.0003348176,0.0005060308],"domain_scores_gemma":[0.9984988,0.0004026814,0.0002959386,0.0002617867,0.0002983704,0.0002424209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002005826,0.00003618961,0.00003658631,0.0001756615,0.000490333,0.0000431624,0.0002861566,0.9443325,0.04747688,0.0008560321,0.0009564854,0.005109413],"study_design_scores_gemma":[0.03000298,0.001981455,0.0002046512,0.001729076,0.001046507,0.002865238,0.00258636,0.9237792,0.005934132,0.00152388,0.0262983,0.002048198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02428179,0.003528871,0.9667535,0.0002003732,0.002269663,0.0008859733,0.00004292966,0.00009908002,0.001937809],"genre_scores_gemma":[0.9988466,0.000006853671,0.0003886397,0.00005029091,0.0005475944,0.00005929884,0.000001565486,0.00006161914,0.0000375364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9745648,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.002782906514839319,"gpt":0.1797438424411096,"spread":0.1769609359262703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001845325,0.0001787222,0.0004042457,0.0001105607,0.00005902405,0.00004503952,0.0001314547,0.00009257185,0.00001151512],"category_scores_gemma":[0.000129047,0.000141434,0.0001106854,0.00009062029,0.00003231995,0.0004458898,0.000001839655,0.0003269608,0.00000226083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008036007,"about_ca_system_score_gemma":0.00003790609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.812309e-7,"about_ca_topic_score_gemma":0.00002421921,"domain_scores_codex":[0.999016,0.00002908602,0.0004054087,0.0001112511,0.0001878978,0.0002503474],"domain_scores_gemma":[0.9989535,0.0001265063,0.0003357854,0.0001541794,0.0003133206,0.0001167757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01457473,0.000392222,0.002664057,0.0001612049,0.002891293,0.0001780963,0.001895445,0.443965,0.4703488,0.004523494,0.001966371,0.0564393],"study_design_scores_gemma":[0.224206,0.01576277,0.02535332,0.00164721,0.002650042,0.006816523,0.003304888,0.5751878,0.03029722,0.004265008,0.1061082,0.00440102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01289728,0.0001643221,0.9832182,0.0004883375,0.001064797,0.0006093489,0.00005965143,0.00006681334,0.001431259],"genre_scores_gemma":[0.9967088,0.000001825269,0.002683583,0.00005756566,0.0004135662,0.00003725867,0.000002476936,0.00004835127,0.00004659727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9838115,"threshold_uncertainty_score":0.5767512,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.0104640555215167,"gpt":0.1817969290119521,"spread":0.1713328734904354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006722545,0.0002211324,0.0007495146,0.0001617329,0.00004836974,0.00003255544,0.0002331558,0.0001064939,0.000007787991],"category_scores_gemma":[0.00006071426,0.0001711754,0.0001026599,0.0001518885,0.00004218525,0.0002100438,0.000006605601,0.0002092876,0.000003023283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008095401,"about_ca_system_score_gemma":0.00007545678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377047,"about_ca_topic_score_gemma":0.00002662167,"domain_scores_codex":[0.9983634,0.00008740693,0.0007987412,0.0001688793,0.0002922826,0.0002893212],"domain_scores_gemma":[0.9987067,0.0001092527,0.0002764408,0.0002562687,0.000422685,0.0002286737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001166938,0.00006420894,0.001715563,0.0001568489,0.0004824151,0.00001073712,0.00177066,0.986027,0.005655479,0.0003235194,0.00001653216,0.002610086],"study_design_scores_gemma":[0.005604378,0.0004884627,0.0002631119,0.0002501031,0.0002076287,0.0001040392,0.002014304,0.9903669,0.0001238563,0.00003137252,0.000336777,0.0002091141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09582472,0.001729609,0.8998967,0.0001761571,0.0002393486,0.0007917145,0.00002692842,0.00003873264,0.001276101],"genre_scores_gemma":[0.9968492,0.000009311871,0.002810441,0.00003545702,0.000213948,0.00003758829,7.453987e-7,0.00003297371,0.00001030108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9010245,"threshold_uncertainty_score":0.698033,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.004928274902282222,"gpt":0.179510051536293,"spread":0.1745817766340108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008212303,0.0001926733,0.0005423746,0.0002016239,0.00006991359,0.0001259612,0.0001318321,0.00008193211,0.000007153066],"category_scores_gemma":[0.00003244685,0.0001683329,0.0002912204,0.00009941435,0.00002020353,0.0002063672,0.000001691097,0.000144446,0.00001022648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296984,"about_ca_system_score_gemma":0.00005566403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002993802,"about_ca_topic_score_gemma":0.00001642634,"domain_scores_codex":[0.9983834,0.0001133239,0.0008537776,0.0001204031,0.0002263176,0.0003027949],"domain_scores_gemma":[0.9987465,0.0001513584,0.0003889373,0.0001645859,0.0004298288,0.0001187863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001526264,0.0005602298,0.0008599558,0.0004620325,0.003298672,0.0003671285,0.0004650532,0.6528578,0.07329455,0.01335362,0.05311158,0.1998431],"study_design_scores_gemma":[0.01200911,0.0003379603,0.002828076,0.0001376812,0.0002502403,0.00007906563,0.0001398596,0.9677578,0.0001694336,0.0002753487,0.01578173,0.0002337055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001959326,0.002373342,0.9918184,0.0004301642,0.001794245,0.0008427803,0.0001207687,0.0000555232,0.0006053979],"genre_scores_gemma":[0.9977567,0.000002794534,0.0006699354,0.00003441733,0.001264979,0.00008309969,0.000004642075,0.00003902995,0.0001444064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9957974,"threshold_uncertainty_score":0.6864415,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.006703851595430497,"gpt":0.2060616741203687,"spread":0.1993578225249382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005287681,0.0001217861,0.0006019158,0.0006401876,0.0000195762,0.00001754438,0.00009712522,0.00005637856,0.00001699531],"category_scores_gemma":[0.000119453,0.0001080089,0.0001779268,0.0004207077,0.00002415755,0.0001919792,0.000002835997,0.0001772778,8.781868e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005717212,"about_ca_system_score_gemma":0.00002846062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004361074,"about_ca_topic_score_gemma":0.00004713407,"domain_scores_codex":[0.9988518,0.0001284811,0.00061499,0.00007259935,0.0001645993,0.0001675396],"domain_scores_gemma":[0.9994127,0.00007644531,0.0001954882,0.0001116307,0.0001122219,0.0000915014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009899768,0.0002575464,0.2929056,0.000152062,0.01200744,0.0004435423,0.005954047,0.3967402,0.2206695,0.05789265,0.0001067648,0.01277161],"study_design_scores_gemma":[0.02242779,0.0006652729,0.4554677,0.000790115,0.004449548,0.0004482146,0.01215334,0.4906735,0.00142586,0.009759519,0.0005393592,0.001199796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.545702,0.002752407,0.4443339,0.0001839443,0.0001485705,0.0001437849,0.00002272494,0.00001470191,0.006697963],"genre_scores_gemma":[0.9953058,0.00002007436,0.004586975,0.000009170631,0.00005033314,0.000001947451,4.112452e-7,0.00001499003,0.00001025483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4496038,"threshold_uncertainty_score":0.4404477,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.008617434754288961,"gpt":0.2422938658389268,"spread":0.2336764310846378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009261664,0.0003528037,0.0008901022,0.0002329654,0.0005086928,0.0006866687,0.001241104,0.0001365237,0.00006536361],"category_scores_gemma":[0.0005828799,0.0003137791,0.0002040046,0.00006888044,0.00009229245,0.001480758,0.00005410676,0.0009924547,0.00009679001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140374,"about_ca_system_score_gemma":0.0001156396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000367197,"about_ca_topic_score_gemma":0.000008922858,"domain_scores_codex":[0.9975069,0.0003195384,0.0009362421,0.0002544087,0.0005327055,0.0004502212],"domain_scores_gemma":[0.9972754,0.0002319137,0.001018789,0.0006164198,0.0006185581,0.0002388984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005928563,0.00007423203,0.02980304,0.00007248155,0.002798689,0.0006983586,0.00442288,0.9252496,0.01589007,0.0003330105,0.003763962,0.01630085],"study_design_scores_gemma":[0.01188425,0.000407343,0.04114051,0.0002804785,0.0002059556,0.0002502658,0.0002114127,0.9300084,0.0000684416,0.0000240444,0.01511687,0.0004020144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06902377,0.0007278787,0.9141483,0.00487841,0.001843021,0.0007192278,0.0001009935,0.0001492464,0.008409103],"genre_scores_gemma":[0.9967451,0.000004666286,0.001411684,0.000122138,0.00139583,0.000008652531,0.00001907338,0.00006856513,0.0002242658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9277214,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01807468053463022,"gpt":0.2403220457659331,"spread":0.2222473652313028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002346302,0.00009078488,0.0005414826,0.0004466671,0.00001264982,0.00001638141,0.0001788222,0.00003532619,0.000001980237],"category_scores_gemma":[0.00001232094,0.00007545071,0.0001820683,0.0003729553,0.00002116908,0.00006657306,0.000004039607,0.00006648157,4.589444e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006404213,"about_ca_system_score_gemma":0.00002519442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004949202,"about_ca_topic_score_gemma":0.00000491602,"domain_scores_codex":[0.9992344,0.00002317812,0.0003829244,0.00005113504,0.0001671656,0.0001411443],"domain_scores_gemma":[0.9993811,0.00005212145,0.0001975552,0.0001137844,0.0001939554,0.00006144327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003568411,0.00008692301,0.002206402,0.00008814557,0.01225422,0.00004854644,0.0002405398,0.9425775,0.0002689868,0.02015645,0.007755905,0.01395957],"study_design_scores_gemma":[0.004735593,0.0005718928,0.00172673,0.00005923505,0.002770448,0.00001125142,0.0009698673,0.9776804,0.001649569,0.0004206327,0.009223706,0.0001806276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02552443,0.00458273,0.9644037,0.0002621241,0.000186715,0.0001851619,0.0000226438,0.00007722708,0.004755204],"genre_scores_gemma":[0.9990087,0.00002312113,0.0008541646,0.00001627715,0.0000384063,0.00001192982,0.000001706397,0.000006713963,0.00003902167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9734842,"threshold_uncertainty_score":0.3076791,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01223820614577205,"gpt":0.232532292536464,"spread":0.220294086390692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007566889,0.0002910672,0.001115066,0.0001828495,0.0001344497,0.00009103933,0.0007548803,0.0001378907,0.00004034463],"category_scores_gemma":[0.0003672962,0.0002493318,0.0004423948,0.00004324301,0.0001296162,0.000544454,0.00001748828,0.0004383399,0.00002331965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009139797,"about_ca_system_score_gemma":0.00009848156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001279868,"about_ca_topic_score_gemma":0.00001614399,"domain_scores_codex":[0.9977654,0.000126271,0.001103742,0.0001403393,0.0004795881,0.0003846193],"domain_scores_gemma":[0.9973282,0.0001791686,0.001174138,0.0005059938,0.000573286,0.0002392179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01477666,0.001062149,0.05311699,0.0009471255,0.02265391,0.004644184,0.008014893,0.1818378,0.3560143,0.0108337,0.00841018,0.3376881],"study_design_scores_gemma":[0.09369475,0.004560616,0.1194372,0.003195248,0.001853571,0.001355995,0.00290786,0.7284161,0.006604158,0.001057076,0.03457886,0.002338534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06127192,0.004652661,0.9137871,0.0020929,0.003344188,0.001273033,0.0001588833,0.00009639344,0.01332297],"genre_scores_gemma":[0.9976404,0.00001058318,0.001044345,0.00005535063,0.001110624,0.00001008249,3.464509e-7,0.00005766558,0.0000706584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9363684,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.005422244528843909,"gpt":0.1988951966956579,"spread":0.193472952166814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005372033,0.0001914769,0.0004390864,0.00009721272,0.0001308213,0.0001979857,0.0006372353,0.00008443864,0.0001284267],"category_scores_gemma":[0.00004613606,0.0001488972,0.0001509777,0.0003201923,0.00004834618,0.0009420628,0.00003362362,0.0002097851,0.00003190667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007828877,"about_ca_system_score_gemma":0.0001083919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.871448e-7,"about_ca_topic_score_gemma":0.000001856172,"domain_scores_codex":[0.9983199,0.0002000367,0.0005373639,0.0002448682,0.0003372177,0.0003605993],"domain_scores_gemma":[0.9982588,0.0002064271,0.0005406196,0.0003392572,0.0005062529,0.0001487016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007934827,0.0001672421,0.003873696,0.00004488645,0.0002390538,0.00003544424,0.0003695824,0.908014,0.001131809,0.003244299,0.003313246,0.07877327],"study_design_scores_gemma":[0.003126523,0.001258874,0.001483679,0.00004548052,0.00004397562,0.0001723242,0.000008738635,0.9928951,0.00001660798,0.0003421394,0.000429502,0.0001771153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007042535,0.0001224729,0.9887633,0.002797734,0.0003268149,0.0005931263,0.000003807315,0.00004283583,0.0003073627],"genre_scores_gemma":[0.9856579,0.000001943144,0.01323599,0.0005620387,0.0003743295,0.000004916976,0.000009560747,0.00002064997,0.0001327209],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9786153,"threshold_uncertainty_score":0.6071852,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02435388672880986,"gpt":0.2614820306602237,"spread":0.2371281439314139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001284754,0.0003593657,0.001404256,0.0004593357,0.00007018021,0.00007399716,0.0004556954,0.0002031113,0.00001136418],"category_scores_gemma":[0.0003229585,0.0003036106,0.0006159039,0.0003938983,0.00004237295,0.0002690531,0.00001319824,0.0003948897,0.00003876028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898324,"about_ca_system_score_gemma":0.0002048705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001224984,"about_ca_topic_score_gemma":0.000006813787,"domain_scores_codex":[0.9971533,0.0001623178,0.001458248,0.0001902545,0.0005022407,0.0005336825],"domain_scores_gemma":[0.9973105,0.0006687616,0.0006758488,0.0002425564,0.000855605,0.0002467539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003285871,0.0001034057,0.0007106733,0.0005627721,0.001965465,0.0001231781,0.0003892419,0.905594,0.07757891,0.001100598,0.006391362,0.002194561],"study_design_scores_gemma":[0.01773069,0.0005224488,0.00008853932,0.0004430068,0.0002032284,0.00002711887,0.0004771294,0.9676763,0.000891434,0.0000362578,0.01163277,0.000271117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1094112,0.00496309,0.8665541,0.003029579,0.005872718,0.00567564,0.001115309,0.0008946091,0.00248374],"genre_scores_gemma":[0.9971645,0.000008531048,0.001252031,0.00004001413,0.0009925828,0.00007005672,0.00001459521,0.0001111318,0.0003464978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8877534,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01525778760057873,"gpt":0.2455787141105962,"spread":0.2303209265100175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001007104,0.0004830539,0.001337042,0.000266923,0.0003561012,0.000112976,0.0005667586,0.0001249673,0.00009482881],"category_scores_gemma":[0.0005729026,0.0004623646,0.0006500026,0.0002864751,0.00005395396,0.000453488,0.00002951548,0.0005823394,0.00001022291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000435,"about_ca_system_score_gemma":0.0002296019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000135283,"about_ca_topic_score_gemma":0.00001621569,"domain_scores_codex":[0.9966748,0.0004259514,0.00132353,0.0002697898,0.0005972547,0.000708716],"domain_scores_gemma":[0.9975706,0.0006700351,0.000616817,0.0002628973,0.0005602699,0.0003193547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001805631,0.0000824722,0.003201007,0.00002586147,0.001510108,0.00013735,0.0003028185,0.9825289,0.00687197,0.0006269508,0.0007481589,0.00215876],"study_design_scores_gemma":[0.02368359,0.0007304053,0.0004525033,0.00006611563,0.0004139009,0.0003567956,0.0006550255,0.9700056,0.00004743992,0.0001402465,0.003012867,0.000435562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03210419,0.001231192,0.9614581,0.000480498,0.00169202,0.001395464,0.001179248,0.0001152783,0.000343954],"genre_scores_gemma":[0.9966907,0.00000174424,0.001702063,0.0003195067,0.001049677,0.00007517832,0.000009012752,0.000104718,0.00004741145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9645865,"threshold_uncertainty_score":0.9997828,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.004822050797002424,"gpt":0.1992669615019985,"spread":0.1944449107049961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008947005,0.0002129116,0.0005891722,0.0001909894,0.00008801563,0.00009684099,0.000284793,0.0001121323,0.00004908697],"category_scores_gemma":[0.00009753567,0.0001884896,0.0002711051,0.0001629277,0.00003167178,0.0004282788,0.00000583084,0.0003989149,0.00001542759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081275,"about_ca_system_score_gemma":0.0001049703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001156428,"about_ca_topic_score_gemma":0.000005309036,"domain_scores_codex":[0.9981944,0.0001226335,0.0007416058,0.0001286903,0.0004312675,0.0003813811],"domain_scores_gemma":[0.9990283,0.0001291993,0.0001663964,0.0002011817,0.0002564981,0.000218459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002245131,0.00003428521,0.00036512,0.00002427459,0.0002920527,0.00005887522,0.0005584582,0.9881575,0.002997672,0.00009300922,0.00002246465,0.007171835],"study_design_scores_gemma":[0.03474565,0.001070347,0.002290647,0.0003972911,0.0004060532,0.0007307389,0.00112675,0.9556065,0.001152726,0.0004369238,0.001267342,0.0007690988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02125482,0.001217952,0.9721699,0.001342875,0.0006610304,0.0002908227,0.000006559901,0.00008466292,0.00297133],"genre_scores_gemma":[0.9964573,0.00001552477,0.002750873,0.0001106653,0.0006090783,0.000007549618,7.093273e-7,0.00003923078,0.000009026759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9752025,"threshold_uncertainty_score":0.7686381,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.03366678754733807,"gpt":0.2571090297828134,"spread":0.2234422422354753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000647416,0.0002101595,0.0005132797,0.0001805535,0.0000623515,0.0001112352,0.0001638341,0.0001230315,0.000002066256],"category_scores_gemma":[0.0002523461,0.0001857507,0.000216888,0.000128811,0.00001323983,0.000316629,0.000002871566,0.000209545,0.0000126473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870881,"about_ca_system_score_gemma":0.0001271727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001981608,"about_ca_topic_score_gemma":0.000009982893,"domain_scores_codex":[0.9984081,0.0001279948,0.0007087585,0.0001152171,0.0003532789,0.000286594],"domain_scores_gemma":[0.9986473,0.0001138659,0.0003015195,0.0001493637,0.0005062265,0.0002817119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004947404,0.00002231966,0.00005435377,0.00006851403,0.0002146599,0.00002169064,0.0003112742,0.9903343,0.003769733,0.0001783071,0.00107352,0.003456607],"study_design_scores_gemma":[0.006531549,0.0004159964,0.00001870635,0.0001724162,0.0001017989,0.00008630998,0.001402239,0.9873322,0.0004056819,0.00006930589,0.003274477,0.0001893319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02383101,0.000933052,0.9697589,0.0004610833,0.003219009,0.0008170845,0.00007700975,0.0001483507,0.0007544626],"genre_scores_gemma":[0.9935474,0.000001256471,0.005504242,0.00005531189,0.0007315133,0.00004252229,0.000003809381,0.00004657076,0.0000673617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9697164,"threshold_uncertainty_score":0.7574694,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01496177374414725,"gpt":0.2411021415351974,"spread":0.2261403677910502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282389,0.0002368086,0.0005461249,0.0002832468,0.0002761478,0.0003100146,0.0008461272,0.0001229876,0.000007702239],"category_scores_gemma":[0.0003447566,0.0002094675,0.0002572245,0.0002462807,0.00009039554,0.001838172,0.00003081147,0.0003390851,0.00001980913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179376,"about_ca_system_score_gemma":0.0003687602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004165656,"about_ca_topic_score_gemma":0.000003471545,"domain_scores_codex":[0.9972004,0.0005099164,0.0009307583,0.0002269666,0.000668722,0.0004632807],"domain_scores_gemma":[0.9970379,0.0001293425,0.001260845,0.0003105917,0.001016035,0.0002452877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002261425,0.0002094922,0.001288185,0.00003317767,0.0005359949,0.0001007878,0.0022332,0.9257099,0.04688137,0.00262655,0.0005753655,0.01754452],"study_design_scores_gemma":[0.01193237,0.0007289095,0.0004935917,0.0001180177,0.0001066616,0.00009057353,0.0001122833,0.9847302,0.0008571103,0.0004288404,0.0002146297,0.0001868265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01272655,0.00008089411,0.9840547,0.001499809,0.0007975451,0.0003687992,0.00001867193,0.00007346629,0.0003795074],"genre_scores_gemma":[0.9939339,6.755976e-7,0.004813381,0.0003348119,0.0008763735,0.000006906668,0.000001700629,0.00001854568,0.00001366003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9812074,"threshold_uncertainty_score":0.8541838,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.007536811096901443,"gpt":0.2240005766444995,"spread":0.2164637655475981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005057792,0.0002948483,0.0008926479,0.0003219402,0.00007029258,0.00006131966,0.0003655007,0.0001116051,0.00001046086],"category_scores_gemma":[0.0000882512,0.0002328159,0.000186479,0.0002462367,0.00004810402,0.000225431,0.000006019257,0.0002543385,0.00001777819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721782,"about_ca_system_score_gemma":0.000127687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001412209,"about_ca_topic_score_gemma":0.0000226723,"domain_scores_codex":[0.9978607,0.0001377681,0.0009223517,0.0001867208,0.0005136259,0.000378891],"domain_scores_gemma":[0.997937,0.0001678595,0.0005413453,0.0003115672,0.0007747978,0.0002674027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004280471,0.0003435714,0.0117039,0.0006189876,0.00313661,0.0001313671,0.002108858,0.5606424,0.3972563,0.00113939,0.0003451953,0.01829307],"study_design_scores_gemma":[0.008200884,0.001012964,0.001713723,0.0005915012,0.0003134287,0.00008747308,0.0004565177,0.9824437,0.002739798,0.000006455278,0.002102933,0.0003306537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05504094,0.0005820278,0.9423621,0.0004224684,0.0004627935,0.000711974,0.0000465286,0.00005878249,0.000312437],"genre_scores_gemma":[0.9959901,0.000001624402,0.002500294,0.00007413834,0.001310909,0.00002747429,0.000002008733,0.00007820315,0.00001524579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9409491,"threshold_uncertainty_score":0.9493958,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.007774274422130262,"gpt":0.1930328739760125,"spread":0.1852585995538822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001818025,0.0006121916,0.001936479,0.0005110694,0.00009753813,0.0001433116,0.0006657097,0.0002916873,0.000005321632],"category_scores_gemma":[0.0002543921,0.0005276967,0.0007170998,0.0003947422,0.0001117194,0.0003663936,0.000006722878,0.0007374645,0.00002604823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573363,"about_ca_system_score_gemma":0.0002293402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006436356,"about_ca_topic_score_gemma":0.000002478211,"domain_scores_codex":[0.99502,0.0005149181,0.002181246,0.0003407536,0.001151066,0.000791994],"domain_scores_gemma":[0.9967677,0.0005588893,0.0009601864,0.0006860494,0.000564177,0.0004629791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003459338,0.0008624499,0.001362689,0.0008341658,0.001386587,0.0001746403,0.0009457886,0.8948929,0.03713994,0.003159021,0.002935848,0.05284664],"study_design_scores_gemma":[0.1288417,0.01254952,0.02726366,0.004223409,0.002916974,0.0009258382,0.005857257,0.7960173,0.004897815,0.005885043,0.006512383,0.004109111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1995061,0.01322598,0.6584148,0.006611706,0.006426289,0.006078017,0.0004889231,0.000640785,0.1086074],"genre_scores_gemma":[0.9983433,0.00001996184,0.0002662722,0.0005121304,0.0007284994,0.00003125699,0.000005354986,0.00007434621,0.00001888616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7988372,"threshold_uncertainty_score":0.9997175,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.016569236730168,"gpt":0.19598372631519,"spread":0.179414489585022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002816127,0.0002318954,0.0005470181,0.0001879,0.0001012079,0.00006126433,0.000229498,0.00005008511,0.0001310981],"category_scores_gemma":[0.00001753135,0.0001662112,0.0001910323,0.0003168946,0.00006092223,0.0003522483,0.00001345844,0.0002821737,0.00001393383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009729369,"about_ca_system_score_gemma":0.0002155628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840968,"about_ca_topic_score_gemma":0.000007217376,"domain_scores_codex":[0.9985398,0.00009588024,0.0005491432,0.0001732018,0.0003055335,0.0003364151],"domain_scores_gemma":[0.9981495,0.00008346549,0.0008363227,0.0001847913,0.0005568736,0.0001890572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0102753,0.004412792,0.4138018,0.0002652039,0.01781767,0.0007469753,0.02019235,0.1280142,0.004839284,0.121837,0.0005800798,0.2772172],"study_design_scores_gemma":[0.09453683,0.01285162,0.2031578,0.002290867,0.004548134,0.001212912,0.02519523,0.6418206,0.0006562911,0.009124226,0.001167696,0.003437825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06742679,0.000520134,0.928258,0.0001271984,0.0003663163,0.0004227474,0.0000234075,0.00001320403,0.002842187],"genre_scores_gemma":[0.9985604,0.000001323401,0.0006792775,0.00003518259,0.0006275448,0.00001260747,0.000003094218,0.00002745832,0.00005309942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9311336,"threshold_uncertainty_score":0.6777898,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01751426277476063,"gpt":0.2255127058893339,"spread":0.2079984431145733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005479865,0.0004103894,0.001226689,0.0001551965,0.00008536519,0.0001013424,0.0004516126,0.0001643754,0.00008353128],"category_scores_gemma":[0.0005040409,0.0003659904,0.0006124697,0.0001557763,0.00005900066,0.0004601823,0.00001044343,0.0005366385,0.000106923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111223,"about_ca_system_score_gemma":0.0001142062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001109598,"about_ca_topic_score_gemma":0.000003506437,"domain_scores_codex":[0.9975311,0.0001439494,0.001096761,0.0002295809,0.0004477198,0.0005509569],"domain_scores_gemma":[0.9976586,0.0006166663,0.0004963944,0.0001908743,0.0005554252,0.0004820381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009027409,0.0002862068,0.001437655,0.0003926698,0.008774602,0.001620588,0.005110447,0.82801,0.06998342,0.001137748,0.01927194,0.05494737],"study_design_scores_gemma":[0.02207352,0.001604482,0.0008378272,0.0002548942,0.0005223498,0.0001708643,0.0003947639,0.9343966,0.0003338496,0.0001108966,0.03870839,0.0005916154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001773581,0.002240973,0.9865859,0.006342424,0.0006386661,0.0009629509,0.0001900084,0.0001421942,0.001123286],"genre_scores_gemma":[0.9934504,0.000008775049,0.00307134,0.0007849958,0.002490255,0.00002428646,0.000002761723,0.0001106521,0.000056532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9916768,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.00661004940386126,"gpt":0.2168550663714137,"spread":0.2102450169675525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598028,0.0001054003,0.0003407157,0.00006409627,0.0000236728,0.00001422587,0.0001259883,0.00004257713,0.00009273581],"category_scores_gemma":[0.0001289791,0.00006149393,0.0001449693,0.00005722937,0.0000825272,0.0001095748,0.00000980448,0.0001107459,0.000003136063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001243186,"about_ca_system_score_gemma":0.00004611052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004850968,"about_ca_topic_score_gemma":3.570298e-7,"domain_scores_codex":[0.9988664,0.0001066906,0.0005209415,0.0001108111,0.0002326542,0.0001624826],"domain_scores_gemma":[0.9987286,0.0003565459,0.0004268843,0.0001140476,0.0002048213,0.0001691152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001700353,0.0002648686,0.04538319,0.00001461001,0.0008615954,0.00001550771,0.0002049867,0.00000502867,0.05129018,0.3428504,0.0001211614,0.5572881],"study_design_scores_gemma":[0.0604231,0.005301828,0.1397768,0.001268186,0.001963641,0.00005675062,0.001789943,0.00431426,0.1140058,0.6589717,0.01060743,0.001520697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7219392,0.0004871805,0.2704999,0.004143751,0.0003002969,0.0003074988,0.00005969171,0.000006979468,0.002255491],"genre_scores_gemma":[0.9995708,0.000003763464,0.0001420988,0.0000399625,0.0001454642,0.000003716926,1.482388e-7,0.000008841933,0.00008514766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557674,"threshold_uncertainty_score":0.250765,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01312622715943236,"gpt":0.2292923753281763,"spread":0.2161661481687439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004172173,0.0001032085,0.000254805,0.0001564287,0.00007232647,0.0001798696,0.0001905783,0.00002836035,3.585076e-7],"category_scores_gemma":[0.00001752286,0.00009852726,0.00007207213,0.0002630282,0.000008801736,0.0004722385,0.000008844521,0.0001504491,0.000001656016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004804578,"about_ca_system_score_gemma":0.0002465673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005401032,"about_ca_topic_score_gemma":0.000002944123,"domain_scores_codex":[0.9987918,0.0001038865,0.0004700232,0.0001868532,0.0002981582,0.00014929],"domain_scores_gemma":[0.9990123,0.0000383484,0.0001435465,0.0001749746,0.0005078943,0.0001229559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002223771,0.00008982589,0.00004106552,0.0000188528,0.00001847047,0.000004214223,0.0005658419,0.9493012,0.002357465,0.04460542,0.0000272945,0.002948104],"study_design_scores_gemma":[0.00173227,0.00004300823,0.0003876848,0.00004213966,0.00002087777,0.00009457731,0.0001271872,0.9939082,0.00005546384,0.003459808,0.00004179338,0.00008698335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007591342,0.0001976131,0.9820126,0.0087826,0.00007244849,0.0003567819,0.00001031318,0.00001189822,0.0009644002],"genre_scores_gemma":[0.9845541,0.000002020417,0.01491619,0.0003865616,0.00009438996,0.00002852992,0.000004523599,0.00000701992,0.000006715106],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9769627,"threshold_uncertainty_score":0.4017825,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.00166683226840668,"gpt":0.1918314570821451,"spread":0.1901646248137384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001375137,0.0001108199,0.0002694701,0.0001064402,0.00005084785,0.00003536837,0.00021569,0.00002917821,0.0001595784],"category_scores_gemma":[0.00001247828,0.00008467369,0.00007766333,0.0001587714,0.00003332921,0.000296782,0.00001620754,0.0001254265,0.00002043184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004092321,"about_ca_system_score_gemma":0.00007616135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004696958,"about_ca_topic_score_gemma":0.000006369421,"domain_scores_codex":[0.9990811,0.0000795377,0.0004425301,0.00008856858,0.0001855934,0.0001226302],"domain_scores_gemma":[0.9982588,0.00003869836,0.0005616682,0.000225638,0.0008174827,0.00009771531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002835357,0.0003519543,0.07440662,0.00003532535,0.0005398733,0.000001301613,0.003917887,0.006672262,0.0149175,0.01302856,0.0009002329,0.8849449],"study_design_scores_gemma":[0.05797152,0.008914464,0.621316,0.002590989,0.002200189,0.0002393488,0.03018894,0.19513,0.01580379,0.05279431,0.009954472,0.002895987],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1152853,0.00008460993,0.8796839,0.003083977,0.00004064217,0.0005804009,0.000008641223,0.000005880008,0.001226735],"genre_scores_gemma":[0.9984434,0.000002085266,0.001182252,0.00009552181,0.0001818761,0.00003510908,0.00001459981,0.00001463076,0.00003058372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8831581,"threshold_uncertainty_score":0.3452893,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.006456270774757075,"gpt":0.2141579736179582,"spread":0.2077017028432012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249883,0.0001704099,0.0006068685,0.0002343213,0.0001134095,0.00005559794,0.000406067,0.00005110121,0.0000357897],"category_scores_gemma":[0.00009847977,0.0001683045,0.000100491,0.000196101,0.00002621284,0.0003012341,0.00003677997,0.0002731576,0.000008049009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000860309,"about_ca_system_score_gemma":0.00005531008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002900964,"about_ca_topic_score_gemma":0.00003894913,"domain_scores_codex":[0.9981083,0.0002127163,0.0008793767,0.0001988213,0.0003592585,0.0002415455],"domain_scores_gemma":[0.9985508,0.0001327281,0.0004511003,0.0004733379,0.0002057134,0.0001862587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00150657,0.0003482965,0.005826119,0.0002052411,0.001960025,0.00009264507,0.001860351,0.1656005,0.7170029,0.00195502,0.01404054,0.08960181],"study_design_scores_gemma":[0.03607244,0.001658697,0.08311501,0.0001370351,0.00123442,0.0007570185,0.001905625,0.7119295,0.0007224223,0.0006103669,0.1609433,0.0009141832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1545244,0.005258997,0.8268441,0.007321076,0.001325342,0.002315501,0.001580717,0.00009654921,0.0007333112],"genre_scores_gemma":[0.9992288,0.00001652743,0.00009117561,0.0001793745,0.0003310042,0.00006505739,0.00001344706,0.00003358563,0.0000410681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8447044,"threshold_uncertainty_score":0.686326,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02085442902577033,"gpt":0.2552914576439417,"spread":0.2344370286181714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00152458,0.0001727021,0.0004658862,0.00008510696,0.000112132,0.0001227624,0.0002198235,0.00009386942,0.0000120836],"category_scores_gemma":[0.0001699995,0.0001195469,0.000301873,0.0001022048,0.00000866857,0.0002364687,0.000002776695,0.0002338395,0.000001513854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036586,"about_ca_system_score_gemma":0.00006160023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002444342,"about_ca_topic_score_gemma":0.000003937163,"domain_scores_codex":[0.9985271,0.0001801659,0.0006462162,0.00009947455,0.0002372189,0.0003098279],"domain_scores_gemma":[0.9989901,0.0002728894,0.0002774591,0.0001607112,0.0001761904,0.0001226857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001134506,0.00001847834,0.00003200065,0.00002289336,0.0003811459,0.000005746305,0.0001444682,0.9212184,0.04164831,0.03076461,0.0001052571,0.005545247],"study_design_scores_gemma":[0.004528015,0.0001246153,0.00001512868,0.00005348398,0.0002080989,0.0001172594,0.0002874788,0.9871998,0.0007295557,0.004633181,0.001957149,0.0001462023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001215311,0.0005920366,0.9952721,0.0008974617,0.0009216747,0.0004253834,0.00001142888,0.00003413219,0.0006304647],"genre_scores_gemma":[0.9787709,0.000005767835,0.02052793,0.0002013653,0.0004141062,0.00001530429,4.177069e-7,0.00003976,0.00002449363],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9775556,"threshold_uncertainty_score":0.487498,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.002131242332636342,"gpt":0.1943672814524331,"spread":0.1922360391197968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041844,0.0001510431,0.0004220436,0.00007943526,0.00004443836,0.00002974982,0.0001267305,0.0000845906,0.000009806082],"category_scores_gemma":[0.00006400672,0.0001445748,0.0001799142,0.000121259,0.00001298048,0.000280215,0.000002663375,0.000135778,0.000007111933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243658,"about_ca_system_score_gemma":0.00003515256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.097228e-7,"about_ca_topic_score_gemma":0.000002323883,"domain_scores_codex":[0.9987937,0.0000576088,0.0005955721,0.0001121018,0.000202044,0.0002390001],"domain_scores_gemma":[0.9988596,0.0001788197,0.0004184018,0.0001346814,0.0003177044,0.00009083356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000611635,0.00001063919,0.00235251,0.00002536581,0.000127645,6.527654e-7,0.00003449601,0.9877462,0.001138925,0.0002284012,0.0002195304,0.007503954],"study_design_scores_gemma":[0.009017362,0.0002932413,0.003420675,0.00005071327,0.0000976884,0.000009458719,0.00002809299,0.9842872,0.00001999335,0.0004735661,0.002175761,0.0001262209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003157558,0.0004142315,0.9934022,0.0003078186,0.0006169191,0.001611419,0.00002226386,0.00006197767,0.0004056071],"genre_scores_gemma":[0.9975543,0.000002151056,0.001475487,0.00008356549,0.0007000106,0.0001002484,0.000009495873,0.00004200395,0.00003272462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9943967,"threshold_uncertainty_score":0.5895588,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.009591950362606122,"gpt":0.2100338854946722,"spread":0.2004419351320661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008785056,0.0002202717,0.0006613579,0.00009055741,0.00008495773,0.00009901064,0.0002051716,0.0001497044,0.00002011816],"category_scores_gemma":[0.00007050997,0.0001917718,0.000246961,0.00009754077,0.0000164247,0.000235145,0.000005662529,0.0001773479,0.00000168027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135355,"about_ca_system_score_gemma":0.00003784643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004004188,"about_ca_topic_score_gemma":0.000003644649,"domain_scores_codex":[0.9983538,0.0001227312,0.000783788,0.000117471,0.0002213343,0.0004008334],"domain_scores_gemma":[0.9989915,0.0001184814,0.0003554838,0.0001391711,0.0002461699,0.0001491642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001539609,0.00005241706,0.0002030794,0.00004563012,0.000762899,0.0001257492,0.0000699975,0.7980896,0.1773784,0.004952703,0.0002887995,0.01649105],"study_design_scores_gemma":[0.006150589,0.0006161256,0.0002526982,0.0002233356,0.0002920017,0.0005040096,0.00004358964,0.9838548,0.0003863684,0.006215924,0.001143132,0.000317476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01339607,0.0006377733,0.9829838,0.0005118227,0.001362217,0.0008217692,0.00001544483,0.00005134077,0.0002197303],"genre_scores_gemma":[0.994337,0.000008548265,0.003962612,0.0001573012,0.001419426,0.0000354794,0.000001727764,0.00005282198,0.00002505957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9809409,"threshold_uncertainty_score":0.7820226,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01459955563428879,"gpt":0.2004456560965737,"spread":0.1858461004622849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003916247,0.0001791137,0.0005477084,0.0001776196,0.00006209437,0.00002152602,0.0001523649,0.0001095633,0.000001362304],"category_scores_gemma":[0.00009699576,0.0001471452,0.0001236484,0.000155981,0.00003482217,0.0004103835,0.000002930503,0.0001490128,6.138784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009833284,"about_ca_system_score_gemma":0.0001429252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002999312,"about_ca_topic_score_gemma":0.000002139844,"domain_scores_codex":[0.9984916,0.00006292507,0.0007632854,0.0001087816,0.0003590284,0.0002143213],"domain_scores_gemma":[0.9982721,0.0000829386,0.000423348,0.0001919465,0.0009353023,0.00009437156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000231745,0.00002967627,0.0000774065,0.0001400156,0.0001945355,0.000005314076,0.001273404,0.9765219,0.02034318,0.0008022278,0.0001066981,0.000273877],"study_design_scores_gemma":[0.003747902,0.0002659011,0.00002613619,0.0002504383,0.0001067985,0.0001802995,0.0002028327,0.9944774,0.00015841,0.0003301759,0.0001064743,0.0001472498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02721214,0.001209629,0.9697972,0.0001324716,0.0002571997,0.0005414748,0.00001454251,0.00004202569,0.000793353],"genre_scores_gemma":[0.993342,0.00001837376,0.006181736,0.00001161018,0.0002743587,0.00001747358,0.000003380932,0.00006228079,0.00008878142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9661298,"threshold_uncertainty_score":0.6000406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.008599919971553203,"gpt":0.2045190192100849,"spread":0.1959190992385317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001957174,0.0004392389,0.001278339,0.0003536461,0.0002776808,0.0007244386,0.002277447,0.000239382,0.000007466275],"category_scores_gemma":[0.001314209,0.0003448215,0.0002738588,0.0005864202,0.0001359657,0.002108219,0.0000563766,0.000584828,0.00004296028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987751,"about_ca_system_score_gemma":0.0002964907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001995409,"about_ca_topic_score_gemma":0.00002135836,"domain_scores_codex":[0.9950898,0.001165424,0.00176467,0.0003788842,0.0008460019,0.0007552576],"domain_scores_gemma":[0.9913595,0.002156786,0.003279886,0.001179851,0.001702811,0.0003212023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004300576,0.002499198,0.1010306,0.001618607,0.01298585,0.0004992542,0.02620744,0.4370543,0.03232351,0.08556648,0.07325541,0.2265292],"study_design_scores_gemma":[0.02328566,0.00194189,0.01541957,0.002081349,0.0005709035,0.0008616104,0.009109932,0.9339955,0.0005047016,0.001723359,0.01015248,0.0003529672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02087301,0.006087461,0.9644038,0.001539445,0.0009102614,0.001489902,0.00001896514,0.0001303623,0.004546781],"genre_scores_gemma":[0.997512,0.00008907487,0.001559302,0.0001720921,0.000289757,0.00008857319,0.000008558192,0.00004040838,0.0002401991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.976639,"threshold_uncertainty_score":0.9999004,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01155270782899733,"gpt":0.2167435261005566,"spread":0.2051908182715593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007024808,0.0003457241,0.001040264,0.0003142495,0.00003531221,0.00003364586,0.0003443209,0.0001128934,0.00000627814],"category_scores_gemma":[0.0003142299,0.0003072367,0.0002688021,0.0002138491,0.0000816178,0.0004992046,0.00002136455,0.0003842227,0.00004201446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004598809,"about_ca_system_score_gemma":0.0002285133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001359996,"about_ca_topic_score_gemma":0.000008319636,"domain_scores_codex":[0.9973027,0.0001970453,0.001280252,0.0001614839,0.0006651434,0.0003934398],"domain_scores_gemma":[0.9968086,0.0002359646,0.001007459,0.0002600256,0.001272929,0.0004150159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005967151,0.00003247581,0.00002800699,0.00007142484,0.00072456,0.0001038337,0.001324828,0.9897943,0.0007688183,0.0001830041,0.0001734442,0.00619861],"study_design_scores_gemma":[0.006884569,0.001131216,0.001011017,0.000577189,0.0003416295,0.0005068205,0.002255543,0.9864603,0.00008419458,0.0004153899,0.00001230706,0.0003198841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02353185,0.001205861,0.9730879,0.0000828421,0.001137901,0.0005696556,0.00007281462,0.00006391671,0.0002472257],"genre_scores_gemma":[0.9975032,6.30707e-7,0.002009734,0.00001407053,0.000360431,0.00001283484,0.000002939882,0.00007238071,0.0000237528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9739714,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.006632659724991045,"gpt":0.2180694749575577,"spread":0.2114368152325666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001188593,0.0004122535,0.001152031,0.0001989971,0.0003439686,0.0006428474,0.0006700499,0.0001892021,0.000008243473],"category_scores_gemma":[0.000315511,0.0003140847,0.000351604,0.00006810165,0.00008811965,0.0005749229,0.00001147301,0.0005227838,0.000009537255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592077,"about_ca_system_score_gemma":0.0001712614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007160719,"about_ca_topic_score_gemma":0.0000206883,"domain_scores_codex":[0.9974282,0.0002545868,0.0009210078,0.000257376,0.0005289793,0.0006097844],"domain_scores_gemma":[0.996959,0.000366119,0.001003107,0.000565386,0.0007909606,0.0003153722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02689802,0.00095116,0.04261593,0.003676615,0.01839018,0.001781346,0.00308233,0.8259286,0.02125794,0.001800529,0.003869054,0.04974828],"study_design_scores_gemma":[0.03006251,0.00279654,0.002298414,0.001338483,0.0006764042,0.0002242577,0.0003497257,0.9454084,0.0001349259,0.00001433284,0.01619293,0.0005030941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007814174,0.0004541426,0.9863644,0.001097695,0.001355964,0.002169402,0.0001233745,0.0001292263,0.0004916448],"genre_scores_gemma":[0.9939138,0.000001146165,0.004439704,0.00007984218,0.001168739,0.000179764,0.000003491979,0.0001173851,0.00009608933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9860997,"threshold_uncertainty_score":0.9999311,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.00612432028567952,"gpt":0.1838735182166221,"spread":0.1777491979309426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001562622,0.0003456473,0.001488004,0.0004439709,0.00006971902,0.000112558,0.0002916534,0.0001200709,0.00005268482],"category_scores_gemma":[0.00005835407,0.0002622058,0.0004893263,0.0007228786,0.00009532606,0.0003923109,0.00001057991,0.0003278655,0.000005812664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535006,"about_ca_system_score_gemma":0.00009698009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864124,"about_ca_topic_score_gemma":0.00003507726,"domain_scores_codex":[0.9966227,0.0004026013,0.001503378,0.0002666429,0.0007719214,0.0004327355],"domain_scores_gemma":[0.9978755,0.0003574131,0.0007319263,0.0004571643,0.0004124014,0.0001656073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001409198,0.0001427805,0.009339638,0.0001607473,0.00504662,0.00003274926,0.0003768359,0.9758645,0.005694551,0.00005910659,0.00003992767,0.001833379],"study_design_scores_gemma":[0.004872025,0.0007371407,0.008624814,0.0001363519,0.003702687,0.0001020271,0.0006535873,0.9802468,0.0001826614,0.0001618881,0.0001308686,0.0004491497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3787023,0.001543119,0.6152686,0.00008806711,0.0002404278,0.0007863709,0.0001431109,0.00009497723,0.003132969],"genre_scores_gemma":[0.9992803,0.000003020137,0.0004198032,0.000009848625,0.0001452087,0.000026779,0.00001740916,0.00003805961,0.00005954007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.620578,"threshold_uncertainty_score":0.999983,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.007063726301578149,"gpt":0.1947537863552361,"spread":0.1876900600536579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222732,0.0002081054,0.0007762291,0.000215035,0.00004457215,0.00004649024,0.0002963397,0.000102166,0.00007492475],"category_scores_gemma":[0.00007283294,0.0001614539,0.0002322004,0.0003597281,0.0000764503,0.0002662035,0.00001046105,0.0002453492,0.0000382754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008574145,"about_ca_system_score_gemma":0.0001129998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002291901,"about_ca_topic_score_gemma":0.000006973887,"domain_scores_codex":[0.997825,0.0001786043,0.0009909396,0.0001334998,0.0005163944,0.0003556202],"domain_scores_gemma":[0.9985949,0.0002104145,0.0003290461,0.0003266747,0.0003559431,0.000183042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01143056,0.0005115482,0.0308546,0.001803993,0.007924199,0.0008461781,0.008352479,0.686635,0.2203641,0.0009744311,0.007384971,0.02291801],"study_design_scores_gemma":[0.07087971,0.01083463,0.03412696,0.002509796,0.002503504,0.002434026,0.01897603,0.8224165,0.01654143,0.001152015,0.01444302,0.003182338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303356,0.001750121,0.06081262,0.0004483836,0.001459545,0.0008103438,0.0001019583,0.0002771438,0.004004329],"genre_scores_gemma":[0.9995184,0.00001168447,0.00005930275,0.000008671073,0.0002985462,0.00001377504,0.000002605731,0.00003517386,0.00005186211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2038226,"threshold_uncertainty_score":0.6583899,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02064373713464856,"gpt":0.261790812930334,"spread":0.2411470757956855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022426,0.0001517948,0.0004355015,0.000178464,0.00009710078,0.0001204094,0.0006574064,0.00006101394,0.00001078726],"category_scores_gemma":[0.0001119206,0.0001280666,0.0001703303,0.0006651382,0.00005373542,0.0006389418,0.00004770961,0.0001929228,0.00001897313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007747541,"about_ca_system_score_gemma":0.0001455992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002802042,"about_ca_topic_score_gemma":0.000002474656,"domain_scores_codex":[0.9977534,0.0003438426,0.0009011224,0.0001949424,0.0004967201,0.0003099337],"domain_scores_gemma":[0.9981502,0.00011298,0.0007679672,0.0003525995,0.0004856527,0.0001305893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003300126,0.0005610044,0.01149138,0.00046139,0.000434261,0.0004346283,0.00180984,0.7615939,0.00351425,0.003549119,0.006772976,0.2090473],"study_design_scores_gemma":[0.002668211,0.0004656647,0.002065072,0.0003110191,0.00002742309,0.0001292846,0.00006421677,0.9919103,0.0002549978,0.0003232808,0.001619169,0.0001613555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002275467,0.0001991209,0.9922376,0.001244418,0.0008543768,0.003058344,0.000002525693,0.00006015909,0.00006800469],"genre_scores_gemma":[0.9980995,0.000009537699,0.001245343,0.00006596547,0.0003312685,0.0001532405,0.00000224777,0.00001443185,0.00007844841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.995824,"threshold_uncertainty_score":0.5222405,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.008087564954426108,"gpt":0.2030328635613976,"spread":0.1949452986069715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005917667,0.0001198024,0.0003459784,0.0003694296,0.00003069168,0.00005287027,0.0001845451,0.0000543537,0.000004725066],"category_scores_gemma":[0.00005124469,0.00007621615,0.0001109335,0.0002202348,0.00002201913,0.0007719055,0.000001845158,0.00006228859,0.000001380247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000534504,"about_ca_system_score_gemma":0.00003363647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001470355,"about_ca_topic_score_gemma":0.000001806009,"domain_scores_codex":[0.9987833,0.0000474896,0.0006895195,0.0001123747,0.0002197689,0.0001475308],"domain_scores_gemma":[0.9986449,0.00006305676,0.0004753551,0.0002184862,0.0005066998,0.00009142881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007811398,0.0002361732,0.0009601376,0.0001958849,0.0008245619,0.00000304141,0.001502682,0.06563639,0.825271,0.003999339,0.0003148537,0.1002748],"study_design_scores_gemma":[0.02930363,0.001962079,0.04725182,0.0004472733,0.0008483649,0.0001673063,0.001402325,0.8623064,0.04933503,0.00573905,0.000355248,0.0008815089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06161416,0.0003400297,0.9371344,0.0001831509,0.0001227654,0.0004073662,0.00002573761,0.00001789307,0.0001544479],"genre_scores_gemma":[0.9984397,0.000009012157,0.001243269,0.000005690459,0.0001781612,0.00003843227,0.000003319169,0.00002542553,0.000057003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9368255,"threshold_uncertainty_score":0.3108004,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02099988518953467,"gpt":0.2619631762806928,"spread":0.2409632910911581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175186,0.0001840559,0.0004697842,0.0002441039,0.0001956675,0.0001873521,0.0002766727,0.00006034845,0.00009735481],"category_scores_gemma":[0.0009497436,0.0000912242,0.0001161046,0.0002379736,0.0003317051,0.0004243639,0.00001838096,0.0002943342,0.0000308164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002539494,"about_ca_system_score_gemma":0.0001481889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000385201,"about_ca_topic_score_gemma":0.000004883264,"domain_scores_codex":[0.9982769,0.0002488962,0.0005611333,0.0001881314,0.0004799267,0.0002449894],"domain_scores_gemma":[0.9982612,0.000504195,0.0004344628,0.0002098706,0.000350777,0.000239541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03223094,0.002081064,0.08592364,0.0001404119,0.009480405,0.01367802,0.09303936,0.2346102,0.05109467,0.01072533,0.05752596,0.40947],"study_design_scores_gemma":[0.06097103,0.02012791,0.4318917,0.003470833,0.002422784,0.0363182,0.05665786,0.2826754,0.005472258,0.07317957,0.02212331,0.004689149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2381581,0.0002922184,0.7500965,0.00560594,0.0002821785,0.0003790269,0.00007909317,0.00002868938,0.005078221],"genre_scores_gemma":[0.9985851,0.0000128677,0.0007874908,0.0001346993,0.0002080614,0.000003827688,7.485912e-7,0.00001394732,0.0002532325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.760427,"threshold_uncertainty_score":0.3720015,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.004290203560370665,"gpt":0.1758606323850246,"spread":0.1715704288246539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002420026,0.0001960981,0.0006051434,0.000178247,0.00002412634,0.00003314553,0.000223455,0.00009924636,0.00005884434],"category_scores_gemma":[0.00003399251,0.0001709173,0.0002514727,0.0001425148,0.00002743477,0.0002993315,0.000003139656,0.0002651051,0.000006290611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004153565,"about_ca_system_score_gemma":0.00008398937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000126444,"about_ca_topic_score_gemma":4.599377e-7,"domain_scores_codex":[0.9986699,0.00005529212,0.0006830911,0.0001001268,0.0002316633,0.0002599659],"domain_scores_gemma":[0.9990914,0.00004258925,0.0003055736,0.000150446,0.0002219537,0.0001879722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003291895,0.0004958152,0.0005992244,0.00006648182,0.002769867,0.000130986,0.003599107,0.4840727,0.03846425,0.001326298,0.005614745,0.4595686],"study_design_scores_gemma":[0.02715045,0.001791109,0.001859028,0.0002358163,0.0004571388,0.0002843568,0.0007427034,0.9619659,0.0008443646,0.0003830783,0.003787361,0.0004987184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001391267,0.003817779,0.9892884,0.0006281873,0.0002795767,0.0002626444,0.00001285611,0.00003965858,0.004279643],"genre_scores_gemma":[0.9891135,0.00004989578,0.01014114,0.0003261268,0.0003233624,9.733452e-7,0.00000139976,0.00002135691,0.00002224202],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9877222,"threshold_uncertainty_score":0.6969805,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.02391186929236995,"gpt":0.3120412264671967,"spread":0.2881293571748268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007939168,0.0001663455,0.0006989205,0.0002374816,0.00007357821,0.0000438216,0.0002015342,0.0001118028,0.00005257485],"category_scores_gemma":[0.001942197,0.0001381183,0.0002738588,0.0001809748,0.00002727409,0.0001499146,0.000007609945,0.0001485502,0.000001085153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008125636,"about_ca_system_score_gemma":0.00007737835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004250192,"about_ca_topic_score_gemma":0.000004464773,"domain_scores_codex":[0.9977514,0.000443126,0.001087454,0.0001203635,0.0003677025,0.00023002],"domain_scores_gemma":[0.9971588,0.0007070762,0.001361725,0.0002127162,0.000442909,0.0001167493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001756261,0.0002400545,0.0005172016,0.0003055331,0.0004770097,0.000004419911,0.0002737026,0.000176816,0.007573602,0.9827386,0.00007918668,0.007438271],"study_design_scores_gemma":[0.005139486,0.0005639596,0.001872728,0.0003308804,0.0006264021,0.00007864123,0.0004184164,0.005430365,0.0008417031,0.9843162,0.0001608232,0.0002204362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.043339,0.00009954084,0.9548566,0.000135529,0.0008379896,0.000506256,0.00002004148,0.00001460504,0.0001904074],"genre_scores_gemma":[0.9771357,0.000006740125,0.02261703,0.00001116386,0.00007926875,0.00001756289,0.000002758082,0.00004017348,0.00008964589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9337966,"threshold_uncertainty_score":0.5632301,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01506400673013887,"gpt":0.2696035754857114,"spread":0.2545395687555725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001213989,0.0002938488,0.0009721317,0.0001938553,0.0001902922,0.0002905182,0.001123708,0.000123597,0.00001709171],"category_scores_gemma":[0.0003785302,0.0002540718,0.0002382004,0.00004043278,0.0001096273,0.001255513,0.00002437165,0.0003837345,0.000008485422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008781104,"about_ca_system_score_gemma":0.0001318656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001417417,"about_ca_topic_score_gemma":0.00000950612,"domain_scores_codex":[0.9978562,0.0002180541,0.0009406307,0.0002425534,0.0003735393,0.0003690457],"domain_scores_gemma":[0.9968355,0.0002588885,0.001216461,0.0008910378,0.000599167,0.0001989957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008847634,0.0008048527,0.02224291,0.00183946,0.007555665,0.001850701,0.01074874,0.6921895,0.1992544,0.0008579405,0.0024567,0.05135153],"study_design_scores_gemma":[0.00585771,0.001209907,0.006174293,0.0009953214,0.0002515092,0.0001214798,0.0004770202,0.9833701,0.0005103821,0.00001166448,0.0007452152,0.0002753564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06634708,0.0005195466,0.9253511,0.0006119533,0.001682089,0.001846201,0.001318458,0.0000816458,0.002241934],"genre_scores_gemma":[0.9956133,0.000001955461,0.00297835,0.00001869861,0.001226717,0.00001686645,0.00002344493,0.00007203797,0.00004866813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9292662,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02383999244386958,"gpt":0.2353165603911949,"spread":0.2114765679473254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003297915,0.0002382127,0.0005240099,0.0001166046,0.0002803314,0.0002896434,0.0006882779,0.00005697829,4.42293e-7],"category_scores_gemma":[0.000329135,0.0001254509,0.00008229858,0.0003246118,0.00004185314,0.0009350709,0.00005090684,0.000294413,2.339099e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006205519,"about_ca_system_score_gemma":0.0001439789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000368613,"about_ca_topic_score_gemma":0.000007255871,"domain_scores_codex":[0.9976742,0.000401262,0.0006386035,0.0003246307,0.0003452665,0.0006160613],"domain_scores_gemma":[0.9966408,0.001766185,0.0006096948,0.0002258769,0.000557263,0.0002001882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009608598,0.00005900977,0.0008989042,0.00001599258,0.0001207602,0.0001427189,0.0007005458,0.7723876,0.001308071,0.001581826,0.0002767982,0.2215469],"study_design_scores_gemma":[0.005841835,0.002339075,0.0007069745,0.0004639962,0.00003644299,0.0001602709,0.00004970494,0.9801328,0.00009017548,0.009949046,0.00002755484,0.0002021063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04145254,0.0001871175,0.9535297,0.00397881,0.0001744981,0.0006201191,0.000002383314,0.00003518301,0.00001965069],"genre_scores_gemma":[0.8305336,0.00001012729,0.1687721,0.0002590231,0.0003820627,0.00001351984,1.036469e-7,0.00001732228,0.0000121761],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.789081,"threshold_uncertainty_score":0.5115741,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02715169440020438,"gpt":0.2605758952148051,"spread":0.2334242008146007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001118571,0.0005843036,0.001552465,0.0004026864,0.0002197915,0.0002424627,0.0002030487,0.0002608882,0.000003742242],"category_scores_gemma":[0.0005276695,0.0004677576,0.0002289767,0.0002243213,0.0002041945,0.0007008893,0.00002320395,0.0006297294,0.00001495134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127003,"about_ca_system_score_gemma":0.0001060096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001999894,"about_ca_topic_score_gemma":0.00006452081,"domain_scores_codex":[0.9968724,0.0004355074,0.001148632,0.0003853489,0.0004601266,0.0006979943],"domain_scores_gemma":[0.996466,0.001379077,0.0006737789,0.0002666133,0.0007359944,0.000478561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0783606,0.002685666,0.04860616,0.003724632,0.04249826,0.006798199,0.009558456,0.5538377,0.04914789,0.001954415,0.01779945,0.1850286],"study_design_scores_gemma":[0.03531912,0.001514043,0.00739644,0.0003109204,0.0006379967,0.0009891023,0.0005153597,0.9493676,0.00001960324,0.000005385694,0.003448261,0.000476111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05808038,0.003718871,0.9297193,0.002591886,0.001369004,0.003483409,0.0005547421,0.0003773139,0.0001050863],"genre_scores_gemma":[0.9909493,0.00004345341,0.007213505,0.000113948,0.001093542,0.0001152268,0.0000111599,0.0001431534,0.0003166837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.932869,"threshold_uncertainty_score":0.9997774,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.006713806270289549,"gpt":0.197721257218741,"spread":0.1910074509484514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005699209,0.0003431634,0.0007548525,0.0002485632,0.0000768747,0.000212702,0.0001837168,0.0001489738,0.000003737191],"category_scores_gemma":[0.00009423933,0.0002576312,0.0001324796,0.0001530043,0.00006093747,0.0006614812,0.00000622763,0.0003873749,0.000009860188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436482,"about_ca_system_score_gemma":0.000182305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002963732,"about_ca_topic_score_gemma":0.00001017291,"domain_scores_codex":[0.9982585,0.00009953933,0.0007311261,0.0002074494,0.0003399367,0.0003634662],"domain_scores_gemma":[0.998406,0.0005200283,0.0002404496,0.0001681193,0.0004711375,0.0001942784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007923369,0.0001013598,0.000384571,0.001361921,0.005778451,0.0003248045,0.001559005,0.9243615,0.005388802,0.002932926,0.00113971,0.04874355],"study_design_scores_gemma":[0.005525183,0.001350267,0.0001482639,0.0006400109,0.0003676997,0.0002416813,0.0002688088,0.9895461,0.00001915876,0.00003626823,0.001576872,0.0002797173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02533172,0.005245178,0.9646705,0.0007847496,0.0009402178,0.001749442,0.000411271,0.0001795046,0.000687438],"genre_scores_gemma":[0.9955337,0.00003159477,0.003075205,0.00003362862,0.0009936165,0.00005490574,0.00001331489,0.00009322283,0.0001708099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.970202,"threshold_uncertainty_score":0.9999876,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02759485645332646,"gpt":0.2724477790945861,"spread":0.2448529226412596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007367943,0.0001550111,0.000856227,0.0001648729,0.00007329538,0.00002364384,0.0001749983,0.00008687968,0.00005590625],"category_scores_gemma":[0.0008314733,0.0001200336,0.0002695434,0.00013672,0.0001829411,0.0001381621,0.00001392154,0.0002388077,0.000001322269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006942112,"about_ca_system_score_gemma":0.0001524137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002132395,"about_ca_topic_score_gemma":0.00001236203,"domain_scores_codex":[0.9979019,0.0003510702,0.001011405,0.0001270673,0.0004135919,0.0001949198],"domain_scores_gemma":[0.9974749,0.0005729198,0.0009003661,0.0002269274,0.0006623147,0.0001625336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01750022,0.01336671,0.4970356,0.00370598,0.03949603,0.003051741,0.02959644,0.1400668,0.09951245,0.1220671,0.003011405,0.0315896],"study_design_scores_gemma":[0.03787307,0.002742748,0.03781016,0.0005376913,0.004974606,0.002427914,0.008320792,0.8936265,0.000557311,0.01003386,0.0000920252,0.001003398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6733649,0.000254544,0.3254465,0.0004654512,0.00008249805,0.000219944,0.00005060473,0.000006647109,0.0001089666],"genre_scores_gemma":[0.9926071,0.00001247202,0.007176762,0.00001276388,0.0001506232,0.000003325647,0.000001405914,0.00001609744,0.00001947811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7535596,"threshold_uncertainty_score":0.4894828,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02865660223319647,"gpt":0.2552058677298785,"spread":0.226549265496682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006825012,0.0001217171,0.0004121964,0.000104076,0.00003273632,0.00002972572,0.0001150863,0.000034717,0.000002891864],"category_scores_gemma":[0.00005300046,0.0001087899,0.0001530815,0.0000811713,0.00001307944,0.0002201517,0.000004059236,0.0001062103,7.779379e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004327443,"about_ca_system_score_gemma":0.00002618303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001702791,"about_ca_topic_score_gemma":7.120634e-7,"domain_scores_codex":[0.9988177,0.00005537924,0.0006984715,0.00007643877,0.0001593346,0.000192677],"domain_scores_gemma":[0.9992744,0.00004435323,0.0003175591,0.000118397,0.0001498083,0.00009549512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002674188,0.00005992061,0.00005130721,0.0002330275,0.0003377154,0.000004944154,0.0007363439,0.8410688,0.1425202,0.00007926037,0.00001179664,0.01462932],"study_design_scores_gemma":[0.002753187,0.0001596442,0.00007864925,0.00007509092,0.00009108146,0.000302775,0.0002720067,0.9835623,0.01250222,0.00003268725,0.00006823042,0.0001021342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05052429,0.0002257335,0.9481433,0.000008004382,0.0004240814,0.0003054203,0.00002700317,0.00002949723,0.0003126699],"genre_scores_gemma":[0.8875058,0.000001211558,0.1123332,0.000005834925,0.000106178,0.00001225933,5.716475e-7,0.00002586434,0.000009063004],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8369815,"threshold_uncertainty_score":0.4436325,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01004291876382032,"gpt":0.2223869245994567,"spread":0.2123440058356364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009779243,0.0002753102,0.0009881501,0.0002040338,0.00007629258,0.0002547815,0.001106333,0.0001064352,0.000084315],"category_scores_gemma":[0.0002448733,0.0002099322,0.0002222623,0.0005087875,0.00008229455,0.0005095807,0.00005287285,0.000368565,0.00002954421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007592276,"about_ca_system_score_gemma":0.0005433601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008841858,"about_ca_topic_score_gemma":0.00001476868,"domain_scores_codex":[0.9969731,0.0003439602,0.001247252,0.0002838311,0.0006974493,0.0004543925],"domain_scores_gemma":[0.995788,0.000328537,0.00185695,0.0006196765,0.001183029,0.0002237519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01176879,0.003157994,0.2717978,0.001284801,0.01469659,0.003648419,0.008837471,0.01799559,0.3261477,0.2564454,0.01235043,0.07186896],"study_design_scores_gemma":[0.2646287,0.01227248,0.1237909,0.00334685,0.00114369,0.007981324,0.004777111,0.527545,0.01698619,0.005790445,0.02743629,0.004301082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3294625,0.0003064545,0.662484,0.003366302,0.0008884091,0.000736269,0.00008710956,0.00005875886,0.002610271],"genre_scores_gemma":[0.9926226,9.800568e-7,0.006989194,0.0001681452,0.00009464536,0.000004792395,0.000004468433,0.00001896234,0.00009626133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6631601,"threshold_uncertainty_score":0.8560788,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.008519533051353475,"gpt":0.2167294636984448,"spread":0.2082099306470913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452389,0.0002824817,0.0006282984,0.0001987425,0.00006723341,0.0002119573,0.0004148172,0.0001277278,0.000006740584],"category_scores_gemma":[0.0003864568,0.0001871758,0.0003391523,0.0001814755,0.00003328847,0.00044869,0.000006776894,0.0005494789,0.000006001064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656949,"about_ca_system_score_gemma":0.0001684604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003585577,"about_ca_topic_score_gemma":0.00003097564,"domain_scores_codex":[0.9979882,0.000140165,0.0008622431,0.000172275,0.0004271605,0.0004099109],"domain_scores_gemma":[0.998682,0.0006319917,0.0001208938,0.0002069205,0.0002531893,0.0001050204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005309639,0.00005659436,0.003061831,0.0002492896,0.0008900315,0.0002124642,0.006650423,0.96832,0.008881339,0.0004295942,0.004727675,0.005989825],"study_design_scores_gemma":[0.008711678,0.0002797222,0.001750968,0.000330146,0.0001877346,0.0002116851,0.0007350165,0.9859702,0.00003901757,0.0003006241,0.001292979,0.0001902224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1063034,0.02335003,0.8502735,0.009169264,0.003041101,0.003793197,0.000369981,0.0002336661,0.00346588],"genre_scores_gemma":[0.9977357,0.000009087088,0.0002927591,0.0001551665,0.001619559,0.00008517464,0.000001850357,0.00006294234,0.0000377625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8914323,"threshold_uncertainty_score":0.7632807,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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)","retraction":null,"screen_n_in":null,"score":{"opus":0.00889656532275618,"gpt":0.2369809453607085,"spread":0.2280843800379523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436032,0.0002490324,0.0004301215,0.0001091733,0.0002128633,0.0004243521,0.001633972,0.00005456154,0.00001091813],"category_scores_gemma":[0.0001382504,0.0001399115,0.0002073156,0.0002793597,0.00008529451,0.000374465,0.00006455063,0.0003049654,0.00002225992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426466,"about_ca_system_score_gemma":0.0001449875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538573,"about_ca_topic_score_gemma":0.00007950401,"domain_scores_codex":[0.9973965,0.000400602,0.0007393176,0.0002510805,0.0007630981,0.000449379],"domain_scores_gemma":[0.9974371,0.0001633838,0.0009937732,0.0007021659,0.0004722898,0.000231328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00197292,0.003446685,0.1252969,0.0004838277,0.004699097,0.0007820131,0.003472321,0.0503975,0.0009095711,0.4504106,0.007516828,0.3506117],"study_design_scores_gemma":[0.03008348,0.002183692,0.05129172,0.0005055731,0.0002106037,0.0006097436,0.0008851232,0.824446,0.00006972282,0.001999024,0.08696409,0.0007512733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002224685,0.00002966342,0.9771894,0.008089316,0.0003278903,0.01225468,0.000006714796,0.00003482929,0.00184507],"genre_scores_gemma":[0.9915848,4.597574e-7,0.004628133,0.0005176938,0.0002245416,0.002865223,9.15771e-7,0.00001659623,0.0001616316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913623,"threshold_uncertainty_score":0.5705424,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.00891099270019788,"gpt":0.2530606870800939,"spread":0.2441496943798961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003013461,0.00007318044,0.000236861,0.00006217715,0.00009005266,0.0001184907,0.0007260194,0.00002711922,0.000003952002],"category_scores_gemma":[0.0008157389,0.0000607876,0.00007172431,0.00003484165,0.00005117018,0.0007537929,0.00003968403,0.0001208095,0.000002169896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002262418,"about_ca_system_score_gemma":0.00007701101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.760771e-7,"about_ca_topic_score_gemma":2.330676e-7,"domain_scores_codex":[0.999172,0.00002040162,0.0003829374,0.00007271034,0.0002286683,0.0001233303],"domain_scores_gemma":[0.9986765,0.00009255004,0.0005047682,0.0003881399,0.0002603777,0.00007769321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002434097,0.0005433296,0.002952387,0.0004632239,0.0004596558,0.0002765806,0.00325064,0.2468498,0.08110604,0.539158,0.0001940563,0.1245029],"study_design_scores_gemma":[0.002622478,0.0004833467,0.006268923,0.0003951786,0.00005253707,0.0001911386,0.00003919226,0.8870021,0.002028592,0.1004294,0.000283134,0.0002040983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007666362,0.0001072387,0.9906821,0.0006216616,0.0003201903,0.00005870901,6.26188e-7,0.0000116283,0.0005314589],"genre_scores_gemma":[0.931659,0.000003296597,0.06823434,0.00001950858,0.00006597673,8.730541e-7,3.535946e-8,0.000006353498,0.00001057354],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9239927,"threshold_uncertainty_score":0.2478846,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01209089174936438,"gpt":0.2128044805075706,"spread":0.2007135887582063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008627968,0.0005234717,0.001495451,0.0004739288,0.0001340262,0.0001470088,0.0004876861,0.0001798198,0.0000205248],"category_scores_gemma":[0.0001931096,0.0004072246,0.0004121004,0.0003042797,0.00008964972,0.0003279314,0.00001101301,0.000419593,0.000112033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741194,"about_ca_system_score_gemma":0.000201115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004382065,"about_ca_topic_score_gemma":0.000009630327,"domain_scores_codex":[0.9969931,0.0002137659,0.001170307,0.0002662636,0.0006390356,0.0007175258],"domain_scores_gemma":[0.9966782,0.001168126,0.0006355628,0.0003823399,0.0007448466,0.0003908857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005804385,0.0001247899,0.0001349131,0.0003224244,0.003332429,0.0004515768,0.0004940851,0.9746523,0.00552537,0.00007413833,0.006091234,0.002992303],"study_design_scores_gemma":[0.02100384,0.001613292,0.0004113193,0.0007165298,0.0005003693,0.0001482332,0.0004467295,0.9717837,0.00005761615,0.0000114445,0.002842934,0.000463964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01404461,0.0007705914,0.9795141,0.000955088,0.001045887,0.002228979,0.000935073,0.0002928135,0.0002128822],"genre_scores_gemma":[0.9964368,0.000001622203,0.001656473,0.0001146872,0.001295228,0.0001310188,0.00001787435,0.0001666662,0.0001796434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9823922,"threshold_uncertainty_score":0.9998379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}