{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":68,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":68,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"92abfeae1788","filters":{"venue":"International Journal of Systems Science"}},"results":[{"id":"W2057259824","doi":"10.1080/00207720500140003","title":"Quadratic stabilization of switched systems","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Quadratic equation; Mathematics; Computer science; Control (management); Artificial intelligence","authors":[{"name":"Zhijian Ji","is_ca":false},{"name":"Long Wang","is_ca":false},{"name":"Guangming Xie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01153933879134586,"gpt":0.2460604061901509,"spread":0.234521067398805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004075825,0.00056717,0.0003925464,0.0003550815,0.0003103139,0.0008871653,0.0005599494,0.0005957346,0.002550455],"category_scores_gemma":[0.0009030001,0.0001465499,0.0004581895,0.0003586901,0.0008703923,0.0005480241,0.0005918189,0.0007078825,0.0002359546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396464,"about_ca_system_score_gemma":0.0003419818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171707,"about_ca_topic_score_gemma":0.0008648056,"domain_scores_codex":[0.9993672,0.0001589545,0.00002624707,0.0001555588,0.0002312686,0.00006082916],"domain_scores_gemma":[0.9996339,0.0001226855,0.00006467207,0.00003080685,0.000131805,0.00001607554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002117612,0.00008299627,0.0008014842,0.0005006098,0.0001100507,0.0003395235,0.0004012119,0.7087109,0.0660525,0.1480006,0.002684989,0.07210333],"study_design_scores_gemma":[0.00002296381,0.0001839201,0.0003239382,0.00001326457,0.00001751713,0.00003861558,0.0000291758,0.9754927,0.003340001,0.01757122,0.002955911,0.00001078275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0520731,0.0007140839,0.9271357,0.0003036619,0.000215406,0.000071073,0.00006282365,0.0002641375,0.01916005],"genre_scores_gemma":[0.9793132,0.0003061543,0.01379642,0.00009264233,0.00009777518,0.00006753397,0.00005281829,0.00002122163,0.006252189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002550455,"threshold_uncertainty_score":0.008532107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049260880","doi":"10.1080/00207720701631503","title":"A sliding mode observer-based strategy for fault detection, isolation, and estimation in a class of Lipschitz nonlinear systems","year":2007,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fault detection and isolation; Control theory (sociology); Actuator; Observer (physics); Nonlinear system; Lipschitz continuity; Fault (geology); Isolation (microbiology); Computer science; Control engineering; Engineering; Mathematics; Control (management); Artificial intelligence","authors":[{"name":"Weitian Chen","is_ca":true},{"name":"Mehrdad Saif","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01836614950188622,"gpt":0.287788727493741,"spread":0.2694225779918548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004548207,0.0006682656,0.0005185909,0.0002524093,0.0002290719,0.0003628563,0.0005415489,0.0005085376,0.0006566344],"category_scores_gemma":[0.0008545592,0.000216606,0.000568828,0.0001456812,0.0004641865,0.0006132617,0.0004431485,0.0007647164,0.0001581439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037024,"about_ca_system_score_gemma":0.0005539419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560669,"about_ca_topic_score_gemma":0.001961382,"domain_scores_codex":[0.9997913,0.00004151715,0.00002174085,0.00005802682,0.00006833776,0.00001910875],"domain_scores_gemma":[0.999755,0.00009614336,0.0000517342,0.00002774054,0.00005904626,0.00001047213],"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":[0.0002398538,0.0001365174,0.00173633,0.0007480088,0.0001384527,0.0003249359,0.0005489234,0.5141537,0.1396369,0.0640927,0.001953864,0.2762898],"study_design_scores_gemma":[0.00001910529,0.0001792787,0.0002984847,0.00001469833,0.00002057246,0.00003422309,0.00001313504,0.9896436,0.005743162,0.002385753,0.001638618,0.000009378421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005530395,0.0001248548,0.9934217,0.00003918452,0.00001954395,0.00002194272,0.000007894663,0.00009619504,0.0007382429],"genre_scores_gemma":[0.7799256,0.0005136871,0.2157493,0.0001116199,0.00006186157,0.0002507248,0.0001076715,0.00002248753,0.003257074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001560669,"threshold_uncertainty_score":0.003103197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2749855088","doi":"10.1080/00207721.2017.1360963","title":"Robust adaptive vibration control for an uncertain flexible Timoshenko robotic manipulator with input and output constraints","year":2017,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Basic Research Program of Jiangsu Province; University of Science and Technology Beijing; Natural Science Foundation of Beijing Municipality; University of British Columbia; National Natural Science Foundation of China; Royal Society","keywords":"Control theory (sociology); Robot manipulator; Boundary (topology); Convergence (economics); Vibration; Bounded function; Manipulator (device); Vibration control; Robust control; Control engineering; Computer science; Control (management); Mathematics; Robotic arm; Engineering; Control system; Artificial intelligence","authors":[{"name":"Xiuyu He","is_ca":false},{"name":"Wei He","is_ca":false},{"name":"Changyin Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06588135208070946,"gpt":0.2798078300315702,"spread":0.2139264779508608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895611,0.0007315654,0.0004231518,0.0001870756,0.0003886322,0.000470953,0.0007337147,0.0005931932,0.001016804],"category_scores_gemma":[0.0006397171,0.0001930883,0.0003227022,0.0001794944,0.0006003121,0.0004709453,0.0006728627,0.0004909664,0.0001143433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002506313,"about_ca_system_score_gemma":0.0004124483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734409,"about_ca_topic_score_gemma":0.001689451,"domain_scores_codex":[0.9998341,0.00002322484,0.000009346582,0.00005268106,0.00005394502,0.0000266695],"domain_scores_gemma":[0.9997959,0.00006452826,0.00007369156,0.00001537358,0.00003960305,0.00001098606],"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":[0.0003693523,0.00006065546,0.001011581,0.0005389458,0.0000743459,0.0006804433,0.0003970314,0.7760403,0.1232083,0.01740049,0.001019944,0.07919861],"study_design_scores_gemma":[0.00003633586,0.000242728,0.0006253024,0.00001491343,0.00001490662,0.0000495842,0.00003568859,0.991873,0.00458423,0.001855802,0.0006536797,0.0000139624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1253898,0.0004522731,0.8675781,0.0002131582,0.00008904622,0.00003874347,0.00003080785,0.0002652063,0.005942869],"genre_scores_gemma":[0.9871001,0.0001142244,0.01140228,0.00002748291,0.00001517771,0.00004994276,0.0000180936,0.000007895048,0.001264698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002734409,"threshold_uncertainty_score":0.005437016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967150189","doi":"10.1080/00207721.2014.955552","title":"Exploiting the interpretability and forecasting ability of the RBF-AR model for nonlinear time series","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universidade de Macau; Beijing Normal University; University of Texas at San Antonio","keywords":"Interpretability; Autoregressive model; Series (stratigraphy); Radial basis function; Parametric model; Nonlinear system; Time series; Parametric statistics; Computer science; Artificial neural network; Nonlinear autoregressive exogenous model; Artificial intelligence; Machine learning; Econometrics; Mathematics; Statistics","authors":[{"name":"Min Gan","is_ca":false},{"name":"C. L. Philip Chen","is_ca":false},{"name":"Long Chen","is_ca":false},{"name":"Chun‐yang Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02608782867347829,"gpt":0.2643327062341815,"spread":0.2382448775607032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530963,0.0007650057,0.0005577613,0.0004479023,0.0002196688,0.0008040188,0.0007168801,0.0009384576,0.0009949304],"category_scores_gemma":[0.00556034,0.0002109536,0.0008106685,0.0004574494,0.0004381471,0.001192824,0.0004352142,0.001189394,0.000361355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147541,"about_ca_system_score_gemma":0.0004597259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007829516,"about_ca_topic_score_gemma":0.005073746,"domain_scores_codex":[0.9996169,0.0001513278,0.00002365844,0.00009796188,0.00007911375,0.00003103864],"domain_scores_gemma":[0.9986838,0.0008651334,0.0001264893,0.000104977,0.0001979762,0.00002174317],"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":[0.0001023779,0.00007564616,0.004811638,0.0002223216,0.0001353339,0.0002788569,0.0002060229,0.8416388,0.009142878,0.04229711,0.0009062057,0.1001829],"study_design_scores_gemma":[0.000002081822,0.00001788122,0.0005114268,0.000005875658,0.0000110433,0.00003120391,0.000009549275,0.9945794,0.0003353118,0.004112951,0.0003763051,0.000006947888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04207783,0.0007128605,0.954088,0.0002581694,0.00006302082,0.00001833867,0.00007300533,0.0001781713,0.002530609],"genre_scores_gemma":[0.8870119,0.001300523,0.1081937,0.0000874741,0.0001126645,0.00004860164,0.0002835515,0.0000619644,0.00289974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007829516,"threshold_uncertainty_score":0.0155679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996722754","doi":"10.1080/00207720902957244","title":"Effects of network communications on a class of learning controlled non-linear systems†","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Yanshan University","keywords":"Iterative learning control; Convergence (economics); Lipschitz continuity; Computer science; Packet loss; Controller (irrigation); Network packet; Control theory (sociology); Focus (optics); Trajectory; Telecommunications network; Class (philosophy); Transmission (telecommunications); Transmission delay; Control (management); Mathematics; Artificial intelligence; Computer network; Telecommunications","authors":[{"name":"Ya‐Jun Pan","is_ca":true},{"name":"Horacio J. Marquez","is_ca":true},{"name":"Tongwen Chen","is_ca":true},{"name":"Long Sheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008126752437568247,"gpt":0.2655676783941012,"spread":0.257440925956533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006001559,0.0003751175,0.0003088079,0.0002728285,0.0004844237,0.0005898673,0.0004667615,0.0005627853,0.00129204],"category_scores_gemma":[0.002303749,0.0001184889,0.0002170991,0.0002403696,0.0008723575,0.0006187721,0.0005050592,0.0006909925,0.00008325331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006913834,"about_ca_system_score_gemma":0.0004292697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114018,"about_ca_topic_score_gemma":0.001531928,"domain_scores_codex":[0.9995677,0.000112366,0.00001727136,0.0000836324,0.0001630897,0.00005594055],"domain_scores_gemma":[0.9986265,0.0007919884,0.000235417,0.00008031522,0.0002286345,0.00003713892],"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":[0.0001294344,0.00004830282,0.001408056,0.00009373101,0.00002801734,0.0003565348,0.0001713544,0.9474803,0.005892519,0.02312752,0.000423502,0.02084075],"study_design_scores_gemma":[0.00000618682,0.000041796,0.0002247476,0.000002617849,0.0000042234,0.00002977761,0.00001025418,0.9962119,0.001307367,0.001895025,0.0002627551,0.000003278558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.290471,0.0003980941,0.700303,0.0003762239,0.00007413409,0.00007407714,0.00004309062,0.0002157142,0.008044713],"genre_scores_gemma":[0.9925134,0.0001003818,0.005785561,0.00002097894,0.00001314123,0.00003686429,0.00001670815,0.000007230944,0.001505806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003114018,"threshold_uncertainty_score":0.00619179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044748072","doi":"10.1080/00207721003624543","title":"Dynamic output feedback robust model predictive control","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":39,"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); Model predictive control; Bounded function; Noise (video); Controller (irrigation); Horizon; Stability (learning theory); Quadratic equation; Robust control; Robustness (evolution); Mathematics; Computer science; Output feedback; Control (management); Mathematical optimization; Control system; Engineering; Artificial intelligence","authors":[{"name":"Baocang Ding","is_ca":false},{"name":"Biao Huang","is_ca":true},{"name":"Fangwei Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01522170335215625,"gpt":0.2213670330346089,"spread":0.2061453296824527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005690416,0.001143305,0.001478594,0.0004062719,0.0004765245,0.001660704,0.001687036,0.0009668354,0.003696487],"category_scores_gemma":[0.001180652,0.0003264569,0.0006623435,0.000689044,0.0006332066,0.0008907452,0.001291346,0.001667206,0.001561361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005519979,"about_ca_system_score_gemma":0.000829775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907405,"about_ca_topic_score_gemma":0.001514378,"domain_scores_codex":[0.9994585,0.00009318499,0.0000236134,0.000127949,0.0002412528,0.00005557192],"domain_scores_gemma":[0.9997055,0.00009069692,0.00005599849,0.00004679299,0.00009184964,0.000009085894],"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":[0.00008765819,0.00007378772,0.0001283989,0.0006872366,0.00007929595,0.0002807278,0.00008333605,0.7333707,0.01663514,0.06091131,0.004443697,0.1832188],"study_design_scores_gemma":[0.00001565886,0.00009855565,0.00007987433,0.00002683056,0.00001631313,0.00005671981,0.000007476644,0.9813774,0.002764936,0.009574404,0.005967243,0.00001463891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001434276,0.000892201,0.9884312,0.0001350964,0.000112272,0.00005167786,0.00004970574,0.0006845653,0.008209],"genre_scores_gemma":[0.8010475,0.002757024,0.1774289,0.0003412843,0.000273939,0.0006304798,0.0004477109,0.0001680282,0.01690506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003696487,"threshold_uncertainty_score":0.01236606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152340147","doi":"10.1080/00207720500156363","title":"Robust sliding mode controllers design techniques for stabilization of multivariable time-delay systems with parameter perturbations and external disturbances","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Multivariable calculus; Sliding mode control; Lyapunov function; Constructive; Computer science; Stability (learning theory); Mode (computer interface); Linear matrix inequality; Mathematics; Control engineering; Engineering; Control (management); Mathematical optimization; Nonlinear system; Physics","authors":[{"name":"Elbrous M. Jafarov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02216141221576444,"gpt":0.245615303803264,"spread":0.2234538915874995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003447973,0.0005524295,0.0002880157,0.0003867406,0.0001594025,0.0003916412,0.0004484772,0.0004044927,0.001504295],"category_scores_gemma":[0.0005762958,0.0001691415,0.0004514735,0.0002587005,0.0002324697,0.0004292598,0.0003821933,0.000635098,0.0001834799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110917,"about_ca_system_score_gemma":0.0002247285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007261003,"about_ca_topic_score_gemma":0.000621248,"domain_scores_codex":[0.9997737,0.00004064851,0.00001604594,0.00004521231,0.0001117308,0.00001268509],"domain_scores_gemma":[0.9998372,0.00005604716,0.00003066571,0.0000188877,0.00005297055,0.000004271061],"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":[0.0001683975,0.00005877645,0.0005303398,0.0005659767,0.0001380453,0.0002384672,0.0003647665,0.4684907,0.1770624,0.04379564,0.001476351,0.3071102],"study_design_scores_gemma":[0.00002233846,0.0002051799,0.0003990746,0.00002112403,0.00002774986,0.00006271672,0.00002770372,0.9686617,0.01890967,0.005904682,0.005745526,0.00001252752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006672038,0.0005141399,0.9916303,0.00004170503,0.00003926657,0.00001712041,0.000009701081,0.0001514055,0.0009243484],"genre_scores_gemma":[0.795378,0.001174133,0.1987301,0.00008664817,0.0001090438,0.0001819722,0.00009330089,0.0000617,0.00418514],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001504295,"threshold_uncertainty_score":0.00503242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033427195","doi":"10.1080/00207721.2020.1766153","title":"Adaptive fuzzy funnel control for nonlinear systems with input deadzone and saturation","year":2020,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"Taishan Scholar Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Funnel; Control theory (sociology); Backstepping; Dead zone; Nonlinear system; Fuzzy logic; Affine transformation; Mathematics; Controller (irrigation); Bounded function; Adaptive control; Tracking error; Fuzzy control system; Computer science; Engineering; Control (management); Artificial intelligence; Mathematical analysis; Geometry","authors":[{"name":"Cungen Liu","is_ca":false},{"name":"Huanqing Wang","is_ca":false},{"name":"Xiaoping Liu","is_ca":true},{"name":"Yucheng Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01903225434360679,"gpt":0.2353452897919132,"spread":0.2163130354483064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008202071,0.0007211744,0.0006648331,0.0004493041,0.0004392726,0.00100168,0.0009773737,0.0005765051,0.0006696178],"category_scores_gemma":[0.00136346,0.0002096367,0.0005445514,0.0003922302,0.0007014842,0.0008656518,0.001074528,0.0006165513,0.00008798696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844155,"about_ca_system_score_gemma":0.0006360284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00356245,"about_ca_topic_score_gemma":0.001857388,"domain_scores_codex":[0.9997519,0.00003843712,0.0000285321,0.00004988117,0.00009292903,0.0000383597],"domain_scores_gemma":[0.9995264,0.000171964,0.0001003365,0.00003355537,0.0001431351,0.0000247136],"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":[0.0005238118,0.00008793166,0.001387768,0.000899054,0.0001324043,0.0005896644,0.0006234162,0.749769,0.06418908,0.04269946,0.0008875965,0.1382107],"study_design_scores_gemma":[0.00002398318,0.0001901335,0.000265023,0.00001923058,0.00002016772,0.00004768842,0.00003256382,0.9886147,0.004724333,0.005210209,0.0008375412,0.00001445311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03264546,0.0005463409,0.9648211,0.00005800306,0.00005627675,0.00003583232,0.00001473776,0.0002317361,0.001590537],"genre_scores_gemma":[0.9795725,0.0003754321,0.01809678,0.00004191035,0.00002521887,0.00006462228,0.00002587507,0.00001273289,0.001785033],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00356245,"threshold_uncertainty_score":0.007083416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005311354","doi":"10.1080/00207720902755770","title":"Exponential stability of switched stochastic delay systems with non-linear uncertainties","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":28,"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":"Dwell time; Mathematics; Exponential stability; Control theory (sociology); Stability (learning theory); Linear matrix inequality; Linear system; Lyapunov function; Applied mathematics; Mathematical optimization; Computer science; Nonlinear system; Mathematical analysis","authors":[{"name":"Jun Liu","is_ca":true},{"name":"Xinzhi Liu","is_ca":true},{"name":"Wei‐Chau Xie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414670837025022,"gpt":0.2428222380115546,"spread":0.2286755296413044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005828228,0.0004920508,0.0004172384,0.0003005169,0.0001983791,0.0007121768,0.0005061023,0.0005415771,0.0007187764],"category_scores_gemma":[0.001768202,0.0001580496,0.0003780217,0.0003484414,0.0006258338,0.000561597,0.000591389,0.0004076854,0.00008029141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005285985,"about_ca_system_score_gemma":0.0004451351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091469,"about_ca_topic_score_gemma":0.001585881,"domain_scores_codex":[0.9995996,0.00008699027,0.00002553617,0.00007903321,0.000164868,0.00004390135],"domain_scores_gemma":[0.9992642,0.0004054583,0.0001487244,0.00003091268,0.0001342143,0.00001646519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001518789,0.00001760248,0.0006344556,0.0001140402,0.00006264976,0.0001973726,0.00008149404,0.941671,0.01351532,0.02857568,0.0001926959,0.01478592],"study_design_scores_gemma":[0.000009138592,0.00004050597,0.0002515775,0.000003711208,0.000009050238,0.00002482926,0.00001097583,0.9927766,0.001366382,0.005246991,0.0002542792,0.000005990543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1773126,0.001096628,0.8165069,0.0002897289,0.00006427386,0.0000234975,0.00008177699,0.0002216731,0.00440293],"genre_scores_gemma":[0.9949051,0.0002595373,0.003714077,0.00002026661,0.00001835457,0.00001955955,0.00003058332,0.000006444435,0.001026099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003091469,"threshold_uncertainty_score":0.006146908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151158967","doi":"10.1080/00207721.2011.572198","title":"Mobile sensor networks for modelling environmental pollutant distribution","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Chongqing University; Kunming University of Science and Technology; European Commission; Northeast Normal University; Canadian Institute for Advanced Research","keywords":"Pollutant; Sample (material); Computer science; Voronoi diagram; Flocking (texture); Environmental science; Mathematics; Ecology","authors":[{"name":"Bowen Lu","is_ca":false},{"name":"John Oyekan","is_ca":false},{"name":"Dongbing Gu","is_ca":false},{"name":"Huosheng Hu","is_ca":false},{"name":"Hossein Farid Ghassem Nia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0264171529862808,"gpt":0.2416440964349431,"spread":0.2152269434486623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002653507,0.0007088428,0.0004848955,0.0004533797,0.0002899427,0.0006312155,0.0008077341,0.0009574594,0.001380547],"category_scores_gemma":[0.001102374,0.0002683285,0.0005333305,0.0008094794,0.0003613931,0.001030173,0.0004812115,0.0006397143,0.0003519878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005536453,"about_ca_system_score_gemma":0.0004743562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006153111,"about_ca_topic_score_gemma":0.005808212,"domain_scores_codex":[0.9997752,0.00006630759,0.000009387356,0.00004869648,0.00008208998,0.00001818258],"domain_scores_gemma":[0.9997906,0.0001044348,0.00003604762,0.00002262848,0.0000364497,0.000009847515],"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":[0.00002504275,0.0000103956,0.0005003798,0.0000397579,0.00001901685,0.00005868629,0.00002867917,0.9757391,0.002159703,0.01047074,0.0003302364,0.01061821],"study_design_scores_gemma":[0.000004369672,0.00001228749,0.0001165943,0.000003979504,0.000004592655,0.00001877505,0.00001034444,0.9928159,0.0005035351,0.004616877,0.001888742,0.000004010685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02324012,0.0008323636,0.9708798,0.0002202782,0.0001003727,0.00005090998,0.0001742034,0.0003290513,0.00417299],"genre_scores_gemma":[0.8018393,0.002179639,0.1850375,0.0000933864,0.0001063653,0.0002796423,0.0003869172,0.00009267832,0.009984437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006153111,"threshold_uncertainty_score":0.01223457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338460402","doi":"10.1080/00207721.2016.1173742","title":"Model-independent position domain sliding mode control for contour tracking of robotic manipulator","year":2016,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Feed forward; Sliding mode control; Robustness (evolution); Lyapunov stability; Lyapunov function; Nonlinear system; Position (finance); Variable structure control; Engineering; Computer science; Control engineering; Artificial intelligence; Control (management)","authors":[{"name":"W. H. Yue","is_ca":false},{"name":"V. Pano","is_ca":true},{"name":"P. R. Ouyang","is_ca":true},{"name":"Yuqi Hu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01901566222316221,"gpt":0.2728411318216906,"spread":0.2538254695985284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002777533,0.000396679,0.0002910463,0.0001991013,0.0002007776,0.0003080695,0.0005826342,0.0003844938,0.0007274955],"category_scores_gemma":[0.0005193871,0.0001370383,0.0003010627,0.0001996861,0.000351784,0.000404596,0.0003114155,0.0004355243,0.0001422668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955812,"about_ca_system_score_gemma":0.0002973787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007883737,"about_ca_topic_score_gemma":0.0007829664,"domain_scores_codex":[0.9998567,0.00001801262,0.000008795721,0.00003253311,0.0000756403,0.000008227839],"domain_scores_gemma":[0.9998381,0.00004168557,0.00003315068,0.00002277512,0.0000566103,0.000007606644],"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":[0.0002215968,0.0001146574,0.001151081,0.0005971971,0.00007583323,0.0003582872,0.0003376274,0.4325131,0.1401988,0.026493,0.002100117,0.3958387],"study_design_scores_gemma":[0.00002238119,0.0002018121,0.0003810467,0.00001471556,0.00001370466,0.00007948493,0.000009332798,0.9860123,0.009213969,0.001492138,0.002547825,0.00001124925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01789802,0.0004510609,0.9791586,0.00005677894,0.00007342095,0.00002530463,0.000009837254,0.0002317852,0.002095293],"genre_scores_gemma":[0.8952193,0.0006027339,0.1007309,0.00006599176,0.00005543407,0.00009602064,0.00005586974,0.00002520832,0.003148696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007883737,"threshold_uncertainty_score":0.002433717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970667901","doi":"10.1080/00207721.2010.549576","title":"Vibration control of a nonlinear quarter-car active suspension system by reinforcement learning","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Suspension (topology); Nonlinear system; Control theory (sociology); Active suspension; Reinforcement learning; Control (management); Reinforcement; Vibration control; Vibration; Engineering; Control engineering; Computer science; Artificial intelligence; Structural engineering; Mathematics; Acoustics; Physics; Actuator; Geography","authors":[{"name":"İhsan Ömür Bucak","is_ca":false},{"name":"H.R. Öz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065329008896665,"gpt":0.2159096649567936,"spread":0.205256374867827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004730717,0.0003373877,0.0003284386,0.0001036623,0.0001885062,0.0002938157,0.0003933606,0.0003956025,0.0007466991],"category_scores_gemma":[0.0007026815,0.0001193544,0.0001845069,0.00006531604,0.0004261977,0.0002244275,0.0003163,0.0002852437,0.00009968828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002787332,"about_ca_system_score_gemma":0.0003377348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003694723,"about_ca_topic_score_gemma":0.001710855,"domain_scores_codex":[0.9998766,0.00003426517,0.000006897384,0.00002382348,0.00003689501,0.00002136356],"domain_scores_gemma":[0.9996562,0.0001433463,0.00006904408,0.00002390726,0.00008340213,0.00002412173],"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":[0.000222694,0.00008634698,0.0008581891,0.00006479702,0.00003342955,0.00009532097,0.00007499209,0.9501858,0.02388252,0.001532457,0.0001511307,0.02281236],"study_design_scores_gemma":[0.000007821719,0.00008607342,0.0001271462,9.80296e-7,0.000002642869,0.000005375886,0.000002712767,0.9987932,0.0007973442,0.0001229666,0.00005181112,0.000001886297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5056875,0.0001834756,0.4902992,0.0001631669,0.00004222804,0.00004570858,0.00001928785,0.0003235119,0.003235936],"genre_scores_gemma":[0.9962354,0.00001531607,0.003169741,0.000007158665,0.000002619329,0.000008551645,0.000004649901,0.000002000489,0.0005546058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003694723,"threshold_uncertainty_score":0.007346392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967052305","doi":"10.1080/00207721.2012.669869","title":"Backstepping-based synchronisation of uncertain networked Lagrangian systems","year":2012,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","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 Toronto","funders":"Division of Emerging Frontiers in Research and Innovation; Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation","keywords":"Backstepping; Convergence (economics); Control theory (sociology); Integrator; Network topology; Lagrangian; Spanning tree; Computer science; Mathematical optimization; Consensus; Multi-agent system; Mathematics; Adaptive control; Control (management); Applied mathematics","authors":[{"name":"Wenlin Zhang","is_ca":false},{"name":"Zheng Wang","is_ca":true},{"name":"Yi Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02243125966761459,"gpt":0.2815673897711038,"spread":0.2591361301034892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005222119,0.0004469054,0.0004521438,0.0002789299,0.0002240467,0.0004453112,0.0006658051,0.0004879829,0.0008648435],"category_scores_gemma":[0.001391005,0.0002142968,0.0003323535,0.0002407528,0.0006504773,0.0006891746,0.0009710598,0.0005774851,0.0001662495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182989,"about_ca_system_score_gemma":0.0003928433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379453,"about_ca_topic_score_gemma":0.0008623485,"domain_scores_codex":[0.9996277,0.00009317428,0.00002238987,0.000108899,0.0001166703,0.00003114148],"domain_scores_gemma":[0.9995275,0.0001927146,0.0001202597,0.00006281698,0.00007362162,0.00002320351],"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":[0.00007203202,0.00002344504,0.0003079218,0.00008702345,0.00001755705,0.0001259095,0.0001661018,0.9375756,0.01437932,0.01321166,0.0001658948,0.03386744],"study_design_scores_gemma":[0.00001019708,0.0000707325,0.00007355353,0.000004038309,0.000003628835,0.00001908456,0.00001262817,0.9943275,0.002557675,0.002520733,0.0003951901,0.000005126377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03186221,0.00006219136,0.9665285,0.00003624205,0.00001914139,0.00002485249,0.000009043427,0.0001301843,0.001327663],"genre_scores_gemma":[0.9546217,0.00009135544,0.04369888,0.00002281539,0.00001104427,0.00006060079,0.00002888802,0.00001694586,0.00144774],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001379453,"threshold_uncertainty_score":0.00289315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061057166","doi":"10.1080/00207720500139930","title":"Forecasting warranty performance in the presence of the ‘maturing data’ phenomenon","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Warranty; Reliability (semiconductor); Artificial neural network; Computer science; Quality (philosophy); Reliability engineering; Process (computing); Operations research; Engineering; Artificial intelligence","authors":[{"name":"Bharatendra Rai","is_ca":false},{"name":"N. Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02868669250313605,"gpt":0.2407853585841453,"spread":0.2120986660810093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296786,0.0005084642,0.0003234044,0.0006820331,0.0001698965,0.0005389166,0.000470037,0.00069081,0.0004479843],"category_scores_gemma":[0.00436586,0.0001916358,0.0002830988,0.0007618255,0.0001766141,0.0008170402,0.0002554181,0.0006745597,0.0001509235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007781457,"about_ca_system_score_gemma":0.0003902095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01776918,"about_ca_topic_score_gemma":0.01574562,"domain_scores_codex":[0.9996704,0.00007561885,0.00002863109,0.00007239884,0.0001159982,0.00003700502],"domain_scores_gemma":[0.9977971,0.0009748745,0.0004609782,0.0001751332,0.0005075767,0.0000843587],"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":[0.0002223643,0.00008011219,0.04798308,0.00006112973,0.00004331296,0.000195787,0.00008532713,0.9118047,0.007520954,0.00037805,0.0005427352,0.03108246],"study_design_scores_gemma":[0.000001477594,0.00004052295,0.0156131,0.000004560938,0.000004585562,0.00001357715,0.00002618773,0.9820161,0.002016066,0.0001250274,0.0001314278,0.000007280646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724893,0.0001601771,0.02541226,0.0001779359,0.0000213957,0.0000136095,0.0004399849,0.0001942447,0.001091096],"genre_scores_gemma":[0.9968889,0.0000388582,0.00256147,0.00000433272,0.000003862052,0.000003579087,0.0002829583,0.000004422007,0.0002116579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01776918,"threshold_uncertainty_score":0.03533155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095223361","doi":"10.1080/00207720601014313","title":"Practical stability of closed-loop descriptor systems","year":2006,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":21,"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); Stability (learning theory); Lyapunov function; Simple (philosophy); Mathematics; Invariant (physics); Closed loop; Loop (graph theory); Computer science; LTI system theory; Control (management); Linear system; Control engineering; Artificial intelligence; Engineering; Nonlinear system; Machine learning","authors":[{"name":"Chunyu Yang","is_ca":false},{"name":"Qinqin Zhang","is_ca":false},{"name":"Yuan Lin","is_ca":true},{"name":"Lei Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02750644049190504,"gpt":0.2741917412496337,"spread":0.2466853007577287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004837337,0.0002203661,0.0002200104,0.0002437706,0.0002498064,0.0007299091,0.0003559427,0.0003191093,0.001887568],"category_scores_gemma":[0.00168738,0.00006847691,0.0001267618,0.0001616757,0.0007879602,0.0005783838,0.0005137206,0.0002918622,0.0001587674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321651,"about_ca_system_score_gemma":0.0002471478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000463851,"about_ca_topic_score_gemma":0.0002304582,"domain_scores_codex":[0.9996963,0.00007384665,0.00001636887,0.00005753597,0.0001218227,0.00003430326],"domain_scores_gemma":[0.9994363,0.0002903244,0.00009504245,0.00004343338,0.0001188644,0.00001590342],"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":[0.0003053455,0.00005521334,0.001498556,0.0002395871,0.00003137679,0.0005152391,0.0004027883,0.4096142,0.09385241,0.4300282,0.0009569026,0.06250014],"study_design_scores_gemma":[0.0000594134,0.0002773252,0.0005363569,0.00002255484,0.000006472495,0.0001313516,0.000106003,0.8912657,0.01745429,0.08571207,0.004409241,0.0000192409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1505851,0.0002593259,0.8356758,0.0001583479,0.00004653631,0.00004412176,0.00003221331,0.0002571471,0.01294143],"genre_scores_gemma":[0.992297,0.00005290317,0.006159719,0.00001382683,0.00000879395,0.00002184454,0.00002202293,0.00000589397,0.001418001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001887568,"threshold_uncertainty_score":0.006314516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922423793","doi":"10.1080/00207721.2019.1586005","title":"Stochastic stability analysis for neutral-type Markov jump neural networks with additive time-varying delays via a new reciprocally convex combination inequality","year":2019,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":19,"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":"China Scholarship Council; Government of Jiangsu Province; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Stability (learning theory); Type (biology); Convex combination; Mathematics; Artificial neural network; Regular polygon; Markov chain; Linear matrix inequality; Control theory (sociology); Markov process; Jump; Applied mathematics; Computer science; Mathematical optimization; Convex optimization; Control (management); Artificial intelligence; Statistics; Machine learning; Geology","authors":[{"name":"Haiyang Zhang","is_ca":true},{"name":"Zhipeng Qiu","is_ca":false},{"name":"Lianglin Xiong","is_ca":false},{"name":"Guanghao Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01710617687085435,"gpt":0.2565000491806516,"spread":0.2393938723097973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001614117,0.001479305,0.0007761543,0.0005923954,0.0003937467,0.001286342,0.00109561,0.0007980978,0.002360514],"category_scores_gemma":[0.002440611,0.0003408614,0.001022909,0.0004999528,0.0009799999,0.001678757,0.001227682,0.001692063,0.0002797385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211244,"about_ca_system_score_gemma":0.0009932735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002134494,"about_ca_topic_score_gemma":0.001467243,"domain_scores_codex":[0.9991686,0.0002300858,0.00005271805,0.0001802528,0.0002795713,0.0000887466],"domain_scores_gemma":[0.9992601,0.000357236,0.0001162481,0.000030881,0.000200264,0.00003518588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008337105,0.0000324204,0.0004434643,0.0001815889,0.0000846821,0.0001996263,0.0001252207,0.7976077,0.0108271,0.1682146,0.00108949,0.02111079],"study_design_scores_gemma":[0.000002605658,0.00001927348,0.00005055534,0.000004142504,0.000007782493,0.00001787768,0.000006485584,0.9905501,0.000566734,0.008468818,0.0003002605,0.000005420573],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007074013,0.000209988,0.9880868,0.0001508726,0.00003878676,0.00002165836,0.00003801331,0.00003398226,0.004345803],"genre_scores_gemma":[0.8949174,0.001463531,0.0942867,0.00019304,0.0001644395,0.0002358049,0.0002156089,0.00008235122,0.008441125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002360514,"threshold_uncertainty_score":0.008788228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082911862","doi":"10.1080/00207720701748380","title":"Uniform stability of discrete impulsive systems","year":2008,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Neural Networks Stability and Synchronization","field":"Computer Science","cited_by":19,"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":"Stability (learning theory); Exponential stability; Control theory (sociology); Mathematics; Simple (philosophy); Discrete system; Algebraic number; Nonlinear system; Synchronization (alternating current); Class (philosophy); Chaotic; Discrete time and continuous time; Applied mathematics; Computer science; Mathematical analysis; Topology (electrical circuits); Algorithm; Control (management); Statistics","authors":[{"name":"Bin Liu","is_ca":false},{"name":"Xinzhi Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02277326587001303,"gpt":0.2625059654427706,"spread":0.2397326995727575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166871,0.0002355858,0.0002435394,0.0004491709,0.0002770023,0.0005316498,0.0003590547,0.00021314,0.001300093],"category_scores_gemma":[0.001537897,0.0000986556,0.0001876719,0.0003758248,0.0005916119,0.000626972,0.0008197598,0.0003566203,0.0001646404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330307,"about_ca_system_score_gemma":0.0001967975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045159,"about_ca_topic_score_gemma":0.0003721905,"domain_scores_codex":[0.999791,0.00004436358,0.00001486246,0.00004337617,0.00007766399,0.00002866999],"domain_scores_gemma":[0.9995857,0.0001680571,0.0000903699,0.0000363033,0.00009083484,0.00002884258],"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":[0.0002152013,0.00004921835,0.002315077,0.0003720196,0.00006814789,0.000714071,0.0005285146,0.2869094,0.0582781,0.5797509,0.001166364,0.06963309],"study_design_scores_gemma":[0.00001794412,0.0001026128,0.0009107847,0.00002156057,0.0000156312,0.0002319744,0.00008256886,0.9156389,0.01130277,0.06804299,0.003611449,0.00002077053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2238268,0.002175548,0.7449316,0.0002352325,0.0001419229,0.00003910928,0.00008081699,0.0002464432,0.02832256],"genre_scores_gemma":[0.9865073,0.0006220264,0.009239544,0.00002969716,0.00004586844,0.00002755398,0.00003608725,0.00001486021,0.003477123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001300093,"threshold_uncertainty_score":0.004349232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041348935","doi":"10.1080/00207720701794319","title":"On reference model tracking for Markov jump systems","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Tracking (education); State (computer science); State vector; Controller (irrigation); Jump; Markov chain; Computer science; Mathematics; Reference model; Control (management); Algorithm; Artificial intelligence","authors":[{"name":"E.K. Boukas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03086434398312124,"gpt":0.2839867537407804,"spread":0.2531224097576592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425252,0.0009502206,0.001043837,0.0006206793,0.0005280154,0.001416391,0.001050134,0.001644377,0.002973491],"category_scores_gemma":[0.003586227,0.0003316025,0.0009827197,0.001160223,0.00118798,0.001778794,0.001295437,0.001830855,0.0005132254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031657,"about_ca_system_score_gemma":0.0008023836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005307496,"about_ca_topic_score_gemma":0.002398935,"domain_scores_codex":[0.9992458,0.0002333178,0.00003559558,0.0001602676,0.0002579728,0.00006707479],"domain_scores_gemma":[0.9989002,0.0006721136,0.0001177329,0.00007007633,0.0002117093,0.00002808079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001076325,0.00004433853,0.0003184949,0.0004072827,0.00006036986,0.000265316,0.0002621275,0.6813964,0.004956029,0.2547956,0.001685276,0.05570115],"study_design_scores_gemma":[0.00001409524,0.00008944594,0.0001113487,0.00004037963,0.00001438276,0.00004536186,0.00001944629,0.9385896,0.0008405506,0.05714614,0.003068319,0.00002093913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005020308,0.002226841,0.9865006,0.000256868,0.0001143473,0.0000276894,0.00002684619,0.00009509001,0.005731447],"genre_scores_gemma":[0.8239155,0.01008132,0.1465515,0.0004433347,0.0007157826,0.0003837646,0.0003853264,0.0001392586,0.0173843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005307496,"threshold_uncertainty_score":0.01055318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166569112","doi":"10.1080/00207720802435655","title":"Observability and controllability of systems with limited data rate","year":2008,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":17,"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":"Observability; Controllability; Control theory (sociology); Network controllability; Set (abstract data type); Finite set; Mathematics; Controller (irrigation); Observable; Discrete time and continuous time; Computer science; Applied mathematics; Control (management); Artificial intelligence","authors":[{"name":"Ge Guo","is_ca":false},{"name":"Xiaoping Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04528460456303939,"gpt":0.2527433164537262,"spread":0.2074587118906868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078439,0.0005621897,0.000671835,0.0005665011,0.0003095849,0.001254262,0.0007855881,0.0005574597,0.001248514],"category_scores_gemma":[0.008923108,0.0003038887,0.0006601655,0.0004569469,0.001267955,0.001876458,0.001204147,0.001162696,0.0001268203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004835646,"about_ca_system_score_gemma":0.0005059798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380446,"about_ca_topic_score_gemma":0.0004917385,"domain_scores_codex":[0.9985562,0.0003151274,0.0001050419,0.0003299938,0.0005192239,0.0001744245],"domain_scores_gemma":[0.993188,0.004416048,0.001230256,0.0005337887,0.00050949,0.0001223911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006542375,0.00008971162,0.002655451,0.0007365207,0.0001452822,0.0007774259,0.0007200657,0.5870648,0.05509218,0.3063461,0.0006930465,0.0450251],"study_design_scores_gemma":[0.00004689044,0.0001626456,0.001032485,0.00004122036,0.00003320594,0.0001790193,0.00006256917,0.9051758,0.007674917,0.08444637,0.001112808,0.00003201818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1385847,0.001126749,0.8539082,0.0002509962,0.00006445919,0.00005310517,0.0001889599,0.0002536642,0.005569245],"genre_scores_gemma":[0.9858295,0.000516918,0.01219569,0.00003846136,0.00004765591,0.000114338,0.0001193767,0.00002342787,0.00111454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001380446,"threshold_uncertainty_score":0.00570339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094875801","doi":"10.1080/00207721.2012.724097","title":"Unconstrained underwater multi-target tracking in passive sonar systems using two-stage PF-based technique","year":2012,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada; Queen's University; Trusted Positioning (Canada)","funders":"","keywords":"Sonar; Computer science; Tracking (education); Particle filter; Resampling; Track-before-detect; Artificial intelligence; Cluster analysis; Noise (video); Filter (signal processing); Underwater; Range (aeronautics); Computer vision; Kalman filter; Pattern recognition (psychology); Engineering","authors":[{"name":"Jacques Georgy","is_ca":true},{"name":"Aboelmagd Noureldin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06788661023425652,"gpt":0.3410977075926238,"spread":0.2732110973583672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005718836,0.0008196505,0.0008418419,0.0003369983,0.0003326334,0.0003843723,0.0009036121,0.0009351617,0.000742407],"category_scores_gemma":[0.001393001,0.0004933625,0.0006787863,0.0004627204,0.0003650792,0.0009218811,0.0007115829,0.0006921811,0.0003025243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817427,"about_ca_system_score_gemma":0.0006465708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552147,"about_ca_topic_score_gemma":0.001595677,"domain_scores_codex":[0.9996923,0.00005248531,0.00001726894,0.00007196544,0.0001394114,0.0000265227],"domain_scores_gemma":[0.9996315,0.0001632383,0.00005506765,0.00004056006,0.00009537111,0.00001430411],"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":[0.0001741338,0.00005944635,0.0008134227,0.0002014997,0.00006748101,0.0001616286,0.0001877553,0.6692135,0.04545019,0.007224551,0.0009065805,0.2755398],"study_design_scores_gemma":[0.000007386413,0.00004575601,0.0001653784,0.000003467166,0.000006960851,0.00004810161,0.000003860665,0.9946387,0.003888877,0.0006110817,0.0005717901,0.000008598145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003260187,0.00004318928,0.9963038,0.0000162849,0.00001044007,0.000008651376,0.000003606798,0.0001044607,0.0002494397],"genre_scores_gemma":[0.2749248,0.0002085151,0.7216724,0.00005670005,0.00004993312,0.0001184205,0.00007665213,0.00005938873,0.002833163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002552147,"threshold_uncertainty_score":0.00507462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064823301","doi":"10.1080/00207720802184683","title":"Extension of local linear controllers to global piecewise affine controllers for uncertain non-linear systems","year":2008,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":16,"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); Mathematics; Differential inclusion; Controller (irrigation); Linear system; Affine transformation; Piecewise linear function; Lyapunov function; Equilibrium point; Piecewise linear manifold; Nonlinear system; Mathematical optimization; Computer science; Differential equation; Control (management); Mathematical analysis","authors":[{"name":"Behzad Samadi","is_ca":true},{"name":"Luís Rodrigues","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02366607736720667,"gpt":0.2813325391820171,"spread":0.2576664618148105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375168,0.0005912675,0.0003657851,0.0001907213,0.000159101,0.000378554,0.0006281281,0.000279485,0.001640974],"category_scores_gemma":[0.0004901427,0.0001755587,0.0004219901,0.0001538599,0.0003189076,0.0005378913,0.0008557682,0.0008243329,0.0003106478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599863,"about_ca_system_score_gemma":0.0002190129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003468916,"about_ca_topic_score_gemma":0.0003340358,"domain_scores_codex":[0.9998432,0.00002449562,0.000008899113,0.00004275286,0.00006494788,0.00001564076],"domain_scores_gemma":[0.9998224,0.00005046641,0.00003018921,0.00004441781,0.00004333966,0.000009130381],"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":[0.0001237889,0.00006033012,0.0004215062,0.0005247546,0.00004992821,0.0005103386,0.0003956769,0.471713,0.1188789,0.05204481,0.001093565,0.3541835],"study_design_scores_gemma":[0.00001794738,0.0003129322,0.0003103933,0.00002577159,0.00003122148,0.0002005847,0.00003713425,0.9476814,0.03058415,0.01126198,0.009515946,0.00002059752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004381994,0.0001244219,0.9937547,0.0000234464,0.00001914857,0.00001959571,0.000008465259,0.0002364392,0.001431804],"genre_scores_gemma":[0.7624258,0.000610106,0.230528,0.000065762,0.00006448814,0.0001458834,0.00006081359,0.00008111506,0.006017971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001640974,"threshold_uncertainty_score":0.005489588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213375748","doi":"10.1080/00207721.2022.2039797","title":"PSO-based nonlinear model predictive planning and discrete-time sliding tracking control for uncertain planar underactuated manipulators","year":2022,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Control theory (sociology); Underactuation; Position (finance); Benchmark (surveying); Nonlinear system; Model predictive control; Discrete time and continuous time; Particle swarm optimization; Computer science; Trajectory; Control engineering; Engineering; Control (management); Mathematics; Artificial intelligence; Algorithm","authors":[{"name":"Pan Zhang","is_ca":false},{"name":"Xuzhi Lai","is_ca":false},{"name":"Yawu Wang","is_ca":false},{"name":"Chun‐Yi Su","is_ca":true},{"name":"Min Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02891988687182221,"gpt":0.2835893805132139,"spread":0.2546694936413916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032873,0.000529348,0.0006052323,0.0002052439,0.0002377311,0.0005045593,0.0005288593,0.0005303045,0.0007570105],"category_scores_gemma":[0.000669163,0.000276263,0.0004325469,0.0002395215,0.0004863873,0.000328237,0.0004535714,0.0005629075,0.0001242122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086042,"about_ca_system_score_gemma":0.0007411534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009384089,"about_ca_topic_score_gemma":0.00412392,"domain_scores_codex":[0.9998129,0.00003418107,0.00001168406,0.00005100051,0.00006878714,0.00002144049],"domain_scores_gemma":[0.9998288,0.00005800388,0.00004498809,0.00001566209,0.00004180716,0.00001072054],"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":[0.00004021774,0.00001669374,0.000286022,0.00007172795,0.00002626715,0.00008759299,0.00005918535,0.9649025,0.00393144,0.004291513,0.0003166567,0.02597019],"study_design_scores_gemma":[0.000004524695,0.00002866948,0.00008835649,0.000001969757,0.000002699439,0.000007478261,0.000002805351,0.9991339,0.000236909,0.0003080717,0.0001824354,0.000002184907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03134384,0.0005116864,0.9639276,0.0001319901,0.00007086506,0.00002874372,0.00002322706,0.0002442438,0.003717847],"genre_scores_gemma":[0.9581589,0.0002932695,0.03887018,0.00004111677,0.00003084654,0.00007263715,0.00004517077,0.00001411432,0.002473844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009384089,"threshold_uncertainty_score":0.01865894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062937508","doi":"10.1080/00207720903038150","title":"Adaptive non-linear compensation control based on neural networks for non-linear systems with time delay","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":12,"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":"Control theory (sociology); Compensation (psychology); Controller (irrigation); Artificial neural network; Adaptive control; Computer science; Stability (learning theory); Control engineering; Linear model; Scheme (mathematics); Linear system; Control (management); Engineering; Mathematics; Artificial intelligence","authors":[{"name":"Xuemei Ren","is_ca":false},{"name":"A.B. Rad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01373302184295033,"gpt":0.2490349842596815,"spread":0.2353019624167312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003356817,0.0005242352,0.000366762,0.0001812863,0.0002908549,0.0004139742,0.000575788,0.0005462486,0.000718987],"category_scores_gemma":[0.000732033,0.0001708606,0.0002759708,0.0002174146,0.000344077,0.0005342835,0.0003446535,0.0005524642,0.0001137792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583811,"about_ca_system_score_gemma":0.0003469202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960197,"about_ca_topic_score_gemma":0.003641553,"domain_scores_codex":[0.9998208,0.00003169698,0.00001223395,0.00004257589,0.00007310617,0.00001967108],"domain_scores_gemma":[0.999781,0.00009396129,0.00004706578,0.00001395179,0.00005706954,0.000006936406],"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":[0.0002131164,0.00009362847,0.0006127807,0.000346526,0.00007968388,0.0002844963,0.000177757,0.7561045,0.06463724,0.01488333,0.0008679437,0.161699],"study_design_scores_gemma":[0.00001203287,0.0000761749,0.0002204829,0.000007555251,0.00001140301,0.00003766761,0.000006055295,0.9940256,0.003544871,0.001108527,0.0009408708,0.000008693636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03285998,0.001377251,0.9624889,0.0001389752,0.0001342148,0.00003520485,0.00001243798,0.0002666321,0.002686485],"genre_scores_gemma":[0.9375502,0.0007610595,0.05694816,0.000093833,0.00007346006,0.00008708478,0.00003158984,0.00001697654,0.004437621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002960197,"threshold_uncertainty_score":0.005885959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400123103","doi":"10.1080/00207721.2024.2367711","title":"A robust interpolated model predictive control based on recurrent neural networks for a nonholonomic differential-drive mobile robot with quasi-LPV representation: computational complexity and conservatism","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Representation (politics); Computer science; Mobile robot; Control theory (sociology); Nonholonomic system; Differential (mechanical device); Control (management); Artificial neural network; Model predictive control; Artificial intelligence; Robot; Control engineering; Engineering","authors":[{"name":"Mohsen Hadian","is_ca":true},{"name":"Wenjun Zhang","is_ca":true},{"name":"Danial Etesami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02433568957260327,"gpt":0.2692562338806161,"spread":0.2449205443080129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004782371,0.0006112584,0.0006394343,0.0002091286,0.0002747746,0.0005219071,0.0009267074,0.0005962118,0.0008660285],"category_scores_gemma":[0.000577517,0.0002971219,0.000504982,0.0002716893,0.0004249437,0.0004279108,0.0005450701,0.0007226153,0.0001555361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797289,"about_ca_system_score_gemma":0.0006016971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005770146,"about_ca_topic_score_gemma":0.004418391,"domain_scores_codex":[0.9998327,0.0000367888,0.00000902956,0.00004831786,0.0000525803,0.0000205128],"domain_scores_gemma":[0.999809,0.00007509755,0.00003976972,0.00001915023,0.00004766099,0.000009284852],"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":[0.00007071326,0.00003190517,0.0002386136,0.0001219738,0.00003886791,0.0001356855,0.00005973007,0.9441109,0.007177729,0.0034829,0.0004352844,0.04409558],"study_design_scores_gemma":[0.000003527147,0.00002594066,0.0000321544,0.000001864735,0.000003489833,0.000006524444,0.000001244122,0.9993098,0.0003242296,0.0001619719,0.0001273363,0.00000200579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.027688,0.0003902926,0.9693262,0.00009466657,0.00005612982,0.00002874598,0.00002218313,0.0003604094,0.002033386],"genre_scores_gemma":[0.9092301,0.0002569739,0.08761413,0.00005844917,0.00003644629,0.00009530484,0.0000691277,0.0000347195,0.002604729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005770146,"threshold_uncertainty_score":0.01147312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388850935","doi":"10.1080/00207721.2023.2271621","title":"Adaptive finite-time synchronisation of variable-order fractional chaotic systems for secure communication","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Chaos control and synchronization","field":"Physics and Astronomy","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":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Variable (mathematics); Control theory (sociology); Stability (learning theory); Chaotic; Fractional calculus; Secure communication; Limit (mathematics); Order (exchange); Synchronization (alternating current); Mathematics; Adaptive control; Computer science; Control (management); Applied mathematics; Topology (electrical circuits)","authors":[{"name":"Zheqi Yu","is_ca":false},{"name":"Peter Liu","is_ca":true},{"name":"Song Ling","is_ca":false},{"name":"Huanqing Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01566449309468217,"gpt":0.2703741572864571,"spread":0.254709664191775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002014862,0.0002081979,0.0002326081,0.0001969849,0.000294285,0.0003176556,0.0002907499,0.0002629321,0.0005614375],"category_scores_gemma":[0.0006745727,0.00007459555,0.0002123303,0.0001956807,0.0003785453,0.0003713709,0.0003825818,0.0002764848,0.0000470971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352031,"about_ca_system_score_gemma":0.0002413883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008546073,"about_ca_topic_score_gemma":0.0005912047,"domain_scores_codex":[0.9998914,0.00002058298,0.000007264563,0.00002377851,0.00004426099,0.00001270024],"domain_scores_gemma":[0.9998751,0.00004495915,0.00003830491,0.00001374152,0.00002043681,0.000007517407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002631401,0.00004760941,0.001719525,0.0002104945,0.00005762513,0.0004017527,0.0004217348,0.6566122,0.1198895,0.08478212,0.0008925862,0.1347017],"study_design_scores_gemma":[0.00001108018,0.00005760074,0.0002868954,0.000007480627,0.000009475645,0.0000561997,0.00001823996,0.9868824,0.005770169,0.005639091,0.001252518,0.000008884515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1101706,0.0005393298,0.8834733,0.0001552449,0.00009736238,0.00003148439,0.00001363061,0.0001733118,0.005345772],"genre_scores_gemma":[0.9868408,0.000153603,0.01232551,0.00001333016,0.00001239698,0.00001762687,0.00000730384,0.000004281696,0.0006251987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008546073,"threshold_uncertainty_score":0.001878202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167414424","doi":"10.1080/00207720701669446","title":"An alternative Kalman innovation filter approach for receiver position estimation based on GPS measurements","year":2007,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Inertial Sensor and Navigation","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":"Advanced Micro Devices (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Pseudorange; Kalman filter; Extended Kalman filter; Position (finance); Fast Kalman filter; Control theory (sociology); Alpha beta filter; Computer science; Invariant extended Kalman filter; Noise (video); GPS/INS; Global Positioning System; Assisted GPS; Telecommunications; Artificial intelligence; Moving horizon estimation; GNSS applications","authors":[{"name":"José I. Canelón","is_ca":false},{"name":"Robert S. Provence","is_ca":false},{"name":"Nisarg Mehta","is_ca":true},{"name":"L.S. Shieh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04092328143170371,"gpt":0.3079419184984817,"spread":0.267018637066778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008879467,0.0007986287,0.001024904,0.001121429,0.0003391364,0.0008088825,0.001184491,0.001253949,0.001872912],"category_scores_gemma":[0.002623115,0.0004939587,0.0009560685,0.001136293,0.0004329679,0.00178106,0.0007534145,0.001125763,0.0009135107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006959235,"about_ca_system_score_gemma":0.001153519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006806133,"about_ca_topic_score_gemma":0.00614504,"domain_scores_codex":[0.9987661,0.0002474361,0.00006884203,0.0002725564,0.0005695001,0.00007564258],"domain_scores_gemma":[0.9993485,0.0002748343,0.00006769186,0.00006389184,0.0002303075,0.00001486342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002094594,0.00009107209,0.002262482,0.0005368503,0.0003265463,0.0002651532,0.0002904323,0.3183728,0.02427829,0.06264395,0.003663549,0.5870594],"study_design_scores_gemma":[0.00003234305,0.00008432334,0.0007743681,0.00002798353,0.00007259352,0.0001347146,0.00001816285,0.9788362,0.004794102,0.006990788,0.008173788,0.00006054122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001458212,0.000145515,0.9974601,0.00003540758,0.00004612918,0.000008757633,0.00002280755,0.0002261061,0.0005969286],"genre_scores_gemma":[0.2407949,0.001301809,0.7504578,0.0001811402,0.0003387808,0.0001827534,0.0004009358,0.0001301355,0.006211662],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006806133,"threshold_uncertainty_score":0.01353306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2934276946","doi":"10.1080/00207721.2019.1587030","title":"Fractional order predictive sliding-mode control for a class of nonlinear input-delay systems: singular and non-singular approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Systems Science","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":"Control theory (sociology); Nonlinear system; Sliding mode control; State observer; Singular value; SIGNAL (programming language); Observer (physics); Mathematics; Stability (learning theory); Computer science; Control (management)","authors":[{"name":"Ladan Khoshnevisan","is_ca":false},{"name":"Xinzhi Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009728343542867685,"gpt":0.2526890390771436,"spread":0.2429606955342759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002151551,0.00047229,0.0004283687,0.0002810991,0.0003275724,0.0005707524,0.0004751235,0.000466243,0.000578235],"category_scores_gemma":[0.0004907755,0.0001571396,0.0003855015,0.0002758408,0.0004870011,0.0003879464,0.0003408244,0.0005312623,0.00005470382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403656,"about_ca_system_score_gemma":0.000570241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004910988,"about_ca_topic_score_gemma":0.002834547,"domain_scores_codex":[0.9998964,0.00001635547,0.000006240906,0.00002801906,0.00003911753,0.00001386429],"domain_scores_gemma":[0.9998862,0.00004583447,0.00002541626,0.00001002268,0.00002610628,0.000006535801],"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":[0.0000968947,0.00004706615,0.0008608256,0.0002805897,0.0000509755,0.0003735358,0.0002478374,0.8769217,0.02423175,0.03178208,0.0005788069,0.06452803],"study_design_scores_gemma":[0.000003114867,0.00002684042,0.0001153142,0.000004846738,0.000007663202,0.00001623281,0.000007863748,0.9965527,0.0009153134,0.001934168,0.0004121614,0.000003720907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03416641,0.001153443,0.9615447,0.0001552132,0.00007021123,0.00002330844,0.0000182287,0.0001325412,0.002736029],"genre_scores_gemma":[0.969774,0.000972372,0.02691999,0.00003938294,0.0000497895,0.00005297962,0.00003199469,0.00001059686,0.002148838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004910988,"threshold_uncertainty_score":0.009764791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052873617","doi":"10.1080/00207721.2013.775384","title":"Performance analysis for queueing systems with close down periods and server under maintenance","year":2013,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Queue; Queueing theory; Key (lock); Computer science; Transient (computer programming); State (computer science); Queueing system; Function (biology); Probability density function; Transient state; Real-time computing; Reliability engineering; Mathematics; Computer network; Statistics; Operating system; Algorithm; Engineering; Electrical engineering","authors":[{"name":"B. Kumar","is_ca":false},{"name":"S. Anbarasu","is_ca":false},{"name":"S. Lakshmi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01101061758005634,"gpt":0.2387788715636237,"spread":0.2277682539835673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004551914,0.001496364,0.001581216,0.001437347,0.001180053,0.002246581,0.001631226,0.001557947,0.002621414],"category_scores_gemma":[0.01850201,0.0005102431,0.0007759746,0.00114929,0.00164975,0.00215474,0.001314009,0.001720686,0.0002585126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094938,"about_ca_system_score_gemma":0.00166204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891628,"about_ca_topic_score_gemma":0.00240621,"domain_scores_codex":[0.9978343,0.0008268759,0.00007426781,0.0002682147,0.0005253371,0.0004710857],"domain_scores_gemma":[0.9881446,0.009128246,0.0008880849,0.0003734866,0.001072525,0.0003930014],"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":[0.0001687472,0.00008116217,0.001217472,0.0001415078,0.00005570316,0.00025156,0.0003582423,0.9157348,0.005669914,0.06875311,0.0008105933,0.006757255],"study_design_scores_gemma":[0.000006772101,0.00006911634,0.0004532731,0.000008267384,0.00001740476,0.00005047646,0.00004950638,0.9913415,0.000270118,0.007575365,0.0001458988,0.00001227917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3277321,0.003596331,0.657441,0.001183362,0.0002228433,0.0001496951,0.0002077174,0.0004162237,0.00905088],"genre_scores_gemma":[0.9866911,0.000728259,0.01019899,0.00006716422,0.0001383123,0.00004524337,0.00007623138,0.00004639609,0.002008302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006891628,"threshold_uncertainty_score":0.02407312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124672805","doi":"10.1080/00207720701620118","title":"Describing function analysis of second-order sliding mode observers","year":2007,"lang":"en","type":"article","venue":"International Journal of Systems Science","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 Calgary","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Observer (physics); Control theory (sociology); State observer; Nonlinear system; Sliding mode control; Mode (computer interface); Frequency domain; Describing function; Function (biology); Mathematics; Computer science; Mathematical analysis; Control (management); Physics; Artificial intelligence","authors":[{"name":"Igor Boiko","is_ca":true},{"name":"Leonid Fridman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03662431041023061,"gpt":0.2763080996734221,"spread":0.2396837892631914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006998582,0.000617091,0.0005408595,0.0005534134,0.0002238108,0.0009561777,0.0004997439,0.0006382956,0.001388956],"category_scores_gemma":[0.001594256,0.0002316725,0.0005813545,0.0002357516,0.0004636532,0.000847045,0.0003278058,0.0007647353,0.0003378311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007171838,"about_ca_system_score_gemma":0.0004945634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377263,"about_ca_topic_score_gemma":0.0004956165,"domain_scores_codex":[0.9996951,0.00005798274,0.00001196092,0.00003395936,0.0001642314,0.00003687252],"domain_scores_gemma":[0.9992676,0.0002347807,0.0001049988,0.00008039131,0.0002932571,0.00001891965],"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":[0.00009374077,0.00004070638,0.001017231,0.0001985351,0.00004866292,0.0002421307,0.0003982694,0.6171179,0.04397943,0.2909817,0.001148393,0.04473324],"study_design_scores_gemma":[0.000003062039,0.00002818209,0.0002063527,0.000006431463,0.000005346509,0.0000442796,0.00001496463,0.9841378,0.00300248,0.01171514,0.0008255535,0.0000103669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01522912,0.0001128362,0.9814095,0.00004815365,0.00002237545,0.00001612776,0.00001780528,0.0001050293,0.003039011],"genre_scores_gemma":[0.9437511,0.0005262826,0.04652398,0.00005806224,0.00003253268,0.0001188491,0.000169331,0.00008019798,0.008739705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001388956,"threshold_uncertainty_score":0.005203485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074404553","doi":"10.1080/0020772042000320786","title":"Delay-dependent robust guaranteed cost control of an uncertain linear system with state and input delay","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","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":"Control theory (sociology); Linear matrix inequality; Robust control; Bounded function; Mathematics; Norm (philosophy); State (computer science); Linear system; Cost control; Stability (learning theory); Control (management); Computer science; Mathematical optimization; Control system; Engineering; Algorithm; Law","authors":[{"name":"Jianping Gao","is_ca":true},{"name":"Biao Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01191295461679816,"gpt":0.2362595502764179,"spread":0.2243465956596197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324419,0.001138442,0.000938449,0.0003034041,0.0003770473,0.001185261,0.001130702,0.0007959119,0.001457363],"category_scores_gemma":[0.001761706,0.0003967656,0.0004456623,0.0003736314,0.0007427672,0.0005431497,0.0007510433,0.0006759981,0.0001961363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008676891,"about_ca_system_score_gemma":0.0008498103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004179726,"about_ca_topic_score_gemma":0.002253958,"domain_scores_codex":[0.9994609,0.0001130936,0.00002300795,0.0001377189,0.0001915826,0.00007373336],"domain_scores_gemma":[0.9993967,0.0002290151,0.0001699637,0.00003811303,0.000142181,0.00002402113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002435468,0.00004190129,0.0002079742,0.0002532667,0.00006268773,0.0002333505,0.00009464969,0.9554173,0.01521301,0.01371584,0.0006389948,0.01387747],"study_design_scores_gemma":[0.00002621557,0.0001089683,0.00009544961,0.00000604857,0.00001554779,0.00001332548,0.000005307236,0.9952422,0.002382909,0.001519726,0.0005773025,0.000007028102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0498751,0.0004673118,0.9450214,0.000220367,0.0001394253,0.00005001586,0.00008867676,0.000320153,0.003817634],"genre_scores_gemma":[0.9843041,0.0001896993,0.01295271,0.00004912636,0.00003671168,0.00008255356,0.00005416437,0.00002067397,0.002310327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004179726,"threshold_uncertainty_score":0.008310795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006184182","doi":"10.1080/00207720902961014","title":"An alternative simple solution algorithm of an inventory model with fixed and variable lead time crash costs under unknown demand distribution","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","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":"Simple (philosophy); Variable (mathematics); Mathematical optimization; Constraint (computer-aided design); Lead time; Crash; Computer science; Distribution (mathematics); Operations research; Mathematics; Engineering; Operations management","authors":[{"name":"Muhammad Al-Amin Hoque","is_ca":false},{"name":"S.K. Goyal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01563653816563068,"gpt":0.2536167973621276,"spread":0.2379802591964969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007524288,0.0006652492,0.0007525868,0.0004493915,0.0004961527,0.0007560858,0.001040225,0.001401205,0.003425752],"category_scores_gemma":[0.001815431,0.0004885102,0.0009709584,0.0006335322,0.0004593006,0.0009955126,0.0009537576,0.001063849,0.0003071194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006960207,"about_ca_system_score_gemma":0.001614098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005429253,"about_ca_topic_score_gemma":0.004314784,"domain_scores_codex":[0.9997301,0.00009824655,0.00001857432,0.00005474004,0.0000704212,0.00002790526],"domain_scores_gemma":[0.9995845,0.0002275418,0.00005291486,0.00003968627,0.00007562173,0.00001971558],"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":[0.00004634143,0.00004425309,0.00040458,0.0001187555,0.00002825544,0.0001615309,0.0001417351,0.9291717,0.002423842,0.02917023,0.0008412116,0.03744747],"study_design_scores_gemma":[0.00002518314,0.00003114211,0.00005443622,0.000006069021,0.00000982105,0.00003902547,0.0000132947,0.9909722,0.0003778327,0.007733936,0.000730297,0.000006805815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008928456,0.00004377592,0.9896549,0.0001064051,0.00002033036,0.00004398159,0.00003183329,0.00008722651,0.001083069],"genre_scores_gemma":[0.3213243,0.000202791,0.6743736,0.00009800685,0.00004918787,0.0003081645,0.0001127538,0.00006336155,0.003467779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005429253,"threshold_uncertainty_score":0.01146024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078389961","doi":"10.1080/00207720600813095","title":"An inventory model with Weibull demand rate, finite rate of production and shortages","year":2006,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","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":"Weibull distribution; Economic shortage; Sensitivity (control systems); Production (economics); Production rate; Mathematical optimization; Mathematics; Economics; Econometrics; Statistics; Engineering; Microeconomics; Process engineering","authors":[{"name":"Santanu Kumar Ghosh","is_ca":false},{"name":"S.K. Goyal","is_ca":true},{"name":"Kripasindhu Chaudhuri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01619982670683612,"gpt":0.2354838630553259,"spread":0.2192840363484898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002290697,0.002027998,0.002196023,0.001779212,0.0009476154,0.003359609,0.004295238,0.00437884,0.004685414],"category_scores_gemma":[0.003570411,0.001454402,0.001573237,0.003012385,0.001513102,0.003743798,0.001320289,0.002146789,0.001627657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143525,"about_ca_system_score_gemma":0.002180384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00929822,"about_ca_topic_score_gemma":0.005151034,"domain_scores_codex":[0.9983694,0.0004761227,0.0001275685,0.0003371892,0.000374673,0.000315125],"domain_scores_gemma":[0.997991,0.0008701497,0.0004556051,0.0001329622,0.0003530878,0.0001972123],"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":[0.0001791433,0.00008970661,0.0007465698,0.0001622279,0.00004934337,0.0006206819,0.0001428751,0.9387171,0.001935248,0.05220212,0.001007098,0.004147867],"study_design_scores_gemma":[0.00008394349,0.0001408336,0.0004224717,0.00002501022,0.0000555877,0.0002167835,0.00004643631,0.9792225,0.0003576269,0.01707291,0.00230068,0.00005523417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1620262,0.004943668,0.7782784,0.003199932,0.0005426818,0.000443413,0.004409223,0.001169651,0.04498698],"genre_scores_gemma":[0.8918967,0.004300551,0.0472551,0.0002914649,0.0003472434,0.0006434516,0.000992615,0.0001377416,0.05413514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00929822,"threshold_uncertainty_score":0.01848817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177594425","doi":"10.1080/00207721.2021.1950232","title":"Quantisation compensated data-driven iterative learning control for nonlinear systems","year":2021,"lang":"en","type":"article","venue":"International Journal of Systems Science","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":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Iterative learning control; Computer science; Nonlinear system; Control theory (sociology); Decoding methods; Convergence (economics); Iterative method; Compensation (psychology); Linear system; Control (management); Algorithm; Artificial intelligence; Mathematics","authors":[{"name":"Huimin Zhang","is_ca":false},{"name":"Ronghu Chi","is_ca":false},{"name":"Zhongsheng Hou","is_ca":false},{"name":"Biao Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02937335320179862,"gpt":0.3010938383665007,"spread":0.2717204851647021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009815276,0.0005137246,0.0005473572,0.0002831111,0.0003807745,0.0006841694,0.001080455,0.0005462054,0.001148909],"category_scores_gemma":[0.001893791,0.0002235608,0.0003463705,0.0004052584,0.0009707346,0.0007537697,0.001118716,0.0009494324,0.0002122311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000765792,"about_ca_system_score_gemma":0.001158855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004311436,"about_ca_topic_score_gemma":0.003048385,"domain_scores_codex":[0.9995387,0.0000869897,0.00003273717,0.00009854884,0.0001969058,0.00004608735],"domain_scores_gemma":[0.9992525,0.0003322459,0.0001086366,0.00007209559,0.0002127378,0.00002169441],"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":[0.0001034782,0.00004570143,0.0004233192,0.0002642259,0.00003652142,0.00007225016,0.0002710261,0.8342873,0.0133679,0.03847305,0.0008934269,0.1117618],"study_design_scores_gemma":[0.000007104205,0.00003643941,0.00004518786,0.000007213714,0.000003448348,0.000009700653,0.000003537001,0.9955473,0.001710905,0.002010612,0.0006122576,0.000006281098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006952973,0.0002367179,0.9908355,0.00006785452,0.00003389167,0.00002505969,0.00001178004,0.0001599942,0.001676224],"genre_scores_gemma":[0.8870865,0.000309621,0.1088157,0.0001176921,0.00004631277,0.0001647905,0.00008227603,0.00004501961,0.003332184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004311436,"threshold_uncertainty_score":0.008572698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048312065","doi":"10.1080/00207720903474314","title":"Evolutionary design of Sugeno-type fuzzy systems for modelling humanoid robots","year":2010,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","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 British Columbia","funders":"","keywords":"Fuzzy logic; Fuzzy control system; Humanoid robot; Antecedent (behavioral psychology); Defuzzification; Mathematics; Fuzzy set operations; Robot; Neuro-fuzzy; Fuzzy set; Computer science; Type (biology); Fuzzy classification; Artificial intelligence; Fuzzy number; Control theory (sociology); Control (management)","authors":[{"name":"Dong-Won Kim","is_ca":false},{"name":"Clarence W. de Silva","is_ca":true},{"name":"Gwi-Tae Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04067133089760461,"gpt":0.2729931073576201,"spread":0.2323217764600155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007214194,0.0005396925,0.0005972221,0.0003522613,0.0004894476,0.0005893419,0.0005442397,0.0007724274,0.001038195],"category_scores_gemma":[0.001467062,0.0003683286,0.0006815068,0.0002876686,0.0005200709,0.0004664631,0.0004536456,0.0006025238,0.0002002213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793328,"about_ca_system_score_gemma":0.0006319134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612078,"about_ca_topic_score_gemma":0.002104063,"domain_scores_codex":[0.9997439,0.0001006874,0.000018497,0.00003576143,0.0000810998,0.00002013201],"domain_scores_gemma":[0.9997422,0.0001037291,0.00004570583,0.00002079091,0.00007348318,0.00001395287],"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":[0.000043478,0.00002371906,0.00041304,0.0001187895,0.00003896956,0.0001922207,0.0001859496,0.9473315,0.009058921,0.01122526,0.0001653595,0.03120275],"study_design_scores_gemma":[0.00001115702,0.00006324478,0.0001577527,0.00002633618,0.00001561954,0.00005409159,0.00002887494,0.9928343,0.001971486,0.003351488,0.001476396,0.00000921537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02620323,0.0003975604,0.9702537,0.00009034602,0.00003610577,0.00007694913,0.00001407859,0.00007963441,0.00284838],"genre_scores_gemma":[0.6826613,0.000649458,0.3131461,0.00004535628,0.00002251551,0.0003257526,0.00004614511,0.00001927202,0.00308408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001612078,"threshold_uncertainty_score":0.003815293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237594994","doi":"10.1080/00207720118849","title":"Decentralized robust controller design for uncertain large-scale systems with control delays","year":2001,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Parametric statistics; Robust control; Linear matrix inequality; Bounded function; Mathematics; Controller (irrigation); Norm (philosophy); Decentralised system; Lyapunov function; State (computer science); Lyapunov stability; Computer science; Control (management); Mathematical optimization; Control system; Engineering; Nonlinear system; Algorithm","authors":[{"name":"Chuwang Cheng","is_ca":true},{"name":"Qiong Wu","is_ca":true},{"name":"A.B. Thornton-Trump","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02320579008791621,"gpt":0.2496611742417574,"spread":0.2264553841538412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702477,0.0008437741,0.000790715,0.0002222697,0.0004204187,0.00074041,0.00102786,0.0008335614,0.001232214],"category_scores_gemma":[0.001479941,0.0003381227,0.000392778,0.0002516245,0.0005865054,0.0006232656,0.0007119685,0.0007840075,0.0003556026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198838,"about_ca_system_score_gemma":0.0006829668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009659836,"about_ca_topic_score_gemma":0.001292904,"domain_scores_codex":[0.999524,0.00008358976,0.00002289141,0.0001294684,0.0001986636,0.00004146205],"domain_scores_gemma":[0.9993838,0.0002167886,0.0001763601,0.00005896875,0.0001392504,0.00002484358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001170759,0.00005275633,0.0001740475,0.0002473851,0.00006337798,0.0001660962,0.0001005803,0.8908778,0.03080844,0.01913176,0.001315276,0.05694535],"study_design_scores_gemma":[0.00005135528,0.0001178067,0.0001131453,0.000006667772,0.00001403551,0.00003512394,0.00000897661,0.9900794,0.003338721,0.004519079,0.001707198,0.000008611048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008092679,0.0002393406,0.9897418,0.00009703317,0.00004718154,0.00002840589,0.00001967194,0.0002540429,0.001479836],"genre_scores_gemma":[0.8935328,0.0005136945,0.1026178,0.000110681,0.0001809839,0.0002901137,0.0001333975,0.00007225855,0.002548334],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001232214,"threshold_uncertainty_score":0.004122138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138851387","doi":"10.1080/00207720150210814","title":"Decentralized robust controller design for uncertain large-scale systems with control delays","year":2001,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Parametric statistics; Robust control; Linear matrix inequality; Bounded function; Mathematics; Norm (philosophy); Decentralised system; Lyapunov function; Controller (irrigation); State (computer science); Computer science; Control (management); Mathematical optimization; Control system; Engineering; Nonlinear system; Algorithm","authors":[{"name":"Chuwang Cheng","is_ca":true},{"name":"Qiong Wu","is_ca":true},{"name":"A.B. Thornton-Trump","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02320579008791621,"gpt":0.2496611742417574,"spread":0.2264553841538412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702477,0.0008437741,0.000790715,0.0002222697,0.0004204187,0.00074041,0.00102786,0.0008335614,0.001232214],"category_scores_gemma":[0.001479941,0.0003381227,0.000392778,0.0002516245,0.0005865054,0.0006232656,0.0007119685,0.0007840075,0.0003556026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198838,"about_ca_system_score_gemma":0.0006829668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009659836,"about_ca_topic_score_gemma":0.001292904,"domain_scores_codex":[0.999524,0.00008358976,0.00002289141,0.0001294684,0.0001986636,0.00004146205],"domain_scores_gemma":[0.9993838,0.0002167886,0.0001763601,0.00005896875,0.0001392504,0.00002484358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001170759,0.00005275633,0.0001740475,0.0002473851,0.00006337798,0.0001660962,0.0001005803,0.8908778,0.03080844,0.01913176,0.001315276,0.05694535],"study_design_scores_gemma":[0.00005135528,0.0001178067,0.0001131453,0.000006667772,0.00001403551,0.00003512394,0.00000897661,0.9900794,0.003338721,0.004519079,0.001707198,0.000008611048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008092679,0.0002393406,0.9897418,0.00009703317,0.00004718154,0.00002840589,0.00001967194,0.0002540429,0.001479836],"genre_scores_gemma":[0.8935328,0.0005136945,0.1026178,0.000110681,0.0001809839,0.0002901137,0.0001333975,0.00007225855,0.002548334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001232214,"threshold_uncertainty_score":0.004122138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412134260","doi":"10.1080/00207721.2025.2529476","title":"Performance enhancement of PI and PIDn controllers through deep reinforcement learning for frequency regulation in renewable-integrated power systems","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Frequency Control in Power 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":"University of New Brunswick","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Reinforcement learning; Control theory (sociology); Reinforcement; Renewable energy; PID controller; Power (physics); Automatic frequency control; Electric power system; Engineering; Control engineering; Computer science; Control (management); Artificial intelligence; Electrical engineering; Physics; Temperature control","authors":[{"name":"Erdinç Şahin","is_ca":true},{"name":"Mustafa Şinasi Ayas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008172966411581842,"gpt":0.2434233409951856,"spread":0.2352503745836038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008214442,0.0005143888,0.0004096551,0.0001913652,0.0001842847,0.0004715806,0.0004800262,0.0003944679,0.0008044288],"category_scores_gemma":[0.001442597,0.0001771342,0.0002035842,0.0001235952,0.0003338439,0.0003389095,0.0004464311,0.0006380262,0.000137183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004000678,"about_ca_system_score_gemma":0.0005155922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003675054,"about_ca_topic_score_gemma":0.002832615,"domain_scores_codex":[0.9998049,0.00004361804,0.00001106943,0.00003830836,0.00006497037,0.00003710712],"domain_scores_gemma":[0.9996169,0.0001659291,0.00005451807,0.00003779393,0.0001021902,0.00002252898],"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":[0.0001269019,0.0001021309,0.0007798282,0.00006307783,0.00003630389,0.00005353499,0.00004234918,0.922368,0.006805958,0.001696548,0.0004579074,0.06746744],"study_design_scores_gemma":[0.000005864282,0.00003288226,0.00009590503,0.000001895635,0.000003023462,0.000005233773,0.000001331781,0.998769,0.0008025337,0.0001938865,0.00008674673,0.00000173351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1795055,0.0008365107,0.8106028,0.0002725994,0.0001267295,0.00005921447,0.00003113558,0.001272567,0.007292996],"genre_scores_gemma":[0.9849716,0.00005650759,0.01431551,0.00003020477,0.000008848018,0.00001667771,0.0000131404,0.00001084084,0.0005767487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003675054,"threshold_uncertainty_score":0.007307291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1848549407","doi":"10.1080/00207721.2015.1074762","title":"MSEBAG: a dynamic classifier ensemble generation based on ‘minimum-sufficient ensemble' and bagging","year":2015,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Machine Learning and Data Classification","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":"University of Waterloo","funders":"","keywords":"Ensemble learning; Classifier (UML); Inference; Artificial intelligence; Computer science; Machine learning; Random forest; Random subspace method; Fitness function; Variance (accounting); Selection (genetic algorithm); Algorithm; Mathematics; Genetic algorithm","authors":[{"name":"Lei Chen","is_ca":true},{"name":"Mohamed S. Kamel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04198504589079381,"gpt":0.3070031755122782,"spread":0.2650181296214844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202297,0.001018754,0.001905006,0.001437664,0.0008450505,0.001124585,0.002540456,0.001355937,0.002073932],"category_scores_gemma":[0.004444825,0.000540692,0.0009636446,0.001377043,0.0004813842,0.002188001,0.001837433,0.001517301,0.001000503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005871774,"about_ca_system_score_gemma":0.001155732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062352,"about_ca_topic_score_gemma":0.004291357,"domain_scores_codex":[0.9987337,0.0002962106,0.00006759818,0.0003146926,0.0004648085,0.0001229982],"domain_scores_gemma":[0.9982634,0.0006138554,0.0001250816,0.0003553924,0.0005243965,0.0001178258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002770344,0.0003106464,0.004368116,0.0001557111,0.0002675559,0.0001711816,0.0002365234,0.2594662,0.01198823,0.007891737,0.008854707,0.7060124],"study_design_scores_gemma":[0.00002418647,0.0001167471,0.0006699064,0.00001633647,0.00004648864,0.0001097313,0.00002573497,0.9855031,0.00346787,0.005739294,0.004256023,0.00002449936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02155546,0.0007065668,0.9734331,0.0001663729,0.0001285031,0.0001314206,0.0001380891,0.002291718,0.001448675],"genre_scores_gemma":[0.3879265,0.0004346605,0.605939,0.0005233887,0.0001759572,0.0004133269,0.00123479,0.0003505583,0.003001818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003062352,"threshold_uncertainty_score":0.01069862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321446862","doi":"10.1080/00207721.2023.2178863","title":"Design of switched high-gain observer for nonlinear systems","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Chaos control and synchronization","field":"Physics and Astronomy","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 Calgary","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Shenzhen Fundamental Research Program","keywords":"Control theory (sociology); Convergence (economics); Nonlinear system; Observer (physics); Lyapunov function; State observer; Mathematics; Chaotic; Singularity; LTI system theory; Computer science; Linear system; Control (management); Mathematical analysis","authors":[{"name":"Sunil Kumar","is_ca":false},{"name":"Anil Kumar Pal","is_ca":true},{"name":"Shyam Kamal","is_ca":false},{"name":"Xiaogang Xiong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03152649841483792,"gpt":0.2857442414541908,"spread":0.2542177430393529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004997691,0.0005359179,0.0005883746,0.0002756092,0.0003255122,0.0006836447,0.0008714242,0.000755253,0.001281207],"category_scores_gemma":[0.0006860743,0.0002717302,0.0004060223,0.0001810345,0.0005180382,0.0005594206,0.0005887002,0.0007204994,0.0003162478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005867139,"about_ca_system_score_gemma":0.0007532358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452642,"about_ca_topic_score_gemma":0.002066295,"domain_scores_codex":[0.9996959,0.00005194303,0.00002079839,0.00008306799,0.0001155325,0.0000328251],"domain_scores_gemma":[0.9997675,0.00004901035,0.00003889778,0.00002078806,0.0001093737,0.00001443732],"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":[0.0004133497,0.0001408291,0.002327502,0.0009312629,0.0001728732,0.0006339253,0.0006908923,0.5801638,0.1646627,0.06701756,0.002663791,0.1801815],"study_design_scores_gemma":[0.0000394496,0.0001334694,0.0003038318,0.00001794338,0.00001716647,0.00005000984,0.00002003067,0.9878324,0.006634789,0.002285912,0.002648691,0.00001618999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009745965,0.0001817106,0.9866225,0.00007925737,0.00007513569,0.00005096032,0.00001477029,0.0002592125,0.002970471],"genre_scores_gemma":[0.9069164,0.0003321072,0.08773211,0.000101984,0.00004730124,0.0003083784,0.00006966737,0.0000256723,0.004466197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002452642,"threshold_uncertainty_score":0.004876792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403135320","doi":"10.1080/00207721.2024.2408526","title":"MIMO system identification and uncertainty calibration with a limited amount of data using transfer learning","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Control Systems and Identification","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Identification (biology); MIMO; Calibration; Computer science; Transfer of learning; Transfer (computing); Control theory (sociology); Data mining; Machine learning; Control engineering; Artificial intelligence; Mathematics; Engineering; Statistics; Control (management); Telecommunications; Channel (broadcasting)","authors":[{"name":"Mostafa Rahmani Dehaghani","is_ca":true},{"name":"Pouyan Sajadi","is_ca":true},{"name":"Yifan Tang","is_ca":true},{"name":"Javid Akhavan","is_ca":false},{"name":"G. Gary Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620910433247443,"gpt":0.2652536378309648,"spread":0.2390445334984904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443918,0.001074714,0.001077007,0.0005417554,0.0004705967,0.0009566484,0.001088131,0.001210861,0.001861216],"category_scores_gemma":[0.006374721,0.0004519982,0.0008153139,0.000560664,0.001021626,0.001650269,0.001775304,0.001870277,0.0005612816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016493,"about_ca_system_score_gemma":0.001100305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317886,"about_ca_topic_score_gemma":0.002085789,"domain_scores_codex":[0.9991085,0.000258993,0.00006270018,0.0002421032,0.0002486153,0.00007914549],"domain_scores_gemma":[0.9977955,0.001358598,0.0002595026,0.0002593347,0.0002876761,0.00003936814],"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":[0.00008656435,0.00005706759,0.0007317654,0.0001438571,0.00006290031,0.0001149996,0.00008994652,0.9163157,0.00402396,0.006671913,0.0003493061,0.07135201],"study_design_scores_gemma":[0.000005377388,0.00004082925,0.0002506374,0.00001078309,0.000005810962,0.00002600262,0.00001502127,0.9933814,0.001861629,0.004003227,0.000388079,0.00001125869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008590313,0.000130981,0.9898779,0.00008830794,0.00002029514,0.00003166375,0.00003576617,0.0003026586,0.0009221485],"genre_scores_gemma":[0.8661809,0.0003587122,0.1300762,0.0001626009,0.00008950819,0.000279111,0.000265886,0.00006630897,0.002520669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00317886,"threshold_uncertainty_score":0.007636309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293084081","doi":"10.1080/00207721.2022.2083258","title":"An optimal control problem for the maintenance of a machine","year":2022,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematical optimization; Dynamic programming; Random variable; Bellman equation; Variable (mathematics); Computer science; Process (computing); Function (biology); Control (management); Optimal control; Control variable; Mathematics; Artificial intelligence; Machine learning; Statistics","authors":[{"name":"Mario Lefebvre","is_ca":true},{"name":"Peiman Pazhoheshfar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00600066833445333,"gpt":0.2333445163052563,"spread":0.227343847970803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842782,0.001336876,0.00153083,0.0007400577,0.0005639981,0.001919355,0.001240271,0.002370032,0.003715579],"category_scores_gemma":[0.003410423,0.0005628325,0.0008979415,0.0006878236,0.001782367,0.001272638,0.0008710485,0.00172444,0.0002664161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945347,"about_ca_system_score_gemma":0.002286507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009588618,"about_ca_topic_score_gemma":0.004865489,"domain_scores_codex":[0.9988304,0.000432585,0.00004574373,0.0003291884,0.0002058693,0.0001563097],"domain_scores_gemma":[0.998486,0.001045155,0.0001718539,0.00004731479,0.0001884506,0.00006128995],"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":[0.00006677102,0.00004803859,0.0002448147,0.0001475593,0.00003413503,0.00008580343,0.00006120549,0.9448366,0.001088944,0.04568839,0.000693963,0.007003796],"study_design_scores_gemma":[0.00002295635,0.00004828509,0.0001062464,0.000006713948,0.00001009783,0.00001536617,0.000009599353,0.9910256,0.0001519635,0.008097715,0.0004981025,0.000007403389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03061229,0.001023256,0.95856,0.001115374,0.0001576698,0.0001186516,0.0002140282,0.000146296,0.008052501],"genre_scores_gemma":[0.9209811,0.0008443642,0.06691235,0.0001473091,0.0001355668,0.0003260402,0.000245605,0.00004772221,0.01035995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009588618,"threshold_uncertainty_score":0.01906562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402986541","doi":"10.1080/00207721.2024.2408551","title":"Landslide spatial prediction based on cascade forest and stacking ensemble learning algorithm","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Landslides and related hazards","field":"Environmental 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":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Cascade; Landslide; Ensemble learning; Random forest; Algorithm; Computer science; Artificial intelligence; Stacking; Machine learning; Pattern recognition (psychology); Geology; Engineering; Geomorphology","authors":[{"name":"Sijing Chen","is_ca":false},{"name":"Yutong Pan","is_ca":false},{"name":"Chengda Lu","is_ca":false},{"name":"Yawu Wang","is_ca":false},{"name":"Min Wu","is_ca":false},{"name":"Witold Pedrycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006549653312501752,"gpt":0.237861202095653,"spread":0.2313115487831513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050448,0.0009690754,0.001078836,0.001332226,0.0005956843,0.0006181558,0.001027242,0.0007037232,0.0009751535],"category_scores_gemma":[0.001690496,0.0003806631,0.001061721,0.001038456,0.0002857088,0.001271603,0.000622885,0.0007631992,0.0002214521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226384,"about_ca_system_score_gemma":0.0009697746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177831,"about_ca_topic_score_gemma":0.01669401,"domain_scores_codex":[0.9995728,0.00006886597,0.00002917512,0.0001213477,0.0001180031,0.00008981558],"domain_scores_gemma":[0.9993615,0.0002115355,0.00006304558,0.00006425833,0.0002544056,0.00004542064],"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":[0.0001133721,0.0001082555,0.0121167,0.00003366712,0.0001099497,0.0001150343,0.00006528664,0.8029308,0.002467589,0.001097442,0.001653623,0.1791882],"study_design_scores_gemma":[0.000002042602,0.00001539282,0.0006814525,0.000002051833,0.000009658262,0.0000086219,0.000004706944,0.9986126,0.0002569693,0.0003323627,0.00007047631,0.000003519611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2069726,0.0006608603,0.788581,0.0002244775,0.0001078585,0.00007063059,0.0002443726,0.0009939814,0.002144054],"genre_scores_gemma":[0.9363396,0.0002640521,0.06140427,0.00005060642,0.00004683865,0.00006337438,0.0003772778,0.00002498533,0.001428958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02177831,"threshold_uncertainty_score":0.04330313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383534566","doi":"10.1080/00207721.2023.2228809","title":"Adaptive fixed-time output feedback formation control for nonstrict-feedback nonlinear multi-agent systems","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":4,"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); Controller (irrigation); Bounded function; Nonlinear system; Observer (physics); Computer science; Control (management); State observer; Mathematics; Artificial intelligence","authors":[{"name":"Ke Xu","is_ca":false},{"name":"Huanqing Wang","is_ca":false},{"name":"Peter Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03136262537103438,"gpt":0.2675360142360966,"spread":0.2361733888650622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006866699,0.0007003577,0.0005194267,0.0002312708,0.000457417,0.0007092451,0.0008457997,0.0006289953,0.0007902578],"category_scores_gemma":[0.001054656,0.0002310645,0.0004304721,0.0002246818,0.0008461605,0.0005908844,0.0008841088,0.0006547144,0.0001077493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267705,"about_ca_system_score_gemma":0.000556872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297931,"about_ca_topic_score_gemma":0.002679609,"domain_scores_codex":[0.9997017,0.00006437468,0.00001484211,0.0000936848,0.00008660801,0.00003873782],"domain_scores_gemma":[0.9995265,0.0001394167,0.0001457757,0.00003297496,0.0001327084,0.00002266978],"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":[0.0001175562,0.00004451742,0.0007916121,0.0001729616,0.0000637671,0.0002839479,0.0002811613,0.9352649,0.01332011,0.0120207,0.0004979777,0.03714072],"study_design_scores_gemma":[0.00001060494,0.00008864023,0.0001578303,0.000003997324,0.00000643076,0.00002174809,0.00001662516,0.997404,0.0007531209,0.001166669,0.0003653388,0.00000491516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03993334,0.0003093675,0.9573438,0.0001199033,0.00007061998,0.00003483416,0.00001201976,0.0001005671,0.002075598],"genre_scores_gemma":[0.9781405,0.0001661237,0.01950791,0.00004136441,0.00002929949,0.00008232181,0.00002341803,0.00001032454,0.00199881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004297931,"threshold_uncertainty_score":0.008545876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048308001","doi":"10.1080/00207720902759657","title":"Analysis of periodic motions in relay feedback systems with saturation in plant dynamics","year":2009,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Extremum Seeking Control Systems","field":"Engineering","cited_by":3,"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":"Relay; Control theory (sociology); Locus (genetics); Saturation (graph theory); Computer science; Mathematics; Physics; Artificial intelligence","authors":[{"name":"Н. В. Фалдин","is_ca":false},{"name":"А. В. Моржов","is_ca":false},{"name":"Igor Boiko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006249356805834493,"gpt":0.2202307617018265,"spread":0.213981404895992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003028686,0.0003180887,0.0002899609,0.0003992985,0.0002876968,0.0002781466,0.0001967628,0.0002417716,0.00157487],"category_scores_gemma":[0.0009268249,0.0001221697,0.0002394635,0.0001453317,0.0005522207,0.0003475243,0.0002767006,0.0002290601,0.0001101281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897588,"about_ca_system_score_gemma":0.0001517308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004373936,"about_ca_topic_score_gemma":0.0003423277,"domain_scores_codex":[0.9999089,0.00002538917,0.000004321709,0.0000137347,0.0000394743,0.000008159698],"domain_scores_gemma":[0.999754,0.0001384222,0.00005134898,0.00001746105,0.00002800906,0.00001069292],"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":[0.0003317581,0.00004603329,0.005097819,0.0004123508,0.00008024383,0.001951004,0.001376887,0.6500217,0.1146076,0.1369916,0.0008254826,0.08825764],"study_design_scores_gemma":[0.000006739967,0.000124042,0.001387407,0.00001987739,0.00001033123,0.0002644819,0.0001311926,0.9742672,0.006479708,0.01654943,0.0007478785,0.00001167626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2163668,0.0002533129,0.7786987,0.00007251059,0.00001248578,0.00003418214,0.00002452004,0.0001481003,0.004389419],"genre_scores_gemma":[0.9764281,0.0001335178,0.02215784,0.000007492385,0.000006248074,0.00002815351,0.00001723862,0.00001596177,0.001205465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00157487,"threshold_uncertainty_score":0.005268455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083800735","doi":"10.1080/0020772042000320777","title":"Fixed-order controller design for linear time-invariant descriptor systems: A BMI approach","year":2005,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":3,"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); Mathematics; Controller (irrigation); LTI system theory; Linear system; Mathematical optimization; Control (management); Computer science; Mathematical analysis","authors":[{"name":"Xin Huang","is_ca":true},{"name":"Biao Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02447354937065175,"gpt":0.2482876423803317,"spread":0.2238140930096799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006493541,0.0007443874,0.0007622866,0.0007033498,0.0003194078,0.0008555985,0.001416073,0.0007372533,0.003887998],"category_scores_gemma":[0.001166361,0.0003423429,0.0005141944,0.0006604821,0.0005926783,0.0008635972,0.000904567,0.001075342,0.0007670245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134877,"about_ca_system_score_gemma":0.000742441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640474,"about_ca_topic_score_gemma":0.00133157,"domain_scores_codex":[0.9996918,0.00005846786,0.00001834286,0.00005465157,0.0001464845,0.00003025446],"domain_scores_gemma":[0.999619,0.0001198225,0.00004591154,0.000034796,0.0001631333,0.00001733241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002200184,0.0001254451,0.0004026066,0.0006952176,0.00008635435,0.0002057415,0.0002111087,0.5939244,0.04276382,0.1130419,0.001628236,0.2466952],"study_design_scores_gemma":[0.00003715761,0.0001455245,0.0001201232,0.000028959,0.00001728037,0.00006450263,0.00002134912,0.9780312,0.005420037,0.0121494,0.003945927,0.00001852446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001291165,0.00009811626,0.997152,0.00003460588,0.00002145951,0.00001803063,0.000006656614,0.00008394882,0.001294123],"genre_scores_gemma":[0.462005,0.001387812,0.5272887,0.0002006965,0.0001055823,0.000521014,0.0001823285,0.0001348283,0.008173927],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003887998,"threshold_uncertainty_score":0.01300669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404414057","doi":"10.1080/00207721.2024.2427848","title":"Distributed adaptive finite-time fault-tolerant cooperative control of heterogeneous multi-agent systems with saturation and disturbances","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Aeronautical Science Foundation of China; National Natural Science Foundation of China","keywords":"Saturation (graph theory); Control theory (sociology); Fault tolerance; Multi-agent system; Distributed computing; Computer science; Control (management); Mathematics; Artificial intelligence","authors":[{"name":"Shangkun Liu","is_ca":false},{"name":"Bin Jiang","is_ca":false},{"name":"Zehui Mao","is_ca":false},{"name":"Youmin Zhang","is_ca":true},{"name":"Jie Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01343969479885045,"gpt":0.2492397512879228,"spread":0.2358000564890723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005359846,0.0006498518,0.0006413556,0.0002094934,0.0004514808,0.0007141001,0.001028375,0.0006990633,0.0004466578],"category_scores_gemma":[0.00130693,0.0001874502,0.0003668023,0.0002934744,0.0006760503,0.0006067592,0.0008672622,0.0005963648,0.00006894817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005297927,"about_ca_system_score_gemma":0.0004887357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005491957,"about_ca_topic_score_gemma":0.002866626,"domain_scores_codex":[0.9996506,0.00006593751,0.00002192881,0.0001094312,0.00009385895,0.00005817123],"domain_scores_gemma":[0.9992489,0.0002992146,0.0001807774,0.0000598071,0.0001677044,0.00004343393],"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":[0.0001076681,0.00003317116,0.0006452532,0.00009447126,0.00005021955,0.000281967,0.0001738484,0.9653026,0.007119806,0.005077786,0.0002572373,0.02085593],"study_design_scores_gemma":[0.0000079452,0.00005284748,0.0001355632,0.000002840301,0.000006230659,0.00001689658,0.00001741469,0.9980281,0.0005553626,0.0009926619,0.000181058,0.000002989976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08375348,0.0003787896,0.9131052,0.0001556405,0.00006851969,0.00003024501,0.00001957728,0.0001643511,0.002324218],"genre_scores_gemma":[0.9939064,0.0000783629,0.005246784,0.00002177838,0.00001296443,0.00003290841,0.00001533969,0.000003701363,0.0006817257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005491957,"threshold_uncertainty_score":0.01091993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391134012","doi":"10.1080/00207721.2024.2304670","title":"Decentralised adaptive neural finite-time prescribed performance control for nonlinear large-scale systems based on command filtering","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":3,"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 Zhejiang Province; National Natural Science Foundation of China","keywords":"Nonlinear system; Control theory (sociology); Scale (ratio); Computer science; Control (management); Adaptive control; Artificial neural network; Control engineering; Artificial intelligence; Engineering","authors":[{"name":"Shijia Kang","is_ca":false},{"name":"Peter Liu","is_ca":true},{"name":"Huanqing Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01508017901012715,"gpt":0.249037606399555,"spread":0.2339574273894279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007140072,0.0006159234,0.0006068363,0.0002114611,0.0003500216,0.000631192,0.0008218689,0.0005864173,0.0009886967],"category_scores_gemma":[0.001167739,0.0001906042,0.0003945849,0.000297712,0.0008127061,0.0007240964,0.0006901182,0.0008013377,0.0001353627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212948,"about_ca_system_score_gemma":0.0006986008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0030296,"about_ca_topic_score_gemma":0.003021133,"domain_scores_codex":[0.9996339,0.00007451096,0.00002268982,0.00009300397,0.0001455799,0.00003027037],"domain_scores_gemma":[0.9995207,0.0001680411,0.00008471534,0.00006006427,0.0001461645,0.00002038221],"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":[0.0001370046,0.00005959066,0.0005189999,0.0002891045,0.00005326396,0.0001244682,0.000228663,0.8903846,0.02113181,0.03336319,0.0008773548,0.05283195],"study_design_scores_gemma":[0.000007104283,0.0000630935,0.0001069653,0.000004469323,0.000005152054,0.00001129442,0.00000596255,0.9964529,0.001282712,0.001659124,0.0003968226,0.000004379995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01300695,0.0002061786,0.9844291,0.00007740353,0.00005037296,0.00002225753,0.000007470504,0.0001428237,0.002057449],"genre_scores_gemma":[0.959709,0.0002426037,0.03677704,0.00005240137,0.00004837856,0.00009358032,0.00003406702,0.00001880136,0.003024047],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0030296,"threshold_uncertainty_score":0.006023943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413469959","doi":"10.1080/00207721.2025.2529479","title":"Prescribed-time tracking control for nonlinear systems with linear time-varying state feedback","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Control theory (sociology); Controller (irrigation); Nonlinear system; Bounded function; Lyapunov function; Parametric statistics; Mathematics; Differentiable function; Nonlinear control; Computer science; Control (management)","authors":[{"name":"Wenli Zhang","is_ca":false},{"name":"Na Wang","is_ca":false},{"name":"Yuanwei Jing","is_ca":false},{"name":"Xiaoping Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01059648496837681,"gpt":0.2530138321836672,"spread":0.2424173472152904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005380146,0.0007374223,0.0004594071,0.0002354719,0.0004447066,0.0006634811,0.0007075561,0.0006370701,0.0008014941],"category_scores_gemma":[0.001075359,0.0001765085,0.0004573536,0.0003338693,0.0006035,0.0007000687,0.0005735584,0.0006530607,0.0001291383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004895369,"about_ca_system_score_gemma":0.0006915389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155405,"about_ca_topic_score_gemma":0.002055335,"domain_scores_codex":[0.9996798,0.00005797295,0.00002259283,0.00008620357,0.0001114869,0.00004188154],"domain_scores_gemma":[0.9995716,0.0001427307,0.0001170268,0.00004194495,0.000110602,0.00001614427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002709976,0.00006838458,0.001252359,0.0006630466,0.00007362836,0.0004278945,0.000579269,0.7881669,0.06806503,0.03449933,0.0008258779,0.1051073],"study_design_scores_gemma":[0.00001227687,0.0001738103,0.0002939099,0.00001463905,0.0000139047,0.00005181592,0.00002664903,0.990674,0.004864315,0.002679422,0.001183618,0.00001166735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02425743,0.0003594318,0.9729138,0.00006043395,0.00005765433,0.00002648521,0.00001180321,0.000134633,0.00217834],"genre_scores_gemma":[0.9741287,0.00035762,0.02306695,0.00004346828,0.0000310131,0.00008041901,0.000042354,0.00001571991,0.002233762],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003155405,"threshold_uncertainty_score":0.006274104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401917067","doi":"10.1080/00207721.2024.2394568","title":"Velocity observer design for a class of uncertain nonlinear mechanical systems: a self-adaptive fuzzy logic-based approach","year":2024,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":2,"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":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Nonlinear system; Control theory (sociology); Fuzzy logic; Class (philosophy); Observer (physics); Mathematics; Mechanical system; Computer science; Control engineering; Engineering; Artificial intelligence; Physics; Control (management)","authors":[{"name":"Bayram Melih Yilmaz","is_ca":true},{"name":"Enver Tatlıcıoğlu","is_ca":false},{"name":"Erman Selim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0620898213103433,"gpt":0.2893922409843703,"spread":0.227302419674027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006492749,0.0004412881,0.0005174739,0.0003615656,0.0002333233,0.0005930433,0.0006935665,0.0006564007,0.0005297319],"category_scores_gemma":[0.0009075899,0.0002504354,0.0004663766,0.0002097171,0.0004625251,0.0005084649,0.0004106483,0.0005839306,0.0001461466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380621,"about_ca_system_score_gemma":0.0006495186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530679,"about_ca_topic_score_gemma":0.002370738,"domain_scores_codex":[0.9997541,0.00004084581,0.00001856707,0.00006683925,0.00009633244,0.00002335246],"domain_scores_gemma":[0.9997143,0.00009011833,0.00006108869,0.00002262846,0.0001013312,0.00001043819],"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":[0.0001223411,0.00005777225,0.001064263,0.0003917824,0.00008434175,0.0002370115,0.0002703228,0.77793,0.0674397,0.02477172,0.00066429,0.1269664],"study_design_scores_gemma":[0.00000727443,0.00005312236,0.0001225244,0.000009151682,0.000008215408,0.00002157179,0.000009385369,0.9948238,0.002837241,0.001313426,0.0007881442,0.000006119104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004916616,0.0001389466,0.99423,0.00003147678,0.00001836933,0.0000169765,0.000005231981,0.00007780369,0.000564536],"genre_scores_gemma":[0.8370712,0.0004823815,0.1601457,0.00007551943,0.00005543656,0.0001436514,0.00005880119,0.00002379331,0.001943415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002530679,"threshold_uncertainty_score":0.005031943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066697165","doi":"10.1080/00207720050165816","title":"Linearization of a dynamic programming equation","year":2000,"lang":"en","type":"article","venue":"International Journal of Systems Science","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":1,"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":"Linearization; Dynamic programming; Stochastic differential equation; Mathematics; Differential equation; Applied mathematics; Control theory (sociology); Differential (mechanical device); Calculus (dental); Mathematical economics; Algebra over a field; Mathematical analysis; Computer science; Mathematical optimization; Nonlinear system; Pure mathematics; Control (management); Physics; Artificial intelligence; Medicine","authors":[{"name":"Mario Lefebvre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02475899676326435,"gpt":0.2609032223076608,"spread":0.2361442255443965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003170681,0.0004231962,0.0005028093,0.0003045706,0.000269656,0.001228859,0.0004600392,0.0006290072,0.008165102],"category_scores_gemma":[0.0006580577,0.0002985618,0.0004797049,0.0002970585,0.0006041488,0.0007219201,0.001144643,0.001003198,0.001083601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006318381,"about_ca_system_score_gemma":0.0008768531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317587,"about_ca_topic_score_gemma":0.001909715,"domain_scores_codex":[0.9998292,0.00004906716,0.000006476133,0.00004458788,0.00004708924,0.00002366116],"domain_scores_gemma":[0.9998465,0.00006267316,0.00003050621,0.000008649496,0.00003298552,0.00001869598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007472279,0.00008062366,0.0007018764,0.0001807577,0.00005868629,0.0003683239,0.00040474,0.4961811,0.01228801,0.4642302,0.004790928,0.02064009],"study_design_scores_gemma":[0.00002839032,0.0001076675,0.0003202094,0.00003494817,0.00001888878,0.0001029839,0.0001072443,0.8888479,0.001561856,0.1002273,0.008615596,0.00002706351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05937777,0.0004889488,0.8546907,0.001878579,0.0001446692,0.00009495016,0.0003993703,0.0003721415,0.08255289],"genre_scores_gemma":[0.8643135,0.0007188894,0.05310903,0.0004788815,0.000129798,0.0002959236,0.0004394501,0.0001232638,0.08039122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008165102,"threshold_uncertainty_score":0.02731496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}