{"meta":{"query_hash":"e31c59614358","filters":{"venue":"Journal of Control Automation and Electrical Systems"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e31c59614358","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Control+Automation+and+Electrical+Systems"},"results":[{"id":"W1968697531","doi":"10.1007/s40313-014-0107-9","title":"Real-Time Implementation of a Fault Location Algorithm for Homogeneous Power Systems","year":2014,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Polytechnique Montréal","funders":"","keywords":"Fault (geology); Relay; Transient (computer programming); Power (physics); Algorithm; Electrical impedance; Homogeneous; Computer science; Sensitivity (control systems); Electric power system; Fault detection and isolation; Real-time computing; Electronic engineering; Engineering; Electrical engineering; Mathematics; Artificial intelligence","score_opus":0.003114618313874106,"score_gpt":0.22603477506219938,"score_spread":0.22292015674832527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968697531","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09594129,0.000122062724,0.8986457,0.000096940814,0.00007156855,0.000055867706,0.000040817282,0.0030120541,0.0020136114],"genre_scores_gemma":[0.81207097,0.000038064733,0.18591128,0.000036166522,0.000019591746,0.000033175547,0.0000803116,0.00007138853,0.0017390414],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972135,0.000059768307,0.000021228367,0.000057310797,0.0000930184,0.000047317793],"domain_scores_gemma":[0.99927133,0.00029120315,0.000083762905,0.00010776767,0.00020035105,0.00004559569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004576895,0.00058455433,0.0003977218,0.0005987201,0.00041006986,0.0006934858,0.00079852255,0.00043664608,0.0038006867],"category_scores_gemma":[0.0017099036,0.00019367522,0.00015924941,0.0003090102,0.00023406418,0.0005882801,0.00036506567,0.00041269226,0.00057526905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022823277,0.00041193943,0.002755202,0.0001472831,0.00009218227,0.0003060109,0.00024713457,0.31725937,0.08429079,0.006910138,0.0041660867,0.58113146],"study_design_scores_gemma":[0.00006507032,0.00012484146,0.0004569273,0.0000030812164,0.000011488619,0.000048573624,0.000018679748,0.98252535,0.0154742235,0.00047392026,0.0007911827,0.000006696901],"about_ca_topic_score_codex":0.0047266977,"about_ca_topic_score_gemma":0.005973488,"teacher_disagreement_score":0.0047266977,"about_ca_system_score_codex":0.00042732828,"about_ca_system_score_gemma":0.0008127859,"threshold_uncertainty_score":0.012714565},"labels":[],"label_agreement":null},{"id":"W2013914888","doi":"10.1007/s40313-014-0146-2","title":"Development of Novel Controllers for an Axial-Flux Switched-Reluctance Motor","year":2014,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Switched reluctance motor; Torque ripple; Direct torque control; Control theory (sociology); Torque; Stall torque; Torque density; Reluctance motor; Torque motor; Computer science; Control (management); Engineering; Voltage; Physics; Induction motor; Electrical engineering","score_opus":0.011318932618143408,"score_gpt":0.2206806537823388,"score_spread":0.2093617211641954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013914888","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04302795,0.00084136234,0.9474784,0.00008327311,0.00022424788,0.00018202783,0.000025423546,0.0011033489,0.007033933],"genre_scores_gemma":[0.7649224,0.0004779675,0.22760557,0.00008743554,0.000074521595,0.00019884405,0.00006192857,0.000058508176,0.0065128235],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997842,0.00002726712,0.000018850134,0.000044681816,0.00010913434,0.000015921796],"domain_scores_gemma":[0.9996673,0.00007312423,0.000046991456,0.000031395382,0.00016511207,0.000016094315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040151394,0.0005615574,0.0004093192,0.00030312827,0.00037331754,0.00062628434,0.0011073959,0.00050937885,0.0018088389],"category_scores_gemma":[0.0004528735,0.00028154027,0.00027209494,0.00013881034,0.0002433421,0.00043331497,0.00028644907,0.0005390224,0.00041179627],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006215914,0.00033700909,0.0007523753,0.00088534836,0.00014295714,0.00044050996,0.0002499986,0.06563505,0.44732398,0.015411495,0.0025970032,0.4656027],"study_design_scores_gemma":[0.00022769802,0.0013706324,0.0013805534,0.000045273115,0.00009270006,0.00065183715,0.0000473285,0.8426203,0.1302778,0.001270942,0.021970479,0.0000444363],"about_ca_topic_score_codex":0.00081131683,"about_ca_topic_score_gemma":0.0015582094,"teacher_disagreement_score":0.0018088389,"about_ca_system_score_codex":0.00029368346,"about_ca_system_score_gemma":0.00042020273,"threshold_uncertainty_score":0.0060512424},"labels":[],"label_agreement":null},{"id":"W2060685475","doi":"10.1007/s40313-013-0059-5","title":"Analysis of Electric Characteristics of High-Elevation Stretches of the Tucuruí–Macapá–Manaus Connection","year":2013,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Manitoba","keywords":"Line (geometry); Connection (principal bundle); Elevation (ballistics); Transmission line; Amazon rainforest; Environmental science; Meteorology; Hydrology (agriculture); Geology; Geography; Electrical engineering; Engineering; Geotechnical engineering; Mathematics; Geometry; Structural engineering; Ecology","score_opus":0.0033067403557532687,"score_gpt":0.1867900970169631,"score_spread":0.18348335666120985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060685475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99598557,0.000033725108,0.00076859625,0.000011729036,0.0000029918583,0.0000060350912,0.00006776056,0.000024087038,0.0030994364],"genre_scores_gemma":[0.99962306,0.000007698155,0.000090958645,0.0000012430368,0.0000011425799,0.000001137546,0.0000393236,0.0000019479917,0.00023341773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999418,0.00000647732,0.0000019745519,0.000014639107,0.000019547822,0.000015433161],"domain_scores_gemma":[0.9998752,0.000033726814,0.000016557431,0.0000112124035,0.000041828007,0.000021401462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064622574,0.00014074412,0.00015991056,0.0006147086,0.0003362726,0.00043243417,0.00031933023,0.00023827417,0.0015465315],"category_scores_gemma":[0.00033693417,0.00009884686,0.00015532278,0.00091825967,0.0002544881,0.00025088378,0.0002216872,0.00021441784,0.00015660471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012789336,0.0002969799,0.63568,0.00017930183,0.00022928408,0.00738152,0.0025480322,0.096011296,0.16324392,0.0033660305,0.001217938,0.08856674],"study_design_scores_gemma":[0.00001546703,0.00012809756,0.9263173,0.000015512573,0.000047125846,0.00048577844,0.0012460996,0.064767234,0.004737192,0.00036488814,0.0018559047,0.000019403926],"about_ca_topic_score_codex":0.010232624,"about_ca_topic_score_gemma":0.012157982,"teacher_disagreement_score":0.010232624,"about_ca_system_score_codex":0.0003515619,"about_ca_system_score_gemma":0.00016489068,"threshold_uncertainty_score":0.020346105},"labels":[],"label_agreement":null},{"id":"W2268219524","doi":"10.1007/s40313-016-0230-x","title":"Adaptive Control of Venturini Modulation Based Matrix Converters Using Interval Type-2 Fuzzy Sets","year":2016,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Control theory (sociology); Initialization; Robustness (evolution); Fuzzy logic; Computer science; Fuzzy control system; Converters; A priori and a posteriori; Adaptive control; Controller (irrigation); Control engineering; Voltage; Engineering; Artificial intelligence; Control (management)","score_opus":0.014239574395780687,"score_gpt":0.24213911275564723,"score_spread":0.22789953835986654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268219524","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25499168,0.0013487039,0.70956004,0.00020404215,0.0002715133,0.000108010834,0.000057193905,0.00029818155,0.03316076],"genre_scores_gemma":[0.98437494,0.0001615025,0.013515638,0.000025301288,0.000020028368,0.000032439108,0.000014070795,0.000005918246,0.0018500362],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998779,0.000028570144,0.000009608117,0.000029580468,0.00003947104,0.000014798452],"domain_scores_gemma":[0.9998554,0.00005659762,0.00003127117,0.000008468969,0.000042439453,0.000005904405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028063098,0.000386523,0.00036928605,0.000243768,0.00034998902,0.00091012765,0.000556433,0.0003175097,0.0012603357],"category_scores_gemma":[0.00043722146,0.0001375612,0.00025080654,0.00026124212,0.00021974523,0.00025711991,0.00024404265,0.00033126253,0.0001364483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088089355,0.0003109982,0.0015523618,0.00062630174,0.00015950609,0.0003648856,0.0005373021,0.48617956,0.14915733,0.032966882,0.0019951225,0.3252689],"study_design_scores_gemma":[0.000038026432,0.00031110784,0.0011340763,0.00002589905,0.000030594925,0.00007211883,0.00003204734,0.9870798,0.007006722,0.0023273863,0.0019224959,0.000019640562],"about_ca_topic_score_codex":0.001600882,"about_ca_topic_score_gemma":0.0027527919,"teacher_disagreement_score":0.001600882,"about_ca_system_score_codex":0.00030765915,"about_ca_system_score_gemma":0.00019493223,"threshold_uncertainty_score":0.0042162538},"labels":[],"label_agreement":null},{"id":"W2988052337","doi":"10.1007/s40313-019-00526-2","title":"Applying Social Choice Theory to Solve Engineering Multi-objective Optimization Problems","year":2019,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Heuristics; Mathematical optimization; Computer science; Heuristic; Social choice theory; Domain (mathematical analysis); Voting; Optimization problem; Mathematics; Mathematical economics","score_opus":0.007045113322051408,"score_gpt":0.23227425077612227,"score_spread":0.22522913745407086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988052337","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017914753,0.0003860027,0.97520036,0.0006423551,0.00011429386,0.00015265284,0.000039076196,0.000032916312,0.005517648],"genre_scores_gemma":[0.62312925,0.00088250695,0.3680797,0.00030199284,0.00023919214,0.00090484874,0.00011830045,0.00008411847,0.00626015],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99520564,0.00363476,0.00012117697,0.00021209921,0.00059123687,0.00023514417],"domain_scores_gemma":[0.98288625,0.015682392,0.0004400711,0.00024120255,0.00053876743,0.00021133597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007713828,0.0013751751,0.0021685823,0.0020343561,0.0009621814,0.0022793273,0.0017184329,0.0023336578,0.0042517195],"category_scores_gemma":[0.015991766,0.00085734087,0.002331239,0.0017968025,0.0021664093,0.0021229016,0.0026541941,0.0024300676,0.00021244005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035874193,0.00015518499,0.0008142049,0.00012392383,0.00017781461,0.000074885415,0.00007355252,0.8687509,0.00018123076,0.114291385,0.0005876417,0.014733429],"study_design_scores_gemma":[0.000018370778,0.000033118245,0.00009849383,0.000013765129,0.000012433884,0.0000062857125,0.000025395642,0.93626547,0.000047906706,0.06309713,0.00037477622,0.0000068750164],"about_ca_topic_score_codex":0.0049618776,"about_ca_topic_score_gemma":0.004427382,"teacher_disagreement_score":0.007713828,"about_ca_system_score_codex":0.0019487316,"about_ca_system_score_gemma":0.0026354,"threshold_uncertainty_score":0.040795088},"labels":[],"label_agreement":null},{"id":"W3085207866","doi":"10.1007/s40313-020-00640-6","title":"A Novel Exergy-Based Optimization Approach in Model Predictive Control for Energy-Saving Assessment","year":2020,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Model predictive control; Control (management); Exergy; Computer science; Energy (signal processing); Environmental science; Process engineering; Reliability engineering; Engineering; Mathematics; Artificial intelligence; Statistics","score_opus":0.008724996924415045,"score_gpt":0.2152580262500091,"score_spread":0.20653302932559403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085207866","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068028863,0.00028823878,0.988274,0.00011323161,0.000072553696,0.00004798965,0.00003414243,0.00014790188,0.0042191106],"genre_scores_gemma":[0.83401144,0.0005516062,0.15760323,0.00016172572,0.00016544398,0.00039079014,0.00014964504,0.00022087942,0.006745237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967957,0.00010498353,0.000017265886,0.000047564827,0.000121831814,0.000028795543],"domain_scores_gemma":[0.9996784,0.0001887711,0.000024537681,0.00002353969,0.000073107745,0.000011713302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008497078,0.001081519,0.0014374446,0.0006669416,0.00047253494,0.0012204243,0.001258965,0.0010924574,0.0024136307],"category_scores_gemma":[0.0014265642,0.00062458543,0.0009857063,0.00068488077,0.00056430965,0.0010455531,0.0010083969,0.001093508,0.00030937398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017867922,0.000034581957,0.00008469006,0.000045462544,0.000033212804,0.00002727413,0.000013168322,0.979041,0.0010006222,0.005769569,0.00026822966,0.01366436],"study_design_scores_gemma":[0.0000012959583,0.000004714531,0.000020161433,0.0000014363268,0.0000025438592,0.0000017364048,8.0394557e-7,0.9991393,0.00007632335,0.0006701039,0.000080193095,0.0000014296577],"about_ca_topic_score_codex":0.006108501,"about_ca_topic_score_gemma":0.0055415253,"teacher_disagreement_score":0.006108501,"about_ca_system_score_codex":0.00053783535,"about_ca_system_score_gemma":0.000949764,"threshold_uncertainty_score":0.012145877},"labels":[],"label_agreement":null},{"id":"W4205169204","doi":"10.1007/s40313-021-00859-x","title":"Command Governor Strategy Based on Region of Attraction","year":2022,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Governor; Attraction; Computer science; Aeronautics; Engineering; Aerospace engineering","score_opus":0.00787695308339285,"score_gpt":0.20434824916174468,"score_spread":0.19647129607835184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205169204","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09034648,0.0008589862,0.8872662,0.00032351507,0.00021232909,0.000105001716,0.00006909942,0.0005942819,0.020224134],"genre_scores_gemma":[0.9906742,0.0001188369,0.0067282654,0.000034887937,0.00003722312,0.00004449326,0.00002664919,0.0000126820405,0.002322684],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983335,0.00004712817,0.000010624219,0.000039663348,0.00003644694,0.000032700285],"domain_scores_gemma":[0.99971145,0.00011440429,0.000034131546,0.000013116134,0.00010362806,0.000023202378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035095998,0.00053320953,0.0009949626,0.00049817865,0.0005812415,0.0009442668,0.00057086174,0.00052928145,0.0022601096],"category_scores_gemma":[0.00063743483,0.00015888782,0.0002973143,0.00036305268,0.00037215522,0.00052809116,0.00050295406,0.00035245254,0.00024058209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006318903,0.00011728435,0.0012786014,0.00030624893,0.00012238763,0.00035762647,0.00030591633,0.83137816,0.018254671,0.04100949,0.0050863447,0.101151444],"study_design_scores_gemma":[0.00002450733,0.00011867307,0.00018449007,0.000005435719,0.00001335277,0.000031320433,0.000015787127,0.9965487,0.0007583641,0.0017704011,0.0005208312,0.00000818215],"about_ca_topic_score_codex":0.0035069794,"about_ca_topic_score_gemma":0.0024083802,"teacher_disagreement_score":0.0035069794,"about_ca_system_score_codex":0.00038439705,"about_ca_system_score_gemma":0.0006107591,"threshold_uncertainty_score":0.007560849},"labels":[],"label_agreement":null},{"id":"W4289780606","doi":"10.1007/s40313-022-00938-7","title":"Walking Control Using TDE-Based Backstepping SM of Position-Commanded NAO Biped Robot with Matched and Unmatched Perturbations","year":2022,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Robotic Locomotion and Control","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Backstepping; Control theory (sociology); Computer science; Controller (irrigation); Position (finance); Trajectory; Lyapunov function; Control engineering; Lyapunov stability; Robot; Adaptive control; Engineering; Nonlinear system; Control (management); Artificial intelligence","score_opus":0.006044696068792945,"score_gpt":0.19399018276675192,"score_spread":0.187945486697959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289780606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2096295,0.0002286808,0.78205264,0.0001179366,0.00015529063,0.00008323651,0.00005324739,0.0005035305,0.007175884],"genre_scores_gemma":[0.97900945,0.000036318746,0.019550955,0.0000210479,0.0000071234726,0.000041021656,0.000027192717,0.000009059758,0.0012978173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999031,0.000016149697,0.000008344512,0.000023951165,0.00003511148,0.000013337213],"domain_scores_gemma":[0.9998023,0.0000479152,0.000022527845,0.000025446578,0.00008275807,0.000019070787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021389061,0.00032796958,0.00033122147,0.00017780835,0.00027885204,0.00034610988,0.0003374842,0.00033362277,0.0012258961],"category_scores_gemma":[0.0005786833,0.00013025681,0.00016822376,0.00013345259,0.00021800163,0.00020127784,0.0003625325,0.00021560173,0.00014235609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015438081,0.00031643262,0.0031545053,0.00058397074,0.0001743708,0.00065790635,0.00046290172,0.42551303,0.227886,0.007659369,0.0016015378,0.33044615],"study_design_scores_gemma":[0.000027622029,0.00021065328,0.00080919213,0.000010196009,0.000013069168,0.00006149291,0.000021911883,0.9918744,0.0060377247,0.0003563146,0.00056906854,0.000008402587],"about_ca_topic_score_codex":0.002511946,"about_ca_topic_score_gemma":0.0025251482,"teacher_disagreement_score":0.002511946,"about_ca_system_score_codex":0.00010321485,"about_ca_system_score_gemma":0.0002891625,"threshold_uncertainty_score":0.004994571},"labels":[],"label_agreement":null},{"id":"W4308531534","doi":"10.1007/s40313-022-00964-5","title":"A Note on “A New Ranking Approach for Solving Fully Fuzzy Transportation Problem in Intuitionistic Fuzzy Environment”","year":2022,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Optimization and Mathematical Programming","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Ranking (information retrieval); Fuzzy number; Fuzzy logic; Fuzzy set operations; Mathematical optimization; Fuzzy set; Algebra over a field; Computer science; Artificial intelligence; Pure mathematics","score_opus":0.007466345645980507,"score_gpt":0.20386185221830666,"score_spread":0.19639550657232616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308531534","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002238133,0.0012232873,0.9831871,0.002734764,0.0029238383,0.00009821804,0.00012135632,0.00016853139,0.007304885],"genre_scores_gemma":[0.0715156,0.0024415385,0.8997369,0.002703082,0.0037036126,0.00026056502,0.00037633747,0.00024646145,0.019015806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99845505,0.00056581694,0.00013569559,0.00026346504,0.0004763566,0.00010360686],"domain_scores_gemma":[0.9988481,0.00045959314,0.000046273926,0.00013991665,0.00043862424,0.000067384884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003070968,0.0010506411,0.0012319225,0.0010997149,0.0012346925,0.0017850668,0.0027448027,0.0017816578,0.008667656],"category_scores_gemma":[0.004473801,0.00045055238,0.0026607458,0.0017630141,0.0016680905,0.004386731,0.0015008672,0.0033629173,0.0017501944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026512487,0.00018198468,0.0006696595,0.00096988585,0.0003805508,0.00068977656,0.00032255246,0.093473256,0.008975271,0.63661027,0.09688127,0.16058041],"study_design_scores_gemma":[0.000062346495,0.00028834282,0.00082597265,0.00010372435,0.00014855305,0.00034112373,0.00011383506,0.4894287,0.003941756,0.41772065,0.08684111,0.00018399602],"about_ca_topic_score_codex":0.0058344705,"about_ca_topic_score_gemma":0.009142538,"teacher_disagreement_score":0.008667656,"about_ca_system_score_codex":0.0010612407,"about_ca_system_score_gemma":0.0014671659,"threshold_uncertainty_score":0.02899617},"labels":[],"label_agreement":null},{"id":"W4379985218","doi":"10.1007/s40313-023-01014-4","title":"Advanced Power Management and Control Using Fuzzy Backstepping Super-Twisting Controls Designed for Fuel Cell Supercapacitors Hybrid Power Systems for Traction Applications","year":2023,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College Ahuntsic","funders":"","keywords":"Supercapacitor; Backstepping; Sliding mode control; Energy management; State of charge; Control theory (sociology); Fuzzy logic; Controller (irrigation); Computer science; Hybrid system; Electric vehicle; Control engineering; Automotive engineering; Engineering; Power (physics); Nonlinear system; Battery (electricity); Energy (signal processing); Control (management); Capacitance; Mathematics","score_opus":0.009911619451168086,"score_gpt":0.22711044348767068,"score_spread":0.2171988240365026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379985218","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11207842,0.00026477297,0.8767191,0.000113959235,0.00017381017,0.00011227852,0.000043455406,0.00035411448,0.010140105],"genre_scores_gemma":[0.9802279,0.00006637526,0.017974116,0.000029094512,0.000012918753,0.00005113902,0.000021252228,0.000006463576,0.0016107308],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998209,0.00002931363,0.00001480999,0.000039198898,0.00007070729,0.000025161113],"domain_scores_gemma":[0.9997749,0.000055637345,0.00003253271,0.000020987416,0.00010282678,0.00001307272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028225276,0.0004233162,0.00034601535,0.00022262958,0.00036471974,0.00057890033,0.0004904701,0.00033865255,0.0017707826],"category_scores_gemma":[0.00041957872,0.00015883555,0.00027746955,0.00023632165,0.0003130041,0.00026595045,0.00028199158,0.00046295626,0.00018838656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007012379,0.00022410578,0.0013493325,0.0004182186,0.00013874444,0.00048621412,0.00048741634,0.5902992,0.14753179,0.016940048,0.002143446,0.23928025],"study_design_scores_gemma":[0.000022996599,0.00030714783,0.0005046658,0.000010586585,0.000019570265,0.000047620804,0.000024967001,0.988167,0.009020786,0.0008421346,0.0010203944,0.000012047511],"about_ca_topic_score_codex":0.0035812142,"about_ca_topic_score_gemma":0.0044891518,"teacher_disagreement_score":0.0035812142,"about_ca_system_score_codex":0.0002820271,"about_ca_system_score_gemma":0.0003706644,"threshold_uncertainty_score":0.007120788},"labels":[],"label_agreement":null},{"id":"W4388211766","doi":"10.1007/s40313-023-01048-8","title":"Analysis of Grid-Connected Three-Phase Three-Wire Voltage-Source Converters Operating with Unbalanced Conditions","year":2023,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro","keywords":"Voltage source; Ripple; Voltage; Converters; Electrical engineering; Capacitor; Grid connection; Control theory (sociology); Engineering; Computer science","score_opus":0.004785382051120189,"score_gpt":0.21128066486206845,"score_spread":0.20649528281094826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388211766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8364844,0.00058728876,0.11816656,0.00027857555,0.00005413469,0.0001185217,0.00041733647,0.00062926055,0.04326403],"genre_scores_gemma":[0.9973769,0.00007210411,0.00092162297,0.000009174845,0.0000053054127,0.000008577192,0.000051391988,0.000019654351,0.0015352314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999835,0.000054695745,0.0000075718585,0.000022559736,0.000054150987,0.000025916965],"domain_scores_gemma":[0.999663,0.0001976667,0.000041742984,0.000019364235,0.000066491,0.000011737589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023698297,0.0006524508,0.00067401514,0.00053200667,0.00042123505,0.00096224877,0.0005566611,0.000647813,0.0052461503],"category_scores_gemma":[0.00072541763,0.00027044487,0.0005080858,0.0005291465,0.00044560162,0.000510228,0.00025835275,0.00041846267,0.0005017914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084452506,0.00015806743,0.004697162,0.00041172252,0.00018603576,0.0019505186,0.00030175396,0.927223,0.025609858,0.0111083165,0.0019602454,0.025548793],"study_design_scores_gemma":[0.000015033321,0.00007144124,0.0017703145,0.00001187588,0.000031765805,0.00010852416,0.00006573804,0.99494356,0.0013829634,0.001245952,0.0003469456,0.0000059311456],"about_ca_topic_score_codex":0.006971688,"about_ca_topic_score_gemma":0.008089084,"teacher_disagreement_score":0.006971688,"about_ca_system_score_codex":0.000598814,"about_ca_system_score_gemma":0.0003578458,"threshold_uncertainty_score":0.01755017},"labels":[],"label_agreement":null},{"id":"W4412496544","doi":"10.1007/s40313-025-01190-5","title":"An Optimized Synergetic Control Combined with Extended State Observer to Enhance a Standalone AC Microgrid","year":2025,"lang":"en","type":"article","venue":"Journal of Control Automation and Electrical Systems","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Microgrid; Observer (physics); Control theory (sociology); State observer; Control (management); State (computer science); Control engineering; Computer science; Engineering; Artificial intelligence; Algorithm; Physics","score_opus":0.0018648322073585167,"score_gpt":0.20716230027907676,"score_spread":0.20529746807171823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412496544","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09605613,0.0003530083,0.89275867,0.00011370265,0.00017595432,0.00008241051,0.00003528398,0.0006875816,0.009737248],"genre_scores_gemma":[0.97609234,0.000076258104,0.021447152,0.000025485284,0.000021391286,0.000044299053,0.000025162297,0.000011939724,0.002255863],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987674,0.000028247307,0.000008953706,0.000029104562,0.00003982578,0.000017148535],"domain_scores_gemma":[0.9998919,0.000023256503,0.000017517636,0.000013662488,0.000045124085,0.000008443488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028739253,0.00048377135,0.00057156925,0.00019033799,0.00028731363,0.0005181059,0.00046397856,0.0003557783,0.0015689102],"category_scores_gemma":[0.00025657797,0.00017102683,0.00027130227,0.00019203626,0.00017361066,0.00042441927,0.00044951163,0.00031849288,0.00019321113],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095687626,0.00040450227,0.0009694842,0.00041345984,0.00017828449,0.0003961303,0.00022218587,0.66323763,0.10410739,0.009889357,0.0026789375,0.21654566],"study_design_scores_gemma":[0.00002525005,0.00019439524,0.00028822073,0.000005771997,0.000024116182,0.000024095214,0.000008654371,0.99498016,0.0032355734,0.0005248421,0.00068245723,0.000006418718],"about_ca_topic_score_codex":0.0011920354,"about_ca_topic_score_gemma":0.002255717,"teacher_disagreement_score":0.0015689102,"about_ca_system_score_codex":0.00014261273,"about_ca_system_score_gemma":0.0003128633,"threshold_uncertainty_score":0.0052485466},"labels":[],"label_agreement":null}]}