{"meta":{"query_hash":"18f640f0875a","filters":{"venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)"},"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/18f640f0875a","api":"https://metacan.xera.ac/api/v1/cohort?venue=2001+IEEE+Power+Engineering+Society+Winter+Meeting.+Conference+Proceedings+%28Cat.+No.01CH37194%29"},"results":[{"id":"W1485965113","doi":"10.1109/pesw.2001.917000","title":"Rating issues of unified power quality conditioners for load bus voltage control in distribution systems","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Voltage; Conditioners; Voltage compensation; Voltage regulation; Compensation (psychology); Power quality; AC power; Voltage regulator; Voltage optimisation; Electric power system; Shunt (medical); Computer science; Power factor; Harmonic; Electrical engineering; Power conditioner; Engineering; Electronic engineering; Power (physics)","score_opus":0.026064451589951743,"score_gpt":0.249680030363083,"score_spread":0.22361557877313126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485965113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8580558,0.00036883255,0.13370804,0.00029406272,0.0023698495,0.0014893427,0.0007029344,0.0010857763,0.0019253639],"genre_scores_gemma":[0.9942902,0.0002188315,0.004382774,0.00009335131,0.0001974764,0.00023382978,0.000070038775,0.00011825857,0.00039525027],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960872,0.00002615647,0.0014559441,0.0006522468,0.0006303433,0.001148095],"domain_scores_gemma":[0.9977152,0.0002890284,0.0003739536,0.00030531516,0.0010688121,0.0002477266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017299699,0.0006832583,0.0010248477,0.000119574244,0.00012467983,0.00025210166,0.0005437066,0.00047703146,0.00009502428],"category_scores_gemma":[0.000610845,0.0007806706,0.00042094337,0.00046221842,0.00014547101,0.0006454955,0.00005306097,0.00052073656,0.000036777616],"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":[0.000118744145,0.00034687555,0.0015709908,0.0037910289,0.00065750774,0.0000052014807,0.027206637,0.025833372,0.8900628,0.0038952576,0.046413936,0.000097665295],"study_design_scores_gemma":[0.0022178707,0.0001629193,0.00046945142,0.0011002194,0.000070491405,0.000008047358,0.0038428379,0.97729427,0.009225987,0.00005304808,0.0045405836,0.0010142818],"about_ca_topic_score_codex":0.00011508662,"about_ca_topic_score_gemma":0.0000059708927,"teacher_disagreement_score":0.9514609,"about_ca_system_score_codex":0.000721351,"about_ca_system_score_gemma":0.00006696829,"threshold_uncertainty_score":0.99946445},"labels":[],"label_agreement":null},{"id":"W1499794380","doi":"10.1109/pesw.2001.916923","title":"Solution methods and tools. I. Solution methods [FACTS device simulation]","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Power electronics; Electronics; Computer science; Electronic circuit simulation; Electronic circuit; Power (physics); Electronic engineering; Electrical engineering; Engineering; Voltage","score_opus":0.039100737626591706,"score_gpt":0.2993664040063229,"score_spread":0.2602656663797312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499794380","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1376698,0.00030061547,0.84623957,0.0003080739,0.0022679318,0.0009255663,0.000016427979,0.0021958656,0.010076134],"genre_scores_gemma":[0.69510454,0.00019934753,0.30338764,0.00013153206,0.00038417603,0.00009406561,0.000012456,0.00014293847,0.00054333155],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99644053,0.00007002175,0.0010272214,0.0008220787,0.00047750614,0.0011626441],"domain_scores_gemma":[0.99780196,0.0004584803,0.00026271876,0.00032529182,0.0007370669,0.00041450388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017137721,0.00079888816,0.00080462225,0.00020951293,0.00025832249,0.0008301142,0.00041775266,0.00053223694,0.00024851997],"category_scores_gemma":[0.0005732763,0.0008508498,0.00036440484,0.0005505525,0.00009356365,0.0017048189,0.00010527129,0.00052363356,0.00013828004],"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":[0.00002189051,0.00007009163,0.00026782023,0.00065933587,0.00040439624,0.0000016273259,0.008289022,0.12537986,0.83783126,0.00010043348,0.0054456587,0.021528615],"study_design_scores_gemma":[0.0008117492,0.00007984857,0.0004905357,0.00038030616,0.000101122896,0.00001827814,0.0005155107,0.9829576,0.005399552,0.00002873128,0.008315899,0.00090088125],"about_ca_topic_score_codex":0.000030070774,"about_ca_topic_score_gemma":0.0000019043696,"teacher_disagreement_score":0.85757774,"about_ca_system_score_codex":0.00042521354,"about_ca_system_score_gemma":0.00003141693,"threshold_uncertainty_score":0.99939424},"labels":[],"label_agreement":null},{"id":"W1673794382","doi":"10.1109/pesw.2001.917219","title":"Simultaneous inter-area decoupling and local area damping by voltage source HVDC","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Decoupling (probability); Control theory (sociology); Voltage source; Voltage; Delta; AC power; Perturbation (astronomy); Physics; Electrical engineering; Engineering; Topology (electrical circuits); Computer science; Control (management); Control engineering","score_opus":0.010555194342156425,"score_gpt":0.1914071140771757,"score_spread":0.18085191973501927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1673794382","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3828669,0.00016578229,0.6105549,0.00010345672,0.0010956597,0.0004635587,0.00004033717,0.0017518725,0.0029575967],"genre_scores_gemma":[0.9840178,0.00030041987,0.013809439,0.0001705549,0.00012768204,0.00008110445,0.00001912034,0.00022840212,0.0012455122],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960596,0.000010934075,0.0010135135,0.001030448,0.00051117886,0.0013743372],"domain_scores_gemma":[0.9980377,0.0002636175,0.00019552636,0.0003827841,0.0005551205,0.0005652393],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005943655,0.0009664696,0.000845756,0.0001531663,0.00023064324,0.0005784259,0.00064890523,0.00048867444,0.000379951],"category_scores_gemma":[0.000386575,0.0010637844,0.00032409633,0.0004537193,0.00019447826,0.00064090453,0.00018188654,0.0006919352,0.00008915426],"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":[0.00008326569,0.00051582797,0.0068930252,0.0036347706,0.0012092727,0.000043677974,0.060879473,0.35097408,0.4507249,0.00006503061,0.1208861,0.004090581],"study_design_scores_gemma":[0.0006250616,0.000092199945,0.000019263867,0.0007397292,0.000051798834,0.00006149075,0.0022514102,0.9844434,0.0031065743,0.0000044264907,0.0075047463,0.0010998946],"about_ca_topic_score_codex":0.000026676096,"about_ca_topic_score_gemma":0.000004238655,"teacher_disagreement_score":0.63346934,"about_ca_system_score_codex":0.0004946325,"about_ca_system_score_gemma":0.000027615726,"threshold_uncertainty_score":0.9991812},"labels":[],"label_agreement":null},{"id":"W1825905760","doi":"10.1109/pesw.2001.917213","title":"Recommended modeling of power system governing response","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interconnection; Frequency response; Electric power system; Power (physics); Response time; Automatic Generation Control; Automatic frequency control; Control theory (sociology); Electricity generation; Computer science; Power station; Control (management); Engineering; Electrical engineering; Telecommunications; Physics","score_opus":0.017261002626143298,"score_gpt":0.19809860185854838,"score_spread":0.18083759923240508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1825905760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8238574,0.00011020481,0.14793867,0.00020114184,0.0030392269,0.00074899854,0.00008754872,0.002648939,0.021367848],"genre_scores_gemma":[0.9613692,0.00008537033,0.037525177,0.000056875902,0.00010199177,0.000087580534,0.0000075636112,0.00020487825,0.0005613297],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99585503,0.00004241448,0.0013983902,0.0008098004,0.0007078157,0.0011865583],"domain_scores_gemma":[0.997708,0.00017908783,0.00029741193,0.00050537515,0.0009163603,0.00039372337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015841469,0.00082298194,0.00097214495,0.00020337605,0.00015704123,0.00025019117,0.00077306695,0.00046494443,0.00039257383],"category_scores_gemma":[0.00041630527,0.000909145,0.00053080247,0.0006214313,0.000068582434,0.0006641497,0.00013622944,0.0005669346,0.00016567681],"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":[0.00033525052,0.00035070805,0.0016296797,0.004410884,0.0010535279,0.00001706137,0.055608585,0.42888018,0.46406448,0.00031914856,0.043195624,0.00013485069],"study_design_scores_gemma":[0.00073456304,0.0001167229,0.000059761605,0.0012250794,0.00004894581,0.000037100755,0.0039569614,0.9891417,0.002509301,0.000002398524,0.0013000711,0.0008674191],"about_ca_topic_score_codex":0.000017934517,"about_ca_topic_score_gemma":9.955801e-7,"teacher_disagreement_score":0.5602615,"about_ca_system_score_codex":0.00083115004,"about_ca_system_score_gemma":0.00005450021,"threshold_uncertainty_score":0.99933594},"labels":[],"label_agreement":null},{"id":"W1829914162","doi":"10.1109/pesw.2001.916954","title":"Software engineering environments for recoding large scale applications","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Computer science; Software engineering; Documentation; Software construction; Software development; Software system; Software; Programming language","score_opus":0.012400428713233248,"score_gpt":0.19383563551668484,"score_spread":0.1814352068034516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829914162","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28299728,0.0003558814,0.70218325,0.00019227676,0.002857698,0.0022142217,0.00022838649,0.0066318093,0.002339187],"genre_scores_gemma":[0.7457491,0.00065979024,0.24887145,0.000098956494,0.00064439164,0.0019015158,0.000033150154,0.00041095712,0.0016306629],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99631166,0.000003720905,0.0008075983,0.000865754,0.00041244013,0.0015988454],"domain_scores_gemma":[0.9987465,0.00012542386,0.0001717364,0.0004590738,0.00019984518,0.0002974129],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004523515,0.0008343706,0.0007002541,0.000215023,0.0002361346,0.0003025331,0.00088308594,0.00053953973,0.00012684872],"category_scores_gemma":[0.00019112894,0.00094897544,0.00046668807,0.00044460475,0.00006764661,0.0006025114,0.00016735776,0.0005279995,0.00021828014],"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":[0.000020849164,0.00044501683,0.004355761,0.0037496816,0.0011796429,0.000006646434,0.014226149,0.014971535,0.8424179,0.0006569041,0.11517589,0.0027940485],"study_design_scores_gemma":[0.0007597229,0.00009027952,0.00015992192,0.00064663327,0.000071723705,0.00002367532,0.00094211387,0.8919723,0.014654822,0.00002278306,0.0894042,0.001251835],"about_ca_topic_score_codex":0.0000046562395,"about_ca_topic_score_gemma":0.0000013525976,"teacher_disagreement_score":0.87700075,"about_ca_system_score_codex":0.00046595884,"about_ca_system_score_gemma":0.000016305761,"threshold_uncertainty_score":0.99929607},"labels":[],"label_agreement":null},{"id":"W1833365857","doi":"10.1109/pesw.2001.916947","title":"Arc modeling for circuit breakers","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Circuit breaker; Emtp; Distribution board; Electric power transmission; Computer science; Arc (geometry); Transmission line; Electrical engineering; Arc-fault circuit interrupter; Representation (politics); Electronic engineering; Electric power system; Power (physics); Voltage; Engineering; Short circuit; Mechanical engineering; Physics","score_opus":0.024592195113987175,"score_gpt":0.21314536731750344,"score_spread":0.18855317220351628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833365857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8204232,0.000021410455,0.15341651,0.0004968953,0.0015199343,0.0008117689,0.00012096551,0.0005775495,0.022611745],"genre_scores_gemma":[0.9609544,0.000032005497,0.03483639,0.00020518615,0.0010222727,0.00021478212,0.00003158898,0.00015808536,0.0025452587],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99669534,0.0000066091266,0.00066352176,0.0008707419,0.00040339844,0.0013603843],"domain_scores_gemma":[0.99833983,0.00011085413,0.00021924781,0.00027800899,0.00067995203,0.00037212286],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042914908,0.00070366677,0.0006003383,0.00010291118,0.0002753297,0.00039142117,0.00067173125,0.00022623615,0.0007371194],"category_scores_gemma":[0.000056124532,0.0007564065,0.00067446753,0.0002906978,0.00006751926,0.0005416417,0.00010476306,0.0004464351,0.0002319678],"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":[0.00012955222,0.0011042929,0.016159555,0.0016212647,0.00242378,0.0000062001563,0.06640797,0.027953442,0.64837664,0.009086401,0.22131239,0.0054184827],"study_design_scores_gemma":[0.0009081399,0.0001062421,0.000028054921,0.00038416544,0.000092291346,0.000006910867,0.0018042434,0.98857373,0.0030819003,0.00041465252,0.0036916547,0.0009080423],"about_ca_topic_score_codex":0.000061327264,"about_ca_topic_score_gemma":7.827149e-7,"teacher_disagreement_score":0.9606203,"about_ca_system_score_codex":0.00013569785,"about_ca_system_score_gemma":0.00006375847,"threshold_uncertainty_score":0.9994887},"labels":[],"label_agreement":null},{"id":"W1948754759","doi":"10.1109/pesw.2001.917221","title":"Multi-terminal DC transmission system for wind-farms","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Terminal (telecommunication); Transmission (telecommunications); Transmission system; Computer science; Electrical engineering; Telecommunications; Engineering","score_opus":0.018745893017874736,"score_gpt":0.2165186259071873,"score_spread":0.19777273288931255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1948754759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6437028,0.00018311289,0.34200945,0.00015486829,0.004711293,0.0022378252,0.00006587428,0.004031823,0.0029029306],"genre_scores_gemma":[0.9028703,0.00014174232,0.093914405,0.00004711024,0.00086106855,0.00040980225,0.000011942313,0.00028632366,0.0014572942],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963251,0.000010688855,0.0009711796,0.0008549672,0.0004969909,0.0013410811],"domain_scores_gemma":[0.9984438,0.00006670622,0.00019485544,0.0002950434,0.0005718179,0.0004277777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064016646,0.00087519025,0.000780146,0.00017593974,0.0002602129,0.0003744511,0.0005885806,0.0006028598,0.00010798248],"category_scores_gemma":[0.00006937965,0.00089314464,0.00060945755,0.00039626122,0.00006577626,0.00063368573,0.000048212074,0.00053933065,0.00016760893],"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":[0.0000338017,0.00012055997,0.00025852973,0.0038428465,0.00029666547,0.000007729578,0.0116160065,0.0056349793,0.9649471,0.00002552134,0.0115143955,0.0017018699],"study_design_scores_gemma":[0.0013231967,0.00018766194,0.00011595278,0.0019044013,0.000080644895,0.00010683623,0.0015981457,0.9589006,0.023112068,0.0000019043923,0.011637953,0.001030677],"about_ca_topic_score_codex":0.000021699389,"about_ca_topic_score_gemma":0.0000010890803,"teacher_disagreement_score":0.95326555,"about_ca_system_score_codex":0.00055783044,"about_ca_system_score_gemma":0.000028896437,"threshold_uncertainty_score":0.9993519},"labels":[],"label_agreement":null},{"id":"W2097138395","doi":"10.1109/pesw.2001.917003","title":"Control of capacitor commutated converters in long cable HVDC-transmission","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"HVDC converter station; Capacitor; HVDC converter; Converters; Transient (computer programming); Transmission (telecommunications); Electric power transmission; Inverter; Electrical engineering; Engineering; Transmission system; Electricity; Topology (electrical circuits); Electronic engineering; Computer science; Voltage","score_opus":0.008651315229582724,"score_gpt":0.18684793725747925,"score_spread":0.17819662202789652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097138395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8540542,0.0001445561,0.13926683,0.00013465757,0.0018739379,0.0010323755,0.000030965843,0.0010566704,0.002405771],"genre_scores_gemma":[0.99145997,0.00021846563,0.0074360203,0.000060370065,0.00018948903,0.00013633698,0.0000067280375,0.0001465009,0.00034609393],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99698436,0.000018269408,0.000997073,0.00053399417,0.000456109,0.0010102069],"domain_scores_gemma":[0.9987459,0.000080766935,0.00019415686,0.0002549213,0.00044960188,0.00027462444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059228705,0.00063554634,0.0008221243,0.00021667412,0.00009250929,0.0001433722,0.0004791946,0.0004581315,0.0002698646],"category_scores_gemma":[0.000076324366,0.0006760617,0.00032259477,0.00054929766,0.00010207476,0.0005633547,0.000034044646,0.0006235696,0.000075373944],"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":[0.00003957564,0.00013468615,0.0029685134,0.0015821717,0.00027402813,0.000008528322,0.01514695,0.016868446,0.9540165,0.000017426213,0.008020306,0.0009228519],"study_design_scores_gemma":[0.0016173774,0.0001352925,0.00047131264,0.0015627664,0.000040558538,0.000027288877,0.0009567976,0.97313255,0.020016609,0.0000042695556,0.0013426857,0.00069250417],"about_ca_topic_score_codex":0.00028638856,"about_ca_topic_score_gemma":0.000006384875,"teacher_disagreement_score":0.9562641,"about_ca_system_score_codex":0.00038809175,"about_ca_system_score_gemma":0.00002816759,"threshold_uncertainty_score":0.99956906},"labels":[],"label_agreement":null},{"id":"W2121955751","doi":"10.1109/pesw.2001.916876","title":"ANN-based short-term load forecasting in electricity markets","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electricity; Term (time); Computer science; Electricity market; Artificial neural network; Electric power system; Electricity system; Electricity price; Operations research; Electricity generation; Artificial intelligence; Engineering; Power (physics); Electrical engineering","score_opus":0.020389564012500173,"score_gpt":0.20249291080940165,"score_spread":0.1821033467969015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121955751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673499,0.00014725896,0.0075633703,0.00009489601,0.0016523474,0.00046921975,0.000021936325,0.0017429695,0.020958116],"genre_scores_gemma":[0.97331196,0.00021501981,0.02484647,0.00016703717,0.0005084672,0.00014186409,0.000014944622,0.0002851257,0.00050912605],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99485403,0.000017634346,0.0011366153,0.0010219481,0.0007818202,0.002187945],"domain_scores_gemma":[0.99822265,0.00022488713,0.00017346193,0.00036492583,0.0005592543,0.0004548041],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009540338,0.0011118561,0.000886968,0.000329021,0.00018587786,0.0004076229,0.00087531836,0.0005645453,0.00033752978],"category_scores_gemma":[0.00037291826,0.0012622806,0.0005013277,0.0011170884,0.00010561474,0.00072998094,0.00011639599,0.0010623864,0.00008806243],"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":[0.000129913,0.00059009413,0.04587563,0.0029070391,0.0006541885,0.00013516244,0.019518707,0.091742516,0.7883809,0.00007943503,0.042734195,0.007252173],"study_design_scores_gemma":[0.0007886454,0.00011821246,0.0010380008,0.0014881387,0.000044580614,0.000044999662,0.00021807464,0.98046327,0.013131043,0.000009613531,0.001314346,0.0013410602],"about_ca_topic_score_codex":0.000033458684,"about_ca_topic_score_gemma":0.000014633492,"teacher_disagreement_score":0.88872075,"about_ca_system_score_codex":0.0009296825,"about_ca_system_score_gemma":0.00008585232,"threshold_uncertainty_score":0.99898267},"labels":[],"label_agreement":null},{"id":"W2141249468","doi":"10.1109/pesw.2001.916931","title":"Experience with testing and modeling of gas turbines","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Governor; Gas turbines; Electric power system; Grid; Power grid; Generator (circuit theory); Engineering; Field (mathematics); Permanent magnet synchronous generator; Power (physics); Control engineering; Computer science; Reliability engineering; Automotive engineering; Electrical engineering; Aerospace engineering; Mechanical engineering; Voltage; Mathematics; Physics","score_opus":0.02229466061600417,"score_gpt":0.20352692275355502,"score_spread":0.18123226213755086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141249468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97457474,0.00009065002,0.01597538,0.000055187775,0.00040337324,0.00038738045,0.000006946813,0.0008383747,0.0076679424],"genre_scores_gemma":[0.96541536,0.000111744754,0.033785418,0.000041232164,0.00020320945,0.00007997846,0.0000019403685,0.00012239079,0.00023871395],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975056,0.0000064733963,0.00072145084,0.0005518921,0.00044280145,0.0007717715],"domain_scores_gemma":[0.9985565,0.00011457666,0.00016569701,0.00022932173,0.000681111,0.00025278507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002900584,0.0005746466,0.00061770267,0.00012288288,0.000107551576,0.0002581079,0.00035492852,0.00020756197,0.00007301147],"category_scores_gemma":[0.00018569129,0.00054656423,0.00014961255,0.0004397945,0.000096218864,0.0006529165,0.000059507805,0.00028692538,0.000021669657],"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":[0.00002858926,0.00007122597,0.0064740456,0.0010417514,0.00027009973,0.000004796644,0.02444269,0.29221392,0.6732826,0.000059832775,0.0012986562,0.0008117977],"study_design_scores_gemma":[0.0006577655,0.000108868175,0.00014504751,0.0009495287,0.000036775138,0.00003757491,0.0017367654,0.99334157,0.0022495668,0.000008965164,0.00012084506,0.00060670933],"about_ca_topic_score_codex":0.000055387816,"about_ca_topic_score_gemma":0.00000136115,"teacher_disagreement_score":0.7011277,"about_ca_system_score_codex":0.0001042249,"about_ca_system_score_gemma":0.000020035593,"threshold_uncertainty_score":0.9996986},"labels":[],"label_agreement":null},{"id":"W2148901235","doi":"10.1109/pesw.2001.916939","title":"Generic multifunction protection relay for compensated transmission lines","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Relay; Computer science; Electric power transmission; Power-system protection; Protective relay; Software; Transmission (telecommunications); Electric power system; Power (physics); Engineering; Electrical engineering; Telecommunications; Operating system","score_opus":0.025608329342704357,"score_gpt":0.20863667334459457,"score_spread":0.18302834400189022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148901235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52774996,0.00009517457,0.46017128,0.00017951989,0.0052133133,0.0018497636,0.0000246703,0.003634474,0.001081847],"genre_scores_gemma":[0.9366129,0.00023480093,0.059312183,0.000071868606,0.0009677391,0.0008310094,0.000024294513,0.00033919557,0.0016059843],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996425,0.000015860016,0.0009766836,0.00089865073,0.00051530387,0.0011685087],"domain_scores_gemma":[0.9982098,0.00007120557,0.00023592786,0.00030091233,0.0008494375,0.00033274668],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005789126,0.0008700965,0.00068698253,0.00026024895,0.0002729955,0.00030140087,0.00043628726,0.00064518297,0.00013036953],"category_scores_gemma":[0.00016021283,0.000932078,0.0005158404,0.0006976796,0.00006454177,0.00078046566,0.000040141756,0.0005832129,0.00017356858],"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":[0.000048215872,0.00008692074,0.00008427378,0.0009859161,0.00022464976,0.0000014253422,0.0049742768,0.012469771,0.9621055,0.000005389618,0.01552743,0.003486246],"study_design_scores_gemma":[0.0010610644,0.00025271514,0.00008635251,0.00073605974,0.0000783321,0.000051375406,0.0004220793,0.9081661,0.058197554,0.000004854524,0.030005872,0.00093765673],"about_ca_topic_score_codex":0.000038401275,"about_ca_topic_score_gemma":0.0000030955364,"teacher_disagreement_score":0.90390795,"about_ca_system_score_codex":0.0006130623,"about_ca_system_score_gemma":0.000026371461,"threshold_uncertainty_score":0.999313},"labels":[],"label_agreement":null},{"id":"W2502362141","doi":"10.1109/pesw.2001.917012","title":"Multi converter approach to active power filtering using current source converters","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electronic engineering; Active filter; Computer science; Total harmonic distortion; Power factor; Engineering; Control theory (sociology); Voltage; Electrical engineering","score_opus":0.04642132185533193,"score_gpt":0.2412278513104172,"score_spread":0.19480652945508528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502362141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6221093,0.00013578574,0.36588517,0.00014153872,0.0042704437,0.0010849775,0.00008746607,0.0022757363,0.0040095774],"genre_scores_gemma":[0.8988435,0.0002060697,0.09898772,0.0005177536,0.0003859633,0.00015845994,0.00001676185,0.00036981722,0.0005139091],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9950429,0.000021566271,0.0010276403,0.0012232178,0.0007360044,0.0019486385],"domain_scores_gemma":[0.9978251,0.0000894134,0.00021916315,0.0004962379,0.0005790358,0.00079108856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053457526,0.0012294122,0.0010134617,0.00028159958,0.00024667397,0.00053495035,0.0010842764,0.000475317,0.0002944406],"category_scores_gemma":[0.00014604033,0.0013978304,0.0006089827,0.0006395825,0.00015791273,0.0009775003,0.00028795,0.0010679074,0.00040685403],"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":[0.00006776642,0.0006109634,0.00043185905,0.0016844791,0.0009845466,0.0000073788997,0.09222804,0.020973112,0.8428668,0.00008562341,0.03821577,0.0018436798],"study_design_scores_gemma":[0.0009980133,0.00009320121,0.00014748191,0.0008009647,0.00009421769,0.000040718085,0.003025236,0.9731911,0.010477904,0.0000038992557,0.009471438,0.0016558239],"about_ca_topic_score_codex":0.000029567227,"about_ca_topic_score_gemma":9.3688965e-7,"teacher_disagreement_score":0.952218,"about_ca_system_score_codex":0.0008229427,"about_ca_system_score_gemma":0.00005569079,"threshold_uncertainty_score":0.9988471},"labels":[],"label_agreement":null}]}