{"meta":{"query_hash":"32f49bfe5a3e","filters":{"venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/32f49bfe5a3e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+the+Annual+Conference+of+the+IEEE+Industrial+Electronics+Society"},"results":[{"id":"W1976805541","doi":"10.1109/iecon.2006.347275","title":"Real Time Linear Control implementation Based on Experimentally Validated Small Signal Model of a Three-Phase Three-Level Boost-Type Vienna Rectifier","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Canada Research Chairs","keywords":"Total harmonic distortion; Control theory (sociology); Small-signal model; Rectifier (neural networks); Power factor; Controller (irrigation); Three-phase; DSPACE; Digital control; Electronic engineering; MATLAB; Harmonic; Inductor; Computer science; Voltage; Engineering; Electrical engineering; Control (management)","score_opus":0.05237948883133132,"score_gpt":0.2674064133281374,"score_spread":0.2150269244968061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976805541","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":[0.04563178,0.00010866674,0.94636863,0.00007826882,0.00006817775,0.00016308112,0.00006442111,0.0020299007,0.0054869475],"genre_scores_gemma":[0.9388579,0.00008779169,0.05837623,0.000029422945,0.0000122680685,0.00016371689,0.000086731656,0.00004896737,0.0023368984],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996394,0.00007449354,0.000025364856,0.000055178265,0.00017697098,0.000028623375],"domain_scores_gemma":[0.99963796,0.000114335344,0.00003948111,0.00007713824,0.00011768977,0.00001340339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005412829,0.00048875035,0.0003643727,0.00019538739,0.00019484396,0.0006297118,0.00083123194,0.0003849495,0.0035161918],"category_scores_gemma":[0.0008337577,0.00016450639,0.00033173626,0.00010924346,0.0003062145,0.00045705205,0.00028232436,0.0006882721,0.00073997054],"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":[0.0008350304,0.0003870149,0.0019600324,0.0013603083,0.00013106543,0.0004266431,0.00058954506,0.3580441,0.44232002,0.023739904,0.0018015322,0.16840474],"study_design_scores_gemma":[0.00013347644,0.00082963175,0.00089500006,0.00003576683,0.000048524875,0.00016670192,0.000039508952,0.81004524,0.17940363,0.0015258811,0.006847573,0.000029159923],"about_ca_topic_score_codex":0.00093239074,"about_ca_topic_score_gemma":0.000835585,"teacher_disagreement_score":0.0035161918,"about_ca_system_score_codex":0.00030244756,"about_ca_system_score_gemma":0.00039264225,"threshold_uncertainty_score":0.011762857},"labels":[],"label_agreement":null},{"id":"W2127787408","doi":"10.1109/iecon.2006.347900","title":"A Current Flow Model for m-Level Diode-Clamped Multilevel Converters","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Converters; Electronic engineering; Diode; Computer science; Power electronics; Network topology; Power (physics); Capacitor; Voltage; Topology (electrical circuits); Modulation (music); Engineering; Electrical engineering; Physics","score_opus":0.058589302467095865,"score_gpt":0.23657852150606512,"score_spread":0.17798921903896925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127787408","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":[0.0037763112,0.0005258725,0.97628796,0.00022195373,0.000098837074,0.00012209569,0.00018084301,0.00042043228,0.018365653],"genre_scores_gemma":[0.66728294,0.0039490527,0.28540906,0.00058204075,0.00034436941,0.0009136036,0.0007899111,0.00018674723,0.040542297],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982893,0.000031137744,0.000015009557,0.000034801647,0.000074795775,0.000015268679],"domain_scores_gemma":[0.9998946,0.000026547932,0.000020381014,0.000013536667,0.000039668048,0.000005260224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033279648,0.0006148984,0.00051506213,0.00059385755,0.00044631984,0.001135985,0.0018052069,0.0016104623,0.006310563],"category_scores_gemma":[0.0005775837,0.0002723285,0.0007771149,0.00070197904,0.0003176299,0.001960047,0.00037555172,0.0009849904,0.0022734466],"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":[0.00009244021,0.00011512569,0.0004928013,0.00043205806,0.000029207407,0.00059666106,0.0003363912,0.5976934,0.026411137,0.29700315,0.006627889,0.07016977],"study_design_scores_gemma":[0.00001515091,0.000059616694,0.00008485638,0.000024070741,0.000008727412,0.00012563873,0.000014423072,0.9722517,0.00110518,0.01895136,0.007349155,0.000010095879],"about_ca_topic_score_codex":0.0024398295,"about_ca_topic_score_gemma":0.0014052271,"teacher_disagreement_score":0.006310563,"about_ca_system_score_codex":0.0005694461,"about_ca_system_score_gemma":0.0005745071,"threshold_uncertainty_score":0.021110892},"labels":[],"label_agreement":null},{"id":"W2155623974","doi":"10.1109/iecon.2006.347877","title":"Design and Control of a Four Steered Wheeled Mobile Robot","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Control and Dynamics of Mobile Robots","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Holonomic; Mobile robot; Mechanism (biology); Robot; Computer science; Omnidirectional antenna; Novelty; Holonomic constraints; Kinematics; Control (management); Control theory (sociology); Control engineering; Simulation; Engineering; Artificial intelligence; Physics","score_opus":0.016653966405066195,"score_gpt":0.19360792085706233,"score_spread":0.17695395445199613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155623974","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":[0.048770797,0.00035766614,0.9447342,0.00010941343,0.000109480534,0.00010248499,0.000030523228,0.00042248884,0.005362864],"genre_scores_gemma":[0.8384415,0.0004642514,0.15503064,0.00006651049,0.0000358957,0.00030229113,0.00006074613,0.000032316162,0.0055659455],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998373,0.000030412395,0.000009175243,0.000028305436,0.000067733956,0.000027099073],"domain_scores_gemma":[0.99988556,0.000017755314,0.00003822707,0.0000098799455,0.000032950305,0.00001568746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030896958,0.00046853774,0.00041128095,0.00027834764,0.00034867122,0.000669126,0.0006612357,0.00041817455,0.0007799315],"category_scores_gemma":[0.0002863262,0.00027245007,0.00031909315,0.00018307309,0.00042345503,0.00020789856,0.0005577315,0.0003389416,0.00034095536],"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":[0.00031490665,0.00008869378,0.0014088528,0.00039062428,0.000090540976,0.0007457836,0.00044008557,0.63992405,0.15975334,0.039581764,0.0012589139,0.15600236],"study_design_scores_gemma":[0.00008636851,0.0005451575,0.00064568606,0.000027816397,0.000035187975,0.0001772483,0.00006800491,0.97353125,0.011237207,0.0030447738,0.010569758,0.000031494896],"about_ca_topic_score_codex":0.0016216742,"about_ca_topic_score_gemma":0.0015361418,"teacher_disagreement_score":0.0016216742,"about_ca_system_score_codex":0.0002772908,"about_ca_system_score_gemma":0.0006426414,"threshold_uncertainty_score":0.0032244325},"labels":[],"label_agreement":null},{"id":"W2165294756","doi":"10.1109/iecon.2006.348041","title":"A New High Frequency Modeling Technique of Travelling Waves in Long Cable PWM Drives","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Canada Research Chairs","keywords":"Emtp; Waveform; MATLAB; Inverter; Electrical impedance; Voltage; Transient (computer programming); Electronic engineering; Frequency domain; Time domain; Pulse-width modulation; Modeling and simulation; Computer science; Lossless compression; Adjustable-speed drive; Engineering; Electrical engineering; Simulation; Electric power system; Physics; Power (physics)","score_opus":0.01613495219927435,"score_gpt":0.20775719646745944,"score_spread":0.19162224426818508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165294756","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034756458,0.00009251018,0.99476284,0.000024818102,0.000019028119,0.000012875524,0.000012474018,0.00010183799,0.0014979327],"genre_scores_gemma":[0.4873439,0.0016421354,0.49787605,0.00009635216,0.00012719068,0.00022412218,0.00018518342,0.00021556065,0.012289495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981755,0.0000392733,0.000012720516,0.000023900422,0.00009481377,0.000011631551],"domain_scores_gemma":[0.9998416,0.000058670004,0.000024175632,0.0000252506,0.000044932873,0.0000053829863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025741573,0.0005698321,0.0003335073,0.0003918389,0.00021364378,0.0005726161,0.0008800732,0.0005921622,0.0014930136],"category_scores_gemma":[0.0006285276,0.00022471785,0.0005854531,0.00041705268,0.00030091513,0.0012551311,0.00031256216,0.00076433684,0.0005319473],"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":[0.000095517964,0.00009096743,0.00085679383,0.00041704703,0.00008275178,0.00072965777,0.00063390686,0.4622844,0.1347005,0.22206943,0.0022170343,0.17582193],"study_design_scores_gemma":[0.000009595152,0.000079811834,0.00014296632,0.000018259438,0.000019218114,0.00025965323,0.000034240595,0.96685153,0.010048353,0.013360483,0.0091626905,0.000013123601],"about_ca_topic_score_codex":0.00095020706,"about_ca_topic_score_gemma":0.0006081351,"teacher_disagreement_score":0.0014930136,"about_ca_system_score_codex":0.00027008308,"about_ca_system_score_gemma":0.0002991083,"threshold_uncertainty_score":0.004994631},"labels":[],"label_agreement":null},{"id":"W2539483526","doi":"10.1109/iecon.2006.347993","title":"Pulse Density Modulation Pattern Optimization using Genetic Algorithms","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Total harmonic distortion; Converters; Power factor; Pulse-width modulation; Power (physics); Electronic engineering; Power density; Voltage; Distortion (music); Modulation (music); Control theory (sociology); Pulse-density modulation; Computer science; Engineering; Electrical engineering; Pulse (music); Physics; Pulse-amplitude modulation; Acoustics","score_opus":0.026944006605668192,"score_gpt":0.2156088152655442,"score_spread":0.188664808659876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539483526","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":[0.051514696,0.00036034617,0.940161,0.00024065476,0.000051175066,0.00017534992,0.00006444424,0.000807442,0.0066249683],"genre_scores_gemma":[0.38244084,0.0002595129,0.61192536,0.00017145672,0.00003241633,0.000619227,0.0002160791,0.00013658425,0.004198539],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972445,0.000097483215,0.00001317009,0.000048012877,0.00008127747,0.000035512337],"domain_scores_gemma":[0.9990356,0.0006736017,0.00007427487,0.000045112494,0.00014998185,0.000021434083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060226826,0.0009043438,0.0007794879,0.0012164656,0.0003646012,0.00067687774,0.00078688614,0.0011087771,0.0023511313],"category_scores_gemma":[0.0023055682,0.00046346072,0.00063181313,0.0010156744,0.0005271467,0.0004558516,0.0005332817,0.0006989937,0.00037869078],"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":[0.00004093443,0.00008050898,0.00057758216,0.00004967072,0.00003932828,0.000045942288,0.00004425839,0.89871,0.0016491967,0.00461302,0.00078067643,0.09336886],"study_design_scores_gemma":[0.000020682633,0.000026811835,0.00007739588,0.000004543709,0.0000070256256,0.000010271378,0.0000082186225,0.99716836,0.0004386285,0.0017492253,0.00048566406,0.0000032058504],"about_ca_topic_score_codex":0.0043512355,"about_ca_topic_score_gemma":0.0034611316,"teacher_disagreement_score":0.0043512355,"about_ca_system_score_codex":0.0007380188,"about_ca_system_score_gemma":0.00093795377,"threshold_uncertainty_score":0.008651793},"labels":[],"label_agreement":null},{"id":"W2540458322","doi":"10.1109/iecon.2006.348032","title":"Hybrid Neural Fuzzy Sliding Mode Control of Flexible-Joint Manipulators with Unknown Dynamics","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; University of Ottawa","funders":"","keywords":"Control theory (sociology); Inverse dynamics; Artificial neural network; Controller (irrigation); Computer science; Sliding mode control; Feed forward; Nonlinear system; Fuzzy logic; Fuzzy control system; Feedforward neural network; Control engineering; Control (management); Engineering; Artificial intelligence","score_opus":0.02180053581051293,"score_gpt":0.20777092813106798,"score_spread":0.18597039232055507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540458322","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":[0.11551622,0.0007480437,0.8795071,0.0001311074,0.00012723482,0.00003258312,0.00002377314,0.00024296471,0.003670949],"genre_scores_gemma":[0.97131324,0.00017149886,0.025847433,0.000030436608,0.000025054864,0.000043815595,0.000023089726,0.000006653361,0.0025388016],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986076,0.000026483413,0.000009615414,0.000031998356,0.00005209259,0.000019026993],"domain_scores_gemma":[0.9998311,0.000058402213,0.000034246103,0.00001707976,0.00004818603,0.000010992745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037466435,0.0004361254,0.00034583992,0.00016900612,0.0002993217,0.0003719692,0.00063209294,0.0005797161,0.0008261506],"category_scores_gemma":[0.000514066,0.00018492239,0.00032165053,0.00015866844,0.00043603854,0.0005357152,0.00037732683,0.00041130412,0.00010360751],"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":[0.00023196502,0.00006366325,0.00063212856,0.00020343349,0.00007503253,0.00041727172,0.00019936179,0.8401643,0.038187496,0.0117632495,0.00069179916,0.10737026],"study_design_scores_gemma":[0.000018261191,0.00010003821,0.00028464882,0.0000060266184,0.000009789726,0.00002986437,0.000009034136,0.9961392,0.0017012255,0.0011838761,0.0005102569,0.000007762982],"about_ca_topic_score_codex":0.0028280013,"about_ca_topic_score_gemma":0.0034865807,"teacher_disagreement_score":0.0028280013,"about_ca_system_score_codex":0.00027080017,"about_ca_system_score_gemma":0.00026180764,"threshold_uncertainty_score":0.005623102},"labels":[],"label_agreement":null},{"id":"W2540837166","doi":"10.1109/iecon.2006.347892","title":"Real-Time Simulation of PWM Power Converters in a Doubly-Fed Induction Generator Using Switching-Function-Based Models","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université Laval","funders":"","keywords":"Converters; Pulse-width modulation; Induction generator; Computer science; Control theory (sociology); Interpolation (computer graphics); Power (physics); Generator (circuit theory); Real-time simulation; Wind power; Electronic engineering; Turbine; Engineering; Simulation; Electrical engineering; Physics","score_opus":0.024657582133163804,"score_gpt":0.22257155151645497,"score_spread":0.19791396938329117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540837166","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":[0.34623834,0.0002750051,0.64057827,0.00015261183,0.000064662025,0.00012367713,0.00022245319,0.0011798705,0.011165155],"genre_scores_gemma":[0.9634079,0.00020993409,0.034028172,0.00002017622,0.0000064883297,0.00009688835,0.00015924191,0.00006428251,0.0020070393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984384,0.000065190376,0.000008227184,0.000014363167,0.000053824468,0.000014460379],"domain_scores_gemma":[0.999405,0.00042250042,0.00003379858,0.000050881303,0.000067454166,0.00002027558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041626985,0.00050109735,0.00047692147,0.00023078776,0.00020956415,0.0005559222,0.0006350814,0.0006786227,0.0018442834],"category_scores_gemma":[0.0012874054,0.00024536665,0.00034005,0.00023813834,0.00033130328,0.0006691652,0.00019653708,0.00061181217,0.00022422988],"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":[0.0000472456,0.000027150021,0.0003070616,0.000028505778,0.000008232165,0.000043306864,0.00004688804,0.99093455,0.002247863,0.0020851702,0.000088550456,0.004135463],"study_design_scores_gemma":[0.0000073522506,0.000020830374,0.0000668969,0.0000027530346,0.0000027277263,0.0000075931566,0.000005185213,0.99832505,0.00095337344,0.00032764042,0.00027852718,0.000001966676],"about_ca_topic_score_codex":0.0023228265,"about_ca_topic_score_gemma":0.0015216252,"teacher_disagreement_score":0.0023228265,"about_ca_system_score_codex":0.00041965346,"about_ca_system_score_gemma":0.00036518072,"threshold_uncertainty_score":0.0061697364},"labels":[],"label_agreement":null},{"id":"W2541494747","doi":"10.1109/iecon.2006.347843","title":"A Resonant Gate Drive Circuit with Reduced MOSFET Switching and Gate Losses","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Gate driver; Inductance; MOSFET; Electrical engineering; RLC circuit; Power MOSFET; Logic gate; Power (physics); Electronic circuit; Electronic engineering; Optoelectronics; Materials science; Physics; Capacitor; Engineering; Voltage; Transistor","score_opus":0.01621710319728301,"score_gpt":0.19650470358452263,"score_spread":0.18028760038723962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541494747","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":[0.25155962,0.0021098075,0.72474205,0.0004414921,0.00056299556,0.00030756605,0.0002432201,0.0045955903,0.015437777],"genre_scores_gemma":[0.83247024,0.0005907588,0.15671079,0.00039657927,0.00014573094,0.00012473257,0.00022025815,0.00021179394,0.009129134],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998337,0.000010781531,0.000009569806,0.0000406857,0.000082231665,0.000023013085],"domain_scores_gemma":[0.9998518,0.000033565208,0.0000210941,0.000016205553,0.0000654586,0.000011874817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012836902,0.0002405924,0.00040339693,0.00023695451,0.00018759393,0.0004251356,0.0013198986,0.0004501716,0.0021442866],"category_scores_gemma":[0.0002668445,0.00015392067,0.00022070314,0.00017543015,0.00021447793,0.0008251954,0.00023720789,0.00031591512,0.00057203055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020366797,0.00008441267,0.0002913019,0.00038815758,0.00003586618,0.00015682267,0.00007893379,0.0012730717,0.8677785,0.0064029456,0.0021120564,0.12119418],"study_design_scores_gemma":[0.00024331523,0.0013439052,0.0026572708,0.00004204004,0.00019525271,0.0020804682,0.00005477484,0.0594369,0.8716227,0.0016745368,0.060580697,0.00006816539],"about_ca_topic_score_codex":0.00030589759,"about_ca_topic_score_gemma":0.0007177472,"teacher_disagreement_score":0.0021442866,"about_ca_system_score_codex":0.0003604627,"about_ca_system_score_gemma":0.00028584996,"threshold_uncertainty_score":0.0071733},"labels":[],"label_agreement":null},{"id":"W2542152649","doi":"10.1109/iecon.2006.347890","title":"Interactive Bank of Unscented Kalman Filters for Fault Detection and Isolation in Reaction Wheel Actuators of Satellite Attitude Control System","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":33,"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":"Kalman filter; Fault detection and isolation; Control theory (sociology); Actuator; Fault (geology); Extended Kalman filter; Engineering; Attitude control; Satellite; Computer science; Control engineering; Control (management); Artificial intelligence; Aerospace engineering","score_opus":0.011399516502506094,"score_gpt":0.21040818023390653,"score_spread":0.19900866373140044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542152649","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":[0.015129699,0.00014219056,0.9834415,0.000052753294,0.000026103744,0.000017727663,0.000014187555,0.00057961483,0.00059623993],"genre_scores_gemma":[0.8551823,0.00023408615,0.14265256,0.00007637752,0.000038580758,0.000092300106,0.000112324546,0.000038663446,0.0015728088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939644,0.00013134173,0.00004808096,0.00011227901,0.00023757841,0.000074215575],"domain_scores_gemma":[0.9989386,0.00043672798,0.0001963766,0.00011760139,0.000276021,0.000034699107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008054391,0.00072496734,0.00065669476,0.00029681556,0.0003077777,0.0006010223,0.0007781765,0.00073346455,0.0011067505],"category_scores_gemma":[0.0033752779,0.00038035054,0.00062206417,0.00018211117,0.00037921767,0.0006643061,0.00058763905,0.0010630003,0.0003716649],"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":[0.00043103832,0.00013245556,0.0031652423,0.00019500554,0.0001336018,0.00014549606,0.00030929648,0.77728707,0.025587613,0.0073845843,0.0010404671,0.18418816],"study_design_scores_gemma":[0.000009405105,0.00005493889,0.00036593614,0.000005972948,0.000013360314,0.000015540994,0.00000795497,0.9950067,0.0037477133,0.00037999553,0.0003862598,0.0000063014036],"about_ca_topic_score_codex":0.007460813,"about_ca_topic_score_gemma":0.006862751,"teacher_disagreement_score":0.007460813,"about_ca_system_score_codex":0.00053278886,"about_ca_system_score_gemma":0.0009877594,"threshold_uncertainty_score":0.014834762},"labels":[],"label_agreement":null},{"id":"W2542176457","doi":"10.1109/iecon.2006.347846","title":"Damping Control in Magnetic Levitation of Micro Objects","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced MEMS and NEMS Technologies","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":"Levitation; Magnetic levitation; Magnet; Vibration; Eddy current; Electrodynamic suspension; Magnetic field; Magnetic damping; Acoustic levitation; Physics; Control theory (sociology); Controller (irrigation); Electrical conductor; Acoustics; Mechanical engineering; Engineering; Computer science; Electrical engineering; Magnetic energy; Control (management); Magnetization","score_opus":0.014744347543120335,"score_gpt":0.20598345953367767,"score_spread":0.19123911199055732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542176457","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":[0.3303159,0.0019435878,0.6586747,0.0003038313,0.00012495668,0.00003733338,0.00002098131,0.0009638337,0.0076148114],"genre_scores_gemma":[0.9707121,0.00026874573,0.026132716,0.000036664605,0.000039034552,0.000027210206,0.000014198316,0.000050754268,0.0027185893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998863,0.000014266779,0.000004437329,0.000022671864,0.00005910523,0.000013192097],"domain_scores_gemma":[0.99988055,0.000050188275,0.00002335236,0.000008425326,0.000028080432,0.0000093223325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116312855,0.00023038127,0.00018552483,0.00016712141,0.00021454133,0.00025006346,0.0003096658,0.00022241785,0.0007790608],"category_scores_gemma":[0.00035008113,0.00011066139,0.00008530094,0.00007565401,0.0002835147,0.00030573053,0.00036056238,0.00018355569,0.00024717514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015860409,0.000024034565,0.000285262,0.0001339844,0.000009707639,0.00013145442,0.00023492778,0.015873423,0.90941465,0.003968897,0.00036684706,0.069398165],"study_design_scores_gemma":[0.00006968054,0.0007820624,0.0015997724,0.00003016317,0.000021418386,0.0003432774,0.00012257688,0.60959077,0.36739287,0.0036497614,0.016358757,0.000038904152],"about_ca_topic_score_codex":0.00029870166,"about_ca_topic_score_gemma":0.00032658334,"teacher_disagreement_score":0.0007790608,"about_ca_system_score_codex":0.00018176613,"about_ca_system_score_gemma":0.0000828355,"threshold_uncertainty_score":0.002606213},"labels":[],"label_agreement":null},{"id":"W2542358956","doi":"10.1109/iecon.2006.348134","title":"ARM - Adaptive Risk Management Platform for Emergency Response Operations","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Testbed; Computer science; Server; Wireless; Emergency response; Embedded system; Emergency management; Distributed computing; Computer network; Operating system","score_opus":0.03625662861772096,"score_gpt":0.24867769462909875,"score_spread":0.21242106601137778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542358956","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":[0.07216643,0.00035594264,0.8417678,0.00062531716,0.00019053106,0.0006101479,0.0006076683,0.050735854,0.03294024],"genre_scores_gemma":[0.6175932,0.00031382995,0.3589851,0.00028718144,0.00011121649,0.0004900316,0.001482864,0.00074220775,0.019994216],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996803,0.00007202265,0.000019940702,0.00004599552,0.00012858384,0.000053221218],"domain_scores_gemma":[0.99960035,0.00008168861,0.000056707377,0.00009193164,0.00008475296,0.00008464861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058792025,0.00063781155,0.0003088909,0.00032535705,0.00031405178,0.0011120553,0.0012994534,0.0006766433,0.0073432294],"category_scores_gemma":[0.0013010603,0.00026171628,0.00029429814,0.00018000414,0.00025409315,0.001272169,0.001315884,0.0009454083,0.002230372],"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":[0.002381375,0.0010182911,0.0058857,0.0006281949,0.00017584294,0.0019503816,0.00072973344,0.16374922,0.22560962,0.11202208,0.06475075,0.4210989],"study_design_scores_gemma":[0.0002774388,0.0008762313,0.0041750805,0.00011498932,0.0001072032,0.0009328923,0.000111839996,0.7553371,0.062982805,0.03215253,0.14279833,0.00013341577],"about_ca_topic_score_codex":0.00053751766,"about_ca_topic_score_gemma":0.00043199208,"teacher_disagreement_score":0.0073432294,"about_ca_system_score_codex":0.00026379156,"about_ca_system_score_gemma":0.0005271587,"threshold_uncertainty_score":0.024565578},"labels":[],"label_agreement":null},{"id":"W2542839128","doi":"10.1109/iecon.2006.347876","title":"A Variable Frequency PWM Rectifier for Wind Driven Induction Generators","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Induction generator; Pulse-width modulation; Rectifier (neural networks); Control theory (sociology); PWM rectifier; Wind power; Capacitance; Variable (mathematics); Generator (circuit theory); Power (physics); Physics; Engineering; Computer science; Electrical engineering; Voltage; Control (management); Mathematics; Electrode","score_opus":0.022120110834036668,"score_gpt":0.206991595058738,"score_spread":0.18487148422470132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542839128","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":[0.013409143,0.0011417893,0.96173483,0.00015577271,0.00023755015,0.000107053565,0.000036885114,0.0006107869,0.022566184],"genre_scores_gemma":[0.60111535,0.002874333,0.36045375,0.00023644713,0.0003315951,0.00017434898,0.00018700991,0.00013358472,0.03449363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978477,0.000031212592,0.000013016359,0.00003190689,0.00012852837,0.000010596404],"domain_scores_gemma":[0.9999362,0.00001302926,0.000009645742,0.000011514742,0.000023810548,0.000005696646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015915347,0.0001654859,0.00027705668,0.00014167129,0.00021064612,0.0005156654,0.0007203021,0.00042868633,0.0027803327],"category_scores_gemma":[0.00027201633,0.00015097915,0.00024170845,0.00028885776,0.00017780463,0.0006280668,0.00019918311,0.0006584285,0.0014491685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001750253,0.00012444693,0.00047062134,0.00060004165,0.000038001075,0.00058773445,0.00015078197,0.018443068,0.4494585,0.0968699,0.003802551,0.42927936],"study_design_scores_gemma":[0.0002784668,0.0024318004,0.0018848754,0.00021622538,0.00013342696,0.0039337915,0.000098506796,0.40230507,0.23002481,0.025893891,0.33271617,0.00008298261],"about_ca_topic_score_codex":0.00017456847,"about_ca_topic_score_gemma":0.0003706789,"teacher_disagreement_score":0.0027803327,"about_ca_system_score_codex":0.00017576333,"about_ca_system_score_gemma":0.00028130147,"threshold_uncertainty_score":0.009301066},"labels":[],"label_agreement":null},{"id":"W2543735223","doi":"10.1109/iecon.2006.347508","title":"Evaluation on basic resonant structures and voltage clamping techniques","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced DC-DC Converters","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":"Dalhousie University","funders":"","keywords":"Clamping; Network topology; Topology (electrical circuits); Insulated-gate bipolar transistor; Clamper; Voltage; Electronic engineering; Power (physics); Electrical engineering; Computer science; Materials science; Engineering; Physics; Mechanical engineering","score_opus":0.02601718636013869,"score_gpt":0.23927919883495682,"score_spread":0.21326201247481813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543735223","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":[0.8538104,0.0069473884,0.07585009,0.00025710673,0.00015984595,0.00028343062,0.00038638938,0.0007701688,0.06153521],"genre_scores_gemma":[0.96974653,0.001657229,0.02069695,0.000034418626,0.000029807472,0.00004612574,0.0002393868,0.000091484835,0.0074580503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994235,0.000065172164,0.000021867074,0.00007818661,0.00034866272,0.000062598876],"domain_scores_gemma":[0.9993382,0.00020412232,0.00007276783,0.00009455218,0.00025765388,0.00003266885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006341774,0.00037003262,0.00027013564,0.0006397915,0.00029259964,0.00050920626,0.00065652333,0.00044139154,0.004478233],"category_scores_gemma":[0.0012827286,0.00015041271,0.00037170935,0.0004959527,0.000231882,0.0010086058,0.00026777727,0.00027577954,0.0007027137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055877265,0.00016464619,0.001849652,0.0006679984,0.0000361132,0.0001275082,0.00019854044,0.004840386,0.8619604,0.0047377036,0.00082615396,0.12403221],"study_design_scores_gemma":[0.000050843457,0.002430094,0.0074887006,0.00008309522,0.00015422351,0.00079609227,0.00019116922,0.01942326,0.94639975,0.0010224917,0.021927172,0.00003305867],"about_ca_topic_score_codex":0.00029714542,"about_ca_topic_score_gemma":0.00041801395,"teacher_disagreement_score":0.004478233,"about_ca_system_score_codex":0.0003694744,"about_ca_system_score_gemma":0.00019330236,"threshold_uncertainty_score":0.01498121},"labels":[],"label_agreement":null},{"id":"W2544712864","doi":"10.1109/iecon.2006.347243","title":"A TINI Development Environment for Eclipse","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Eclipse; Development environment; Computer science; Test-driven development; Software engineering; Compiler; Perspective (graphical); Plug-in; Software development; Systems engineering; Operating system; Software; Engineering; Artificial intelligence","score_opus":0.04332822654104915,"score_gpt":0.2480843108928328,"score_spread":0.20475608435178366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544712864","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030021833,0.00036082845,0.74127036,0.0003051414,0.00031556663,0.0008874834,0.009272035,0.21121016,0.033376317],"genre_scores_gemma":[0.022269245,0.000925441,0.8288654,0.0003833599,0.00009525289,0.002302877,0.04913853,0.06822513,0.027794704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986156,0.00026515705,0.00023390725,0.00020212217,0.0005263947,0.00015670861],"domain_scores_gemma":[0.99759597,0.00086910714,0.00015373225,0.00049806543,0.0006547246,0.0002283748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027338879,0.0011319197,0.00082650245,0.0017161268,0.0005913143,0.0016039275,0.0028627776,0.0008123492,0.021544222],"category_scores_gemma":[0.0073311334,0.0015547149,0.0011723884,0.0009967107,0.00037518583,0.0018407746,0.0022992624,0.0028103215,0.017916104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008285602,0.00042071703,0.0033827717,0.0019869853,0.00020287244,0.0011460468,0.00094986474,0.014171765,0.027394027,0.043552287,0.47840047,0.42756355],"study_design_scores_gemma":[0.0004309501,0.000119438555,0.0021402212,0.0003523456,0.000079518475,0.0013014578,0.00009999529,0.044653818,0.01554547,0.0151037425,0.9200252,0.00014774667],"about_ca_topic_score_codex":0.002183566,"about_ca_topic_score_gemma":0.003889729,"teacher_disagreement_score":0.021544222,"about_ca_system_score_codex":0.0007423299,"about_ca_system_score_gemma":0.0020167448,"threshold_uncertainty_score":0.072072566},"labels":[],"label_agreement":null},{"id":"W2545305812","doi":"10.1109/iecon.2006.348036","title":"A New Cycle by Cycle Controller for a Three Level Resonant Single Stage Power Factor Correction Converter","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced DC-DC Converters","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":"Queen's University","funders":"","keywords":"Control theory (sociology); Boost converter; Controller (irrigation); Voltage controller; Voltage regulation; Voltage; Forward converter; Integrating ADC; Pulse-width modulation; Buck converter; Power factor; Voltage divider; Buck–boost converter; Engineering; Computer science; Voltage droop; Electrical engineering; Control (management)","score_opus":0.026427428427439812,"score_gpt":0.21824238777883223,"score_spread":0.19181495935139242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545305812","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":[0.025451224,0.00043442196,0.9627533,0.00010300816,0.0002570627,0.00023262449,0.00007130501,0.0036433125,0.007053769],"genre_scores_gemma":[0.69725686,0.00038267105,0.2859747,0.00029085964,0.00015699891,0.00027801865,0.00017587775,0.0002013416,0.015282687],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961025,0.000025938287,0.000021328378,0.00006816514,0.0002511462,0.000023153016],"domain_scores_gemma":[0.99983656,0.000029830062,0.000016291213,0.000025182466,0.00007883233,0.000013340956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024009995,0.00032713552,0.00042578555,0.00045345057,0.00032613092,0.0006983165,0.0012323621,0.00042595624,0.0039103655],"category_scores_gemma":[0.0003488403,0.00016526168,0.000222061,0.00030597168,0.0002560345,0.0004290097,0.00020501061,0.0006735698,0.00074808317],"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":[0.00041579845,0.0002060563,0.0006181165,0.00034737104,0.000053879972,0.00029945327,0.00022980865,0.012030662,0.340264,0.010439668,0.0042359703,0.6308593],"study_design_scores_gemma":[0.0004173954,0.0014986442,0.002125101,0.00007122973,0.00012586081,0.001981317,0.00005049673,0.5986106,0.29294193,0.0040579094,0.09796453,0.0001550551],"about_ca_topic_score_codex":0.0010382353,"about_ca_topic_score_gemma":0.0015751949,"teacher_disagreement_score":0.0039103655,"about_ca_system_score_codex":0.00037929468,"about_ca_system_score_gemma":0.00047678052,"threshold_uncertainty_score":0.013081491},"labels":[],"label_agreement":null},{"id":"W2546272961","doi":"10.1109/iecon.2006.347421","title":"Intelligent Speed Control of Interior Permanent Magnet Motor Drives","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Sensorless Control of Electric Motors","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":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Artificial neural network; Control engineering; Controller (irrigation); Control theory (sociology); Electronic speed control; Set (abstract data type); Machine control; Motor drive; Artificial neuron; Control (management); Engineering; Artificial intelligence; Electrical engineering","score_opus":0.01623503440132442,"score_gpt":0.20784899224573258,"score_spread":0.19161395784440816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546272961","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":[0.04898904,0.0011584585,0.93799055,0.00012214837,0.000224422,0.000033974644,0.000029006585,0.0014587753,0.00999362],"genre_scores_gemma":[0.9082871,0.0006122421,0.08571061,0.00005362303,0.000095957366,0.00003582305,0.000054015774,0.00005760718,0.005093012],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997873,0.000028051156,0.000018888953,0.0000414998,0.00010718491,0.0000172743],"domain_scores_gemma":[0.9998055,0.000047915037,0.000031576838,0.00002545661,0.00007934042,0.000010143038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020350204,0.0003245887,0.00030095474,0.00019298855,0.00016740545,0.00041180372,0.00048264425,0.00024899098,0.0007418123],"category_scores_gemma":[0.0005745572,0.00011570466,0.00014426757,0.00012659463,0.00021428068,0.00041229808,0.0002253506,0.0003997135,0.00028837266],"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":[0.0002479771,0.00010425743,0.0014046065,0.00040968935,0.000045028642,0.00020100937,0.00014824809,0.17291082,0.1316675,0.015779138,0.0028438114,0.6742379],"study_design_scores_gemma":[0.000052678377,0.00034663212,0.0019264751,0.00003147451,0.00003655556,0.00028180424,0.000022473598,0.9355308,0.035685558,0.005932773,0.020126458,0.00002635953],"about_ca_topic_score_codex":0.00034116767,"about_ca_topic_score_gemma":0.00055250025,"teacher_disagreement_score":0.0007418123,"about_ca_system_score_codex":0.00014646564,"about_ca_system_score_gemma":0.0001713425,"threshold_uncertainty_score":0.0024815798},"labels":[],"label_agreement":null},{"id":"W2547505576","doi":"10.1109/iecon.2006.348031","title":"A new resonant gate drive circuit utilizing leakage inductance of transformer","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Leakage inductance; Duty cycle; Inductance; RLC circuit; Waveform; Electronic circuit; Gate driver; Electrical engineering; Transformer; Electronic engineering; MOSFET; Converters; Resonant inverter; Engineering; Voltage; Capacitor; Transistor; Inverter","score_opus":0.025529700720912842,"score_gpt":0.2110840244249751,"score_spread":0.18555432370406225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547505576","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":[0.08250893,0.0021737039,0.88891923,0.0003808279,0.00056008087,0.00021831784,0.00017014224,0.0035374814,0.021531204],"genre_scores_gemma":[0.82982427,0.0012047347,0.15268914,0.00074468245,0.0002474257,0.000107831984,0.00022352344,0.00017897743,0.014779451],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998061,0.000013480477,0.000013292622,0.00004057984,0.000100843485,0.000025632855],"domain_scores_gemma":[0.99991274,0.000017121045,0.000012993032,0.000010307715,0.000035866637,0.000010916581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012603107,0.0002589804,0.00031613174,0.00028157732,0.00014464099,0.00045962122,0.00090561085,0.0004592315,0.0022369046],"category_scores_gemma":[0.00017416778,0.0001666005,0.00023633492,0.00018906497,0.00020331993,0.0010169956,0.00031344188,0.00032139214,0.0006995718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017125101,0.00006825043,0.00051374524,0.00060451136,0.000052672287,0.0004474321,0.00012827001,0.0015213938,0.80054826,0.014024816,0.003191855,0.17872752],"study_design_scores_gemma":[0.00026531483,0.0016834097,0.0021962023,0.000072073526,0.00028029594,0.0070251906,0.00008492547,0.07189344,0.75958765,0.0040885876,0.15272222,0.000100807454],"about_ca_topic_score_codex":0.0001826649,"about_ca_topic_score_gemma":0.00038057452,"teacher_disagreement_score":0.0022369046,"about_ca_system_score_codex":0.00028350065,"about_ca_system_score_gemma":0.00024043005,"threshold_uncertainty_score":0.0074831843},"labels":[],"label_agreement":null},{"id":"W2547601588","doi":"10.1109/iecon.2006.347926","title":"A Wide Bandwidth Resonant-based Digitally Controlled 48V Voltage Regulator Module","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced DC-DC Converters","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":"Queen's University","funders":"","keywords":"Bandwidth (computing); Regulator; Voltage; Voltage regulator; Computer science; Low-dropout regulator; Electronic engineering; Closed loop; Crossover; Control theory (sociology); Engineering; Control engineering; Electrical engineering; Dropout voltage; Telecommunications; Control (management)","score_opus":0.011959706706007085,"score_gpt":0.19243235299714043,"score_spread":0.18047264629113335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547601588","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23127985,0.0006823455,0.735287,0.00048079103,0.00025295164,0.00039813254,0.0003957941,0.009785517,0.021437695],"genre_scores_gemma":[0.87834805,0.00018403491,0.10714943,0.00021522265,0.00011753952,0.00016575033,0.00016474364,0.00021609262,0.013439062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946064,0.000075260126,0.000024065825,0.00012469069,0.00026380358,0.000051552575],"domain_scores_gemma":[0.9997416,0.00006633117,0.000039811097,0.00005882459,0.0000740433,0.000019429728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033219613,0.00021224203,0.00042968683,0.00036108968,0.0002580293,0.0004756332,0.0016391394,0.0005452725,0.0059138685],"category_scores_gemma":[0.0005825165,0.000207644,0.0003090703,0.00018838656,0.00018231914,0.00056822726,0.00038381832,0.00043193816,0.002154319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025491888,0.00014798215,0.0005362352,0.00022507673,0.000038104507,0.00018000283,0.0001819283,0.0026984066,0.8793923,0.004483677,0.0019560237,0.1099054],"study_design_scores_gemma":[0.00028302622,0.0018154195,0.00472235,0.000061653336,0.00015754951,0.0026518265,0.00008691256,0.08220544,0.83987325,0.0020234282,0.06601295,0.00010612171],"about_ca_topic_score_codex":0.00019717167,"about_ca_topic_score_gemma":0.0002528329,"teacher_disagreement_score":0.0059138685,"about_ca_system_score_codex":0.00019758815,"about_ca_system_score_gemma":0.0002741163,"threshold_uncertainty_score":0.019783914},"labels":[],"label_agreement":null},{"id":"W2548185388","doi":"10.1109/iecon.2006.347302","title":"Data Hiding Scheme With Geometric Distortions Correction","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Robustness (evolution); Artificial intelligence; Computer vision; Feature (linguistics); Computer science; Digital watermarking; Information hiding; Channel (broadcasting); Rotation (mathematics); Feature extraction; Mathematics; Image (mathematics)","score_opus":0.04244876966402345,"score_gpt":0.2475987737074651,"score_spread":0.20515000404344166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548185388","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091906026,0.0013008495,0.9016873,0.0002563712,0.00023695834,0.00012597996,0.000087543085,0.0010316873,0.0033673977],"genre_scores_gemma":[0.63067484,0.0010418785,0.35703218,0.0001376383,0.00014987704,0.00011415318,0.00022770262,0.000078479075,0.010543263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999686,0.000022430711,0.000021790118,0.000069127185,0.00016657877,0.00003406395],"domain_scores_gemma":[0.9996855,0.000044461907,0.000057019595,0.00010735004,0.00008668461,0.000019071615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001628345,0.0004613459,0.0005836575,0.0005943272,0.00041448165,0.00030444373,0.00075549487,0.00042957213,0.0010916351],"category_scores_gemma":[0.00050086004,0.00023329239,0.00044266088,0.0005492888,0.00038011622,0.0014462783,0.000861455,0.00052505656,0.00045659285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032345674,0.000075304204,0.00082797103,0.00036867877,0.00008027328,0.0002868888,0.00027289285,0.014545388,0.5769096,0.020319765,0.001501681,0.38448808],"study_design_scores_gemma":[0.00013710909,0.00075455615,0.0019194181,0.00003963365,0.00014854479,0.002678695,0.00007356151,0.27495396,0.67877173,0.00631496,0.034063324,0.00014454439],"about_ca_topic_score_codex":0.00035366393,"about_ca_topic_score_gemma":0.0004070982,"teacher_disagreement_score":0.0010916351,"about_ca_system_score_codex":0.00033171757,"about_ca_system_score_gemma":0.00027873644,"threshold_uncertainty_score":0.0036518574},"labels":[],"label_agreement":null},{"id":"W2564792807","doi":"10.1109/iecon.2006.347675","title":"InfiniBand-Based Real-Time Simulation of HVDC, STATCOM, and SVC Devices with Commercial-Off-The-Shelf PCs and FPGAs","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"InfiniBand; Computer science; Field-programmable gate array; Embedded system; Xeon; Pentium; Controller (irrigation); Coprocessor; Real-time simulation; Software; Computer hardware; Operating system","score_opus":0.015295117498259233,"score_gpt":0.21403137475574407,"score_spread":0.19873625725748484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564792807","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":[0.44849595,0.0003223519,0.48734143,0.0001942623,0.00016749364,0.00019517873,0.001287417,0.008828248,0.053167734],"genre_scores_gemma":[0.9387652,0.00015065352,0.05228726,0.000039153183,0.000007360441,0.0001367943,0.00066140725,0.00028863925,0.0076634726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998822,0.00002663537,0.000006492481,0.00001855638,0.00004868739,0.00001751912],"domain_scores_gemma":[0.9998141,0.00009372071,0.000013632662,0.000028437575,0.00003555314,0.000014717722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000235579,0.00050790835,0.00032134648,0.00022258353,0.00024076035,0.000457595,0.0009005025,0.00035040217,0.0052319425],"category_scores_gemma":[0.00045116074,0.00026228532,0.00032298875,0.00021403852,0.00029033906,0.0004290493,0.00024087197,0.00051058293,0.00046498427],"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":[0.00015540904,0.000058704118,0.0010164403,0.00009267693,0.000025669078,0.00008428261,0.00008305447,0.9762161,0.0078533515,0.002658425,0.0010962653,0.010659647],"study_design_scores_gemma":[0.000033496217,0.000040687002,0.00026278387,0.000004481992,0.000008395566,0.000018337687,0.000011907859,0.9914123,0.0061225393,0.00036974854,0.0017090478,0.0000063044404],"about_ca_topic_score_codex":0.0057493853,"about_ca_topic_score_gemma":0.0055613397,"teacher_disagreement_score":0.0057493853,"about_ca_system_score_codex":0.0005689757,"about_ca_system_score_gemma":0.00062033656,"threshold_uncertainty_score":0.017502606},"labels":[],"label_agreement":null},{"id":"W2565355837","doi":"10.1109/iecon.2006.347676","title":"Real-Time Simulation of Permanent Magnet Motor Drive on FPGA Chip for High-Bandwidth Controller Tests and Validation","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Real-time simulation; Computer science; Hardware-in-the-loop simulation; Field-programmable gate array; VHDL; Settling time; Pulse-width modulation; Embedded system; Simulation; Computer hardware; Control engineering; Voltage; Engineering; Electrical engineering; Step response","score_opus":0.0156335500517588,"score_gpt":0.22397723743040635,"score_spread":0.20834368737864756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565355837","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":[0.548824,0.0004117966,0.39454135,0.0003654221,0.0004120268,0.00044170182,0.002052438,0.017696463,0.035254825],"genre_scores_gemma":[0.96221197,0.00009627496,0.032018397,0.000049582406,0.00000823505,0.00016019293,0.00058144267,0.00026444867,0.0046094423],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973637,0.000052180076,0.000017514176,0.000031088337,0.000121679885,0.000041191084],"domain_scores_gemma":[0.9996257,0.00013212912,0.000023631095,0.00007384151,0.00012420435,0.000020600246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610163,0.0006267954,0.00033285172,0.0002797033,0.0001947032,0.00045404834,0.0007085277,0.0003253809,0.0065577007],"category_scores_gemma":[0.0005869833,0.00015608873,0.00022431712,0.00015843593,0.00019352957,0.00034707092,0.00017167318,0.0004176379,0.0008556711],"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":[0.00078878907,0.00028185474,0.005565043,0.00072104594,0.00009687159,0.0007205565,0.00043562896,0.8117658,0.07731413,0.008070035,0.010794957,0.08344521],"study_design_scores_gemma":[0.00011227743,0.00040352414,0.002016697,0.00003619163,0.000028671358,0.00016769813,0.000071554474,0.8884368,0.09370227,0.0008843958,0.01410885,0.000031011183],"about_ca_topic_score_codex":0.0020457609,"about_ca_topic_score_gemma":0.0018313,"teacher_disagreement_score":0.0065577007,"about_ca_system_score_codex":0.0004793884,"about_ca_system_score_gemma":0.0005223966,"threshold_uncertainty_score":0.021937728},"labels":[],"label_agreement":null}]}