{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d8f01141fae9","filters":{"venue":"2019 IEEE Conference on Power Electronics and Renewable Energy (CPERE)"}},"results":[{"id":"W3004674047","doi":"10.1109/cpere45374.2019.8980066","title":"Multi-FPGA Solution for Large Power Systems and Microgrids Real Time Simulation","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Field-programmable gate array; Microgrid; Computer science; Flexibility (engineering); Electric power system; Transient (computer programming); Hardware-in-the-loop simulation; Embedded system; Real-time simulation; Power (physics); Interface (matter); Co-simulation; Control (management); Operating system","authors":[{"name":"Amine Yamane","is_ca":true},{"name":"TejKiran Rangineed","is_ca":false},{"name":"Luc-André Grégoire","is_ca":true},{"name":"Syed Qaseem Ali","is_ca":true},{"name":"Jean‐Nicolas Paquin","is_ca":true},{"name":"Jean Bélanger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008084624875935873,"gpt":0.2225854482376931,"spread":0.2145008233617572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002761915,0.0003391563,0.0004465093,0.0001410527,0.0001352782,0.0002177295,0.0001206324,0.0003020709,0.00007992453],"category_scores_gemma":[0.000007584536,0.0003106056,0.00008216962,0.0001019007,0.00002168469,0.0002224755,0.00001895834,0.0001282208,0.00003575542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118501,"about_ca_system_score_gemma":0.00008674008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004230829,"about_ca_topic_score_gemma":0.0001374857,"domain_scores_codex":[0.9982702,0.00005901606,0.0003888067,0.0004522268,0.0001907847,0.0006389636],"domain_scores_gemma":[0.9991608,0.000103679,0.0001057981,0.0003231069,0.0001590637,0.0001475668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00020184,0.0001195863,0.000167002,0.0001244773,0.0002358087,0.000001383988,0.0002390278,0.7127292,0.2728544,0.008987421,0.002981078,0.00135874],"study_design_scores_gemma":[0.001997131,0.0003324553,0.0001319644,0.00007698049,0.0000235869,0.000004398133,0.0000380256,0.9513116,0.001130908,0.00008093053,0.04447584,0.0003961551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5966621,0.01336104,0.3473244,0.0002054097,0.004229735,0.002946415,0.0002778631,0.001130481,0.03386261],"genre_scores_gemma":[0.9861081,0.0009445904,0.00007718401,0.00003884544,0.00005374629,0.00004313884,0.00008376869,0.00006623621,0.01258435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.389446,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005367732","doi":"10.1109/cpere45374.2019.8980263","title":"Variable Frequency-Duty Cycle Modulation Technique for Light Load Efficiency Improvement of LLC Resonant Converter for Wide Input Voltage Range in PV Applications","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Duty cycle; Voltage; Pulse-frequency modulation; Modulation (music); Resonant converter; Switching frequency; Frequency modulation; Range (aeronautics); Resonant inverter; Inverter; Materials science; Control theory (sociology); Electronic engineering; Converters; Computer science; Electrical engineering; Physics; Engineering; Amplitude modulation; Radio frequency; Acoustics","authors":[{"name":"A. K. Awasthi","is_ca":true},{"name":"Snehal Bagawade","is_ca":true},{"name":"Praveen Jain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004438731257718316,"gpt":0.2028785686636675,"spread":0.1984398374059491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002590583,0.0003038956,0.000413534,0.0001681451,0.0000642915,0.00002975378,0.0002467297,0.0002270185,0.00003917435],"category_scores_gemma":[0.00001467599,0.0002901205,0.00007823815,0.0002161115,0.00003683224,0.0001735268,0.00002506105,0.00014721,0.000002858395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331097,"about_ca_system_score_gemma":0.0002934672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004511834,"about_ca_topic_score_gemma":0.0004353636,"domain_scores_codex":[0.9982435,0.00001326675,0.0004624729,0.0004987227,0.0001909814,0.0005911196],"domain_scores_gemma":[0.9989896,0.0001116258,0.0001277513,0.0004847717,0.0002027714,0.00008344835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001026987,0.0001255914,0.0001295756,0.0001948749,0.00004920085,3.044239e-7,0.0001071731,0.02161109,0.927295,0.03924549,0.000345761,0.01079323],"study_design_scores_gemma":[0.002325234,0.0008971037,0.00005237796,0.0001758851,0.00002894339,0.000001809134,0.00003941319,0.7279447,0.213123,0.03122578,0.02354716,0.000638579],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006617725,0.0007302323,0.9893928,0.00006742671,0.0002292247,0.001526047,0.00006401247,0.00007350674,0.001299029],"genre_scores_gemma":[0.9940292,0.0005482656,0.002760801,0.0001007321,0.00002275932,0.001136134,0.00005018288,0.00006356894,0.001288409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9874114,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005180206","doi":"10.1109/cpere45374.2019.8980170","title":"Rapid Prototyping Testing Technique for Electric Vehicle Propulsion Systems Utilizing Real-Time Hardware in-the-Loop (HIL) Device","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Hardware-in-the-loop simulation; Field-programmable gate array; Propulsion; Controller (irrigation); Digital signal processing; Embedded system; Engineering; Process (computing); Computer hardware; Computer science; Simulation; Aerospace engineering; Operating system","authors":[{"name":"Yahya Koraz","is_ca":true},{"name":"Mohamed Z. Youssef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01601625409622064,"gpt":0.2256055224079316,"spread":0.209589268311711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000729721,0.0004127052,0.0005379833,0.0003143413,0.0001823697,0.0002741385,0.0003478488,0.0002907478,0.00002628124],"category_scores_gemma":[0.00003493048,0.0003292279,0.00008825774,0.0006215465,0.00001890087,0.0002367004,0.00001974994,0.0003027433,0.00002092558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191391,"about_ca_system_score_gemma":0.0002179541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007795347,"about_ca_topic_score_gemma":0.00008400901,"domain_scores_codex":[0.9975667,0.0001563645,0.0005706907,0.0005477355,0.0003088738,0.0008496214],"domain_scores_gemma":[0.998779,0.0002493345,0.000161768,0.0004899685,0.0002165182,0.0001034231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001344943,0.00007443041,0.0001631316,0.0003631955,0.00007223548,0.000004496914,0.0001672575,0.08632743,0.8978825,0.00594664,0.0007012038,0.008162947],"study_design_scores_gemma":[0.001296749,0.0007848537,0.00007245753,0.0006885204,0.00002630012,0.00003113252,0.0001279492,0.9464535,0.02810806,0.0003721792,0.02138834,0.0006499971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7775921,0.01858779,0.01608377,0.0003523691,0.00173341,0.01606579,0.00004227018,0.001558221,0.1679843],"genre_scores_gemma":[0.9955504,0.0009307639,0.00008551681,0.00005599318,0.00008310797,0.0008484563,0.00002584686,0.00008882291,0.002331068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8697745,"threshold_uncertainty_score":0.999916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005174471","doi":"10.1109/cpere45374.2019.8980118","title":"Evaluation and Design of a Three - Phase Inverter for a Maglev Application","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Conference on Power Electronics and Renewable Energy (CPERE)","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Maglev; Computer science; Magnetic levitation; Phase (matter); Inverter; Electrical engineering; Engineering; Magnet; Physics; Voltage","authors":[{"name":"Mohammad Abdul Bhuiya","is_ca":true},{"name":"Mohammad Ashraf","is_ca":true},{"name":"Asif Haniff","is_ca":true},{"name":"Enyi Okorie","is_ca":true},{"name":"Somtochukwu Kofoalada","is_ca":true},{"name":"Yahya Koraz","is_ca":true},{"name":"Mohamed Z. Youssef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01726869952694583,"gpt":0.2419256589376183,"spread":0.2246569594106725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324742,0.0001556407,0.0001969574,0.00008463591,0.00003489521,0.00003873579,0.00008161928,0.0001122929,0.00008250247],"category_scores_gemma":[0.000009539554,0.0001439824,0.00002748658,0.00007656065,0.00002805742,0.00007643711,0.000009177479,0.00006959506,0.000002409148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004197067,"about_ca_system_score_gemma":0.0001091387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393956,"about_ca_topic_score_gemma":0.0002099046,"domain_scores_codex":[0.9991308,0.00002441736,0.0001993166,0.0002402959,0.0001810933,0.0002240979],"domain_scores_gemma":[0.9994392,0.0000573173,0.00006533246,0.0002030558,0.000178545,0.00005658314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002309733,0.0002006795,0.0001301381,0.0002233995,0.00021688,2.442109e-7,0.0004092731,0.2790633,0.4199736,0.08364481,0.002196132,0.2137105],"study_design_scores_gemma":[0.001377869,0.0006357635,0.00005010963,0.00002924351,0.00004511761,0.000001668227,0.00001654151,0.9802955,0.004220709,0.010053,0.003094125,0.0001803615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.159252,0.001654922,0.8353267,0.00008089465,0.0001824731,0.0007310378,0.00001723869,0.00004996426,0.002704766],"genre_scores_gemma":[0.9974468,0.0009183323,0.0008387337,0.00005072327,0.00001373589,0.0001043,0.00002708889,0.00002582721,0.0005744116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8381948,"threshold_uncertainty_score":0.5871431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}