{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":38,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":38,"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":"59aa6e825219","filters":{"venue":"IEEE Industrial Electronics Magazine"}},"results":[{"id":"W2001356449","doi":"10.1109/mie.2014.2376976","title":"Grid-Connected Photovoltaic Systems: An Overview of Recent Research and Emerging PV Converter Technology","year":2015,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":1179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Photovoltaic system; Converters; Network topology; Grid; Reliability (semiconductor); Grid-connected photovoltaic power system; Electrical engineering; Renewable energy; Wind power; Computer science; Reliability engineering; Engineering; Maximum power point tracking; Power (physics); Electronic engineering; Systems engineering; Physics","authors":[{"name":"Samir Kouro","is_ca":true},{"name":"José I. Leon","is_ca":false},{"name":"Dmitri Vinnikov","is_ca":false},{"name":"Leopoldo G. Franquelo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2325655542471693,"gpt":0.3787761629849198,"spread":0.1462106087377504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002520644,0.0003468432,0.0007886162,0.001028017,0.0001187837,0.00008273513,0.0005548324,0.0007865736,0.0001084061],"category_scores_gemma":[0.0008282702,0.0003444313,0.00004862809,0.002448659,0.0002768423,0.0003165722,0.0001337113,0.0009891698,0.0000341916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773541,"about_ca_system_score_gemma":0.0009159608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441239,"about_ca_topic_score_gemma":0.0004616545,"domain_scores_codex":[0.9959416,0.0006581931,0.001013224,0.0006619653,0.0008036944,0.0009212894],"domain_scores_gemma":[0.9965451,0.0001747477,0.0004013434,0.000880389,0.001705816,0.0002926122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002077362,0.00126963,0.002236163,0.00040774,0.000753116,0.0001006758,0.0009070478,0.003988521,0.7611068,0.08106143,0.1051759,0.04091566],"study_design_scores_gemma":[0.005636152,0.003493912,0.00001245816,0.0003847339,0.00007952061,0.0001862349,0.0005454451,0.02516246,0.3975499,0.006772019,0.5594103,0.0007668767],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183801,0.04125545,0.002762538,0.00193199,0.006210347,0.008071612,0.0001784225,0.003576128,0.01763343],"genre_scores_gemma":[0.9930101,0.004173778,0.0004212755,0.00006864571,0.0007808428,0.0003911454,0.0001496328,0.0001528718,0.0008517039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542344,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163428336","doi":"10.1109/tie.2007.894732","title":"Topology Study of Photovoltaic Interface for Maximum Power Point Tracking","year":2007,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":603,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Network topology; Photovoltaic system; Topology (electrical circuits); Power (physics); Component (thermodynamics); Point (geometry); Maximum power point tracking; Degradation (telecommunications); Computer science; Electronic engineering; Shading; Maximum power principle; Interface (matter); Engineering; Control theory (sociology); Electrical engineering; Mathematics; Physics","authors":[{"name":"Weidong Xiao","is_ca":true},{"name":"Nathan Ozog","is_ca":true},{"name":"William G. Dunford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03660220922611844,"gpt":0.3046600767113828,"spread":0.2680578674852643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002170014,0.0003614898,0.0007047678,0.0004182751,0.0001000046,0.00003474907,0.0004843904,0.0004911485,0.0002053024],"category_scores_gemma":[0.0004377846,0.0003697412,0.0001620897,0.0006328475,0.00007794175,0.0001830549,0.00006080615,0.000535957,0.00001828643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780173,"about_ca_system_score_gemma":0.0002211818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006254998,"about_ca_topic_score_gemma":0.001384959,"domain_scores_codex":[0.9967836,0.0001824172,0.001247782,0.0005365096,0.0003713279,0.0008783559],"domain_scores_gemma":[0.9977868,0.0004648904,0.0005876577,0.0006040538,0.000434456,0.0001221617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003349896,0.002123505,0.00077919,0.00003795942,0.0005260726,0.00002725631,0.001546937,0.00467725,0.9470775,0.003353537,0.01686867,0.01963227],"study_design_scores_gemma":[0.00586627,0.004746496,0.00005602012,0.00004605413,0.00009691523,0.0000372823,0.000624174,0.000966153,0.9372289,0.002058759,0.04781113,0.0004618753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397003,0.0002588947,0.1466873,0.000121553,0.001873077,0.003814932,0.00002493644,0.0005729214,0.006946048],"genre_scores_gemma":[0.9977489,0.00001172437,0.000863164,0.00006940056,0.0003889209,0.0001302447,0.00001498197,0.00009644638,0.0006761906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580486,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088523737","doi":"10.1109/mie.2020.2964814","title":"Advanced Fault Diagnosis for Lithium-Ion Battery Systems: A Review of Fault Mechanisms, Fault Features, and Diagnosis Procedures","year":2020,"lang":"en","type":"review","venue":"IEEE Industrial Electronics Magazine","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":547,"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":"National Natural Science Foundation of China","keywords":"Fault (geology); Battery (electricity); Reliability engineering; SAFER; Lithium-ion battery; Lithium (medication); Computer science; Engineering; Systems engineering; Embedded system; Computer security; Power (physics); Medicine","authors":[{"name":"Kai Zhang","is_ca":false},{"name":"Kailong Liu","is_ca":false},{"name":"Xianke Lin","is_ca":false},{"name":"Satadru Dey","is_ca":true},{"name":"Simona Onori","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04047680598568126,"gpt":0.311262405573545,"spread":0.2707855995878637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0006688666,0.001462994,0.004706136,0.0005991181,0.000134214,0.0001256101,0.001338114,0.001885499,0.0000275771],"category_scores_gemma":[0.003415172,0.001320041,0.0006794584,0.001642499,0.0001474677,0.000331806,0.0002769647,0.003252591,0.00003009463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093152,"about_ca_system_score_gemma":0.000839644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006892167,"about_ca_topic_score_gemma":0.00002283862,"domain_scores_codex":[0.9939503,0.0002526182,0.002088087,0.001308801,0.0008652633,0.001534944],"domain_scores_gemma":[0.9958194,0.001574203,0.0008719697,0.001061369,0.0003777208,0.0002953215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004478581,0.0000634806,5.576193e-7,0.1840694,0.0005468162,0.00002703696,0.000007458212,0.0005244797,0.00007666215,0.0002198506,0.0885856,0.7258339],"study_design_scores_gemma":[0.0009560262,0.0007514232,9.371472e-8,0.1061821,0.0009277868,0.0001132362,0.00001016437,0.0002018706,0.001251724,0.0001663707,0.8884149,0.001024294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008323536,0.9853343,0.001797868,0.0005639161,0.001036586,0.009060277,0.001335959,0.000788748,0.00007397524],"genre_scores_gemma":[0.00003388602,0.9838856,0.0007123494,0.0001044962,0.0006723255,0.01349489,0.0005207187,0.0004110026,0.0001647447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7998293,"threshold_uncertainty_score":0.9998119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603425044","doi":"10.1109/mie.2016.2618724","title":"Massive Internet of Things for Industrial Applications: Addressing Wireless IIoT Connectivity Challenges and Ecosystem Fragmentation","year":2017,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":338,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Industrial Internet; Computer science; The Internet; Automation; Fragmentation (computing); Key (lock); Wireless; Internet of Things; Computer security; Telecommunications; Engineering; World Wide Web","authors":[{"name":"Shahid Mumtaz","is_ca":false},{"name":"Ahmed Alsohaily","is_ca":true},{"name":"Zhibo Pang","is_ca":false},{"name":"Ammar Rayes","is_ca":false},{"name":"Kim Fung Tsang","is_ca":false},{"name":"Jonathan Rodrı́guez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06199486092157076,"gpt":0.2742057600636328,"spread":0.212210899142062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004168347,0.0002061121,0.0003710531,0.00009361593,0.0001960403,0.0001070138,0.0003257958,0.0003902145,0.000005762652],"category_scores_gemma":[0.0001596,0.0002114199,0.00006385904,0.00005487049,0.00009762882,0.0004320068,0.00004486676,0.0004852549,0.000003184485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560257,"about_ca_system_score_gemma":0.0001084137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001789881,"about_ca_topic_score_gemma":0.0001334755,"domain_scores_codex":[0.9987676,0.0000473625,0.0003683254,0.000296137,0.000179986,0.0003405652],"domain_scores_gemma":[0.9989152,0.0002785293,0.000305573,0.0003305204,0.00009187892,0.0000782796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000935937,0.000285718,0.0004776221,0.001004066,0.000666314,0.000007528369,0.003153269,0.004974848,0.07005271,0.02170024,0.004769004,0.8919727],"study_design_scores_gemma":[0.02377299,0.002162356,0.0008017137,0.002179154,0.0005429119,0.0000632995,0.0009933814,0.2963704,0.5542571,0.007630011,0.1089139,0.002312755],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830689,0.002838446,0.009233174,0.0004105483,0.001516401,0.001666619,0.00006165606,0.0001383742,0.001065834],"genre_scores_gemma":[0.9977699,0.0009144574,0.00008489187,0.000007990668,0.0009417987,0.0001938257,0.00001630638,0.00003083024,0.00003998085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.88966,"threshold_uncertainty_score":0.8621454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166300105","doi":"10.1109/tie.2007.891663","title":"A Comparative Study of Zero-Current-Transition PWM Converters","year":2007,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Converters; Pulse-width modulation; Electronic engineering; Electronic circuit; Boost converter; Power (physics); Current (fluid); Computer science; Control theory (sociology); Physics; Engineering; Voltage; Electrical engineering; Control (management)","authors":[{"name":"Pritam Das","is_ca":true},{"name":"Gerry Moschopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03449952453067334,"gpt":0.2788085496552224,"spread":0.2443090251245491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003322818,0.0003091195,0.0005290683,0.0002389334,0.00004919277,0.00001607361,0.0002231861,0.0001589427,0.00003151939],"category_scores_gemma":[0.0000167479,0.0003419804,0.00008498948,0.0005716021,0.00006417678,0.0002206117,0.00001366382,0.0007877241,0.00005355355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529153,"about_ca_system_score_gemma":0.00008040869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001207505,"about_ca_topic_score_gemma":0.0001642162,"domain_scores_codex":[0.9980581,0.00005399874,0.000622333,0.0002853842,0.0003511741,0.0006290041],"domain_scores_gemma":[0.9992126,0.0001306562,0.0001204475,0.0003029307,0.0001042142,0.0001291841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002336027,0.002181286,0.000764639,0.0001407992,0.001334,0.00007437078,0.01093899,0.04265258,0.2627233,0.0004845216,0.01251257,0.6638569],"study_design_scores_gemma":[0.08072809,0.0147717,0.002813537,0.0006083212,0.00157606,0.0001156151,0.005733927,0.5063397,0.3031087,0.002386016,0.07594378,0.005874518],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7931609,0.0004042515,0.2031766,0.00002028287,0.001690087,0.0008860199,0.00001618065,0.0002656981,0.0003799816],"genre_scores_gemma":[0.9995198,0.00004697704,0.00005693824,0.00001501083,0.0002487075,0.00001788885,0.00002104898,0.00004407265,0.000029607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6579823,"threshold_uncertainty_score":0.9999032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906097308","doi":"10.1109/mie.2018.2874385","title":"Physical-Layer Security for Industrial Wireless Control Systems: Basics and Future Directions","year":2018,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; VINNOVA; National Natural Science Foundation of China","keywords":"PHY; Wireless; Physical layer; Computer science; Wireless network; Industrial control system; Reliability (semiconductor); Computer network; Control (management); Telecommunications","authors":[{"name":"Fei Pan","is_ca":false},{"name":"Zhibo Pang","is_ca":false},{"name":"Michele Luvisotto","is_ca":false},{"name":"Ming Xiao","is_ca":false},{"name":"Hong Wen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01752856318496929,"gpt":0.2359173592262422,"spread":0.218388796041273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003077447,0.000352052,0.0005050817,0.0001196437,0.0002990228,0.0001330714,0.0002282506,0.000588204,0.00001185401],"category_scores_gemma":[0.00006787817,0.000336611,0.0001174835,0.0004635768,0.0001784116,0.0002218775,0.00002003157,0.0009756126,0.00002773189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607933,"about_ca_system_score_gemma":0.0001837854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230109,"about_ca_topic_score_gemma":0.0001179629,"domain_scores_codex":[0.9981257,0.00008333268,0.0003710586,0.0003963392,0.0002638994,0.0007596409],"domain_scores_gemma":[0.9989885,0.0002420286,0.00009030051,0.0003045015,0.0001721288,0.0002025075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004571104,0.001696582,0.0009955231,0.0006788202,0.003142684,0.00004850451,0.005545839,0.01309214,0.0856139,0.0804712,0.6659905,0.1381532],"study_design_scores_gemma":[0.004902051,0.0006986657,0.000014057,0.00004917533,0.0001601529,0.00002784612,0.00009422401,0.1032761,0.007167541,0.0004572931,0.8826353,0.0005175487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747521,0.002525345,0.002101744,0.000771735,0.01478045,0.002035804,0.0003603814,0.0006791079,0.001993387],"genre_scores_gemma":[0.9668424,0.0004188784,0.000009538773,0.0000424819,0.0323435,0.0001396495,0.00001966044,0.00006199006,0.0001218671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2166448,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387789729","doi":"10.1109/mie.2023.3318831","title":"Microinjection in Biomedical Applications: An Effortless Autonomous Omnidirectional Microinjection System","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China","keywords":"Microinjection; Computer science; Control reconfiguration; Human–computer interaction; Control engineering; Embedded system; Simulation; Engineering; Medicine","authors":[{"name":"Songlin Zhuang","is_ca":false},{"name":"Dongxu Lei","is_ca":false},{"name":"Xinghu Yu","is_ca":false},{"name":"Mingsi Tong","is_ca":false},{"name":"Weiyang Lin","is_ca":false},{"name":"Juan J. Rodríguez-Andina","is_ca":false},{"name":"Yang Shi","is_ca":true},{"name":"Huijun Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01553720302846125,"gpt":0.2314630789625674,"spread":0.2159258759341061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005426633,0.0003126157,0.0003410201,0.0007006217,0.0001968391,0.00007048511,0.0002800825,0.000464267,0.00003892702],"category_scores_gemma":[0.00001130113,0.0003610228,0.0000971511,0.002526263,0.00006573457,0.000177969,0.00002085746,0.0007484547,0.0005773837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328699,"about_ca_system_score_gemma":0.0003144736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006211558,"about_ca_topic_score_gemma":0.000120126,"domain_scores_codex":[0.9976987,0.0000804875,0.0006491364,0.0005139828,0.0002855857,0.0007721502],"domain_scores_gemma":[0.9992028,0.00006182062,0.00008535776,0.0004093133,0.00007049581,0.0001701867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006102992,0.0001385052,0.00008753693,0.00006036913,0.00006562573,0.000009010529,0.0000493795,0.001999172,0.8872952,0.001879929,0.09123776,0.01711645],"study_design_scores_gemma":[0.002507407,0.0004473276,0.0005671881,0.00007834171,0.00008229209,0.0003621633,0.0001523526,0.03083856,0.1599273,0.0005248188,0.8035656,0.0009466569],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970996,0.006996788,0.01205945,0.0002279549,0.001697072,0.002055661,0.0001134012,0.003805952,0.002047776],"genre_scores_gemma":[0.9841312,0.01015557,0.00007038961,0.0000345218,0.002237299,0.001473255,0.001042588,0.0001718468,0.0006833381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7273679,"threshold_uncertainty_score":0.9998842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144852060","doi":"10.1109/tie.2007.892742","title":"Series–Parallel Resonant Converter in Self-Sustained Oscillation Mode With the High-Frequency Transformer-Leakage-Inductance Effect: Analysis, Modeling, and Design","year":2007,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":46,"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":"Leakage inductance; Inductance; Transformer; Electronic engineering; Equivalent series inductance; Control theory (sociology); Resonant converter; Computer science; Electronic circuit; Engineering; Voltage; Electrical engineering","authors":[{"name":"Mohamed Z. Youssef","is_ca":true},{"name":"Praveen Jain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01233552487654659,"gpt":0.2276759401111159,"spread":0.2153404152345693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001006368,0.0005136279,0.0006377449,0.0004087034,0.0001379877,0.000066997,0.0002791682,0.0003634765,0.00001360231],"category_scores_gemma":[0.00003943369,0.0003972559,0.00009119057,0.001619135,0.00008305753,0.0005161247,0.00001164382,0.0009768648,0.000007884177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618535,"about_ca_system_score_gemma":0.0002033562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009197226,"about_ca_topic_score_gemma":0.003552901,"domain_scores_codex":[0.9972318,0.0001384642,0.0006029074,0.0005243208,0.000435965,0.001066571],"domain_scores_gemma":[0.9989408,0.0002218416,0.0001078923,0.0004723316,0.0001046415,0.0001525481],"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":[0.003907505,0.0001088288,0.001489068,0.0001125509,0.001660479,0.0001067201,0.001913046,0.8834814,0.04729643,0.003250272,0.0004913691,0.05618226],"study_design_scores_gemma":[0.005716464,0.0006204545,0.000167378,0.00004429368,0.000556062,0.00003692755,0.00006202162,0.9878655,0.00172524,0.001287428,0.001113623,0.0008045706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.253728,0.0005161362,0.7438588,0.0003445921,0.0001578279,0.001013703,0.000008005594,0.0002419751,0.000130989],"genre_scores_gemma":[0.9946501,0.0003275302,0.004488892,0.00005009947,0.0001945592,0.00007081991,0.00003328523,0.00009001776,0.00009464361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7409222,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986093886","doi":"10.1109/mie.2012.2207817","title":"Three-Phase Current-Injection Rectifiers: Competitive Topologies for Power Factor Correction","year":2012,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Rectifier (neural networks); Power factor; Electrical engineering; Diode; Power semiconductor device; Insulated-gate bipolar transistor; Electronic engineering; Power (physics); Current injection technique; Three-phase; Engineering; Voltage; Transistor; Bipolar junction transistor; Computer science; Physics","authors":[{"name":"Hadi Y. Kanaan","is_ca":false},{"name":"Kamal Al‐Haddad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05644546622199977,"gpt":0.29212896247214,"spread":0.2356834962501403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001781536,0.0002926187,0.0002962825,0.0001479359,0.0001191723,0.00005540743,0.0001404952,0.000279031,0.0001229419],"category_scores_gemma":[0.0000851657,0.0002966879,0.0001423215,0.0002200791,0.00004881495,0.0003865932,0.00001277945,0.000614381,0.000086991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005138093,"about_ca_system_score_gemma":0.00007764257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001720787,"about_ca_topic_score_gemma":0.00009137019,"domain_scores_codex":[0.9984729,0.00002968559,0.0003192232,0.0002343626,0.0001606237,0.0007831519],"domain_scores_gemma":[0.9993521,0.0001371568,0.00008313716,0.0002029146,0.00008596518,0.0001387326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004500209,0.0002403524,0.0005260168,0.00002771051,0.0002074519,7.124435e-7,0.0004032558,0.0004724991,0.01055802,0.0006782872,0.1317455,0.8546902],"study_design_scores_gemma":[0.009565207,0.002086428,0.0004659274,0.0001235695,0.000205645,0.00004822149,0.0003950105,0.2718948,0.08566047,0.0004979572,0.6275297,0.001527033],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2499225,0.003495675,0.6437563,0.0002019807,0.09455153,0.00259213,0.0002675568,0.00247998,0.002732337],"genre_scores_gemma":[0.9978661,0.0001105902,0.00007292642,0.00003472872,0.001529034,0.0001204841,0.0000485066,0.00007553462,0.0001420954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8531632,"threshold_uncertainty_score":0.9999485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159513844","doi":"10.1109/mie.2021.3071573","title":"The Evolutions of Multilevel Converter Topology: A Roadmap of Topological Invention","year":2021,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Topology (electrical circuits); Network topology; Electronics; Computer science; Power (physics); Power electronics; Electrical engineering; Engineering; Physics; Computer network","authors":[{"name":"Yuzhuo Li","is_ca":true},{"name":"Yunwei Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03439351130453367,"gpt":0.2427955582756661,"spread":0.2084020469711324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002132269,0.0001728917,0.0003311937,0.00005923899,0.00007749763,0.00001439152,0.0002324312,0.0002787855,0.0001818854],"category_scores_gemma":[0.00011519,0.0001408797,0.0001474678,0.0002319364,0.0002186285,0.00007065581,0.0000347339,0.0004424858,0.00002045219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119342,"about_ca_system_score_gemma":0.0002250348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002992186,"about_ca_topic_score_gemma":0.0001337283,"domain_scores_codex":[0.9985785,0.00009455119,0.0005386677,0.0001857166,0.0001930023,0.00040949],"domain_scores_gemma":[0.9991598,0.0001655056,0.0001102349,0.0003354962,0.0001615665,0.00006738937],"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":[0.0003893099,0.000544241,0.003293825,0.0001517849,0.001313177,0.00004014803,0.0005215213,0.005041437,0.4926466,0.0416327,0.08076151,0.3736637],"study_design_scores_gemma":[0.006478886,0.0007179781,0.003295242,0.0001440561,0.0002734668,0.00008507633,0.0002809402,0.6578805,0.2535052,0.008531431,0.06801016,0.0007970487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017013,0.006320257,0.07199892,0.002533565,0.007774289,0.001159248,0.0001905678,0.0003773867,0.007944434],"genre_scores_gemma":[0.9986466,0.0003675107,0.0000846944,0.00005080732,0.0001519795,0.00002141172,0.00001639068,0.00001949283,0.0006410715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6528391,"threshold_uncertainty_score":0.5744908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112111484","doi":"10.1109/mie.2020.2964053","title":"Using Artificial Intelligence in Mining Excavators: Automating Routine Operational Decisions","year":2020,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Belt Conveyor Systems Engineering","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Motion Metrics International (Canada); Vancouver Native Health Society","funders":"","keywords":"Excavator; Engineering; Payload (computing); Process (computing); Troubleshooting; Real-time computing; Computer science; Artificial intelligence; Automotive engineering; Reliability engineering; Computer security; Mechanical engineering","authors":[{"name":"Mahdi Ramezani","is_ca":true},{"name":"Shahram Tafazoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1175545762169128,"gpt":0.2830559004819377,"spread":0.1655013242650249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004746694,0.0003345828,0.0004328834,0.0002286799,0.00008077007,0.0001235245,0.0003168233,0.0002886184,0.00006678989],"category_scores_gemma":[0.0006107224,0.0003945142,0.00007696621,0.001218895,0.00002457721,0.0003096595,0.00004639443,0.0008874106,0.00007423564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004751113,"about_ca_system_score_gemma":0.0002503188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001573038,"about_ca_topic_score_gemma":0.00005424754,"domain_scores_codex":[0.9975181,0.00006376972,0.0009858661,0.0003664088,0.0003555714,0.0007102852],"domain_scores_gemma":[0.999218,0.0002271565,0.00008148315,0.0002138034,0.00006272333,0.0001968534],"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":[0.00002123792,0.00001754451,0.0001513248,0.00001674969,0.00003724524,0.000025789,0.0003202426,0.9133263,0.06708685,0.001986729,0.0002871701,0.01672279],"study_design_scores_gemma":[0.0003129389,0.00006902612,0.00002190659,0.0001421878,0.00001501923,0.00002219338,0.00006648239,0.9786025,0.01920376,0.000107581,0.001053278,0.0003831555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718819,0.0004627328,0.2773229,0.0002965632,0.001409073,0.0004700567,0.00001589719,0.0006789379,0.000524869],"genre_scores_gemma":[0.9927621,0.00001494585,0.005462,0.00005701116,0.001566676,0.00002325673,0.00001410072,0.0000926131,0.000007233899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2739432,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409019497","doi":"10.1109/mie.2025.3552885","title":"Graph/Game Theory-Based Energy Routing Methods in the Energy Internet: A Review","year":2025,"lang":"en","type":"review","venue":"IEEE Industrial Electronics Magazine","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; The Internet; Graph theory; Computer network; Theoretical computer science; World Wide Web; Mathematics; Combinatorics","authors":[{"name":"Amani Fawaz","is_ca":true},{"name":"Imad Mougharbel","is_ca":true},{"name":"Kamal Al‐Haddad","is_ca":true},{"name":"Hadi Y. Kanaan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06385186309875512,"gpt":0.3481695211510874,"spread":0.2843176580523323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006253004,0.0008959714,0.00251545,0.00075661,0.0001012119,0.0003459093,0.00450498,0.0007204391,0.00001433117],"category_scores_gemma":[0.0007660288,0.0006305551,0.001318521,0.003503388,0.00007418474,0.0001813648,0.0003128253,0.002332931,0.00001493584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250816,"about_ca_system_score_gemma":0.002950642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002071204,"about_ca_topic_score_gemma":0.0001268145,"domain_scores_codex":[0.989161,0.006378953,0.0016311,0.001193385,0.0005698054,0.001065827],"domain_scores_gemma":[0.9936361,0.003432802,0.0008948934,0.001814822,0.0001166585,0.000104714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001015033,0.00006784916,6.144722e-8,0.001299995,0.0001165343,0.00003655056,0.00000998188,0.00001282849,0.000001726379,0.1033581,0.006415633,0.8886706],"study_design_scores_gemma":[0.0004999361,0.0001689643,1.53264e-8,0.03651221,0.0005418134,0.00005425827,8.72242e-7,0.001790616,0.00001344866,0.002453378,0.957378,0.00058654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.058314e-8,0.7017321,0.2950515,0.000305242,0.0009958231,0.000409265,0.000007440927,0.0001161426,0.001382434],"genre_scores_gemma":[0.0000157281,0.9930565,0.0005243008,0.002990648,0.0005008887,0.0003968406,0.00006879323,0.00004877668,0.002397511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9509623,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391827248","doi":"10.1109/mie.2023.3321390","title":"Synergies of Operation, Information, and Communication Technology for Solving New Societal and Industrial Challenges: Future Directions","year":2024,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Virtualization; Automation; Sustainability; Information and Communications Technology; Information technology; Computer science; Business; Engineering; Engineering management; Risk analysis (engineering); Cloud computing","authors":[{"name":"Wenbin Dai","is_ca":false},{"name":"Paulo Leitão","is_ca":false},{"name":"Kim Fung Tsang","is_ca":false},{"name":"Yang Shi","is_ca":true},{"name":"Gerhard P. Hancke","is_ca":false},{"name":"Moris Behnam","is_ca":false},{"name":"Jan Haase","is_ca":false},{"name":"Valeriy Vyatkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01888292285868805,"gpt":0.2348037659048123,"spread":0.2159208430461243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002105967,0.0001364341,0.0001867166,0.0002050163,0.0001343103,0.00009103455,0.0001187024,0.0004240318,0.000005184043],"category_scores_gemma":[0.00009094182,0.000134225,0.00003477342,0.0003118207,0.00009413507,0.0005275039,0.00002932432,0.000524774,0.000002360457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006598292,"about_ca_system_score_gemma":0.0002213753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009625128,"about_ca_topic_score_gemma":0.0001097429,"domain_scores_codex":[0.9992404,0.00001459123,0.000315525,0.0001244608,0.00009424254,0.0002108041],"domain_scores_gemma":[0.9995737,0.0001209729,0.00004154327,0.0001523719,0.00006357193,0.00004783916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001183515,0.00005093036,0.00007435658,0.0004731935,0.0005161557,0.000001117683,0.007048592,0.01030913,0.01166344,0.09784101,0.08472363,0.7871801],"study_design_scores_gemma":[0.001587937,0.00030101,0.00002826825,0.0001907331,0.00009526048,0.00004216586,0.0009273545,0.033474,0.00651465,0.003150072,0.9533747,0.0003137898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6105545,0.3456122,0.00753839,0.02441177,0.006747328,0.0022864,0.0001480018,0.001623664,0.001077768],"genre_scores_gemma":[0.9265476,0.07067129,0.0005661887,0.000021198,0.001899049,0.00008160579,0.00006281706,0.00003414763,0.0001160757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8686512,"threshold_uncertainty_score":0.5473535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970430766","doi":"10.1109/mie.2007.904675","title":"Society News [including IEEE William E. Newell Award recipient]","year":2007,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Canarie","keywords":"Computer science; Art history; Management; Media studies; Library science; Engineering physics; Engineering; Art; Sociology; Economics","authors":[{"name":"Mariusz Malinowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05798727657936528,"gpt":0.3001317095161238,"spread":0.2421444329367586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001418282,0.0004151943,0.0004819839,0.0001519572,0.0002962792,0.0001308437,0.0004155025,0.0005077308,0.00004390891],"category_scores_gemma":[0.0001040328,0.0004087523,0.0002439365,0.0008863641,0.0000890885,0.000420579,0.00004160089,0.001775521,0.0001575755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009955106,"about_ca_system_score_gemma":0.0002469039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000222541,"about_ca_topic_score_gemma":0.00007718356,"domain_scores_codex":[0.9964002,0.00004713177,0.0007642823,0.0004557146,0.0006740157,0.001658654],"domain_scores_gemma":[0.9987565,0.0002256861,0.0001338795,0.0003737855,0.0001475827,0.0003625645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000279826,0.0001175248,0.0004940414,0.0001842948,0.0003781877,0.00009314794,0.000367928,0.1221678,0.3765317,0.0002555667,0.2830846,0.2160454],"study_design_scores_gemma":[0.00222323,0.0002680986,0.00002204333,0.0001775307,0.00003527288,0.00004305702,0.00007384671,0.01617218,0.08840006,0.0006911815,0.8911464,0.0007471119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3747157,0.008130651,0.5402652,0.0007410994,0.015212,0.00213569,0.00004767726,0.002531965,0.05622],"genre_scores_gemma":[0.9846383,0.001108537,0.001597592,0.0001722539,0.00736065,0.00003007827,0.00002219122,0.0002183961,0.004851951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6099226,"threshold_uncertainty_score":0.9998364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386858115","doi":"10.1109/mie.2023.3307212","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Table (database); Computer science; Database","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03054555579587637,"gpt":0.22996757195503,"spread":0.1994220161591537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272558,0.000111,0.0001763815,0.0002611578,0.00002487514,0.000006858819,0.0001541611,0.0002119128,0.00002249764],"category_scores_gemma":[0.00006943663,0.0001223943,0.00003156828,0.001506279,0.00002796683,0.00005255162,0.00001219399,0.0004154775,0.0001501597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411208,"about_ca_system_score_gemma":0.00003456198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003059981,"about_ca_topic_score_gemma":0.000006054085,"domain_scores_codex":[0.9991912,0.000005033501,0.0002447687,0.00009840892,0.000106424,0.0003541453],"domain_scores_gemma":[0.9996512,0.00003745903,0.00002858156,0.0002021508,0.00005292468,0.00002767263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001885413,0.00004805829,0.0007857051,0.00005028243,0.0002921414,0.00001580766,0.00003234729,0.1601717,0.5516614,0.01711484,0.2543121,0.01549681],"study_design_scores_gemma":[0.002837899,0.0003080035,0.0003993693,0.00008232098,0.00005851939,0.00001844943,0.00001910291,0.06835575,0.5709236,0.002324616,0.3541042,0.0005681802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845238,0.0003461782,0.002448427,0.0003605383,0.001889616,0.0002498541,0.00005490346,0.002976515,0.007150139],"genre_scores_gemma":[0.9985644,0.0001254098,0.0000563638,0.000006739285,0.0001351898,0.00002124297,0.0000317726,0.00003361662,0.0010253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09979209,"threshold_uncertainty_score":0.4991097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312050794","doi":"10.1109/mie.2022.3212608","title":"Table of Contents","year":2022,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Table (database); Computer science; Database","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02177478126331125,"gpt":0.2102453591932635,"spread":0.1884705779299523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001376349,0.0001029151,0.0001676075,0.0001769004,0.00006469529,0.00000490096,0.0002041888,0.00009190219,0.0001359782],"category_scores_gemma":[0.00003031237,0.0001248118,0.00003243264,0.0008105139,0.00002219199,0.00004029202,0.00002776995,0.000723388,0.0000119125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168208,"about_ca_system_score_gemma":0.00005022593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004725269,"about_ca_topic_score_gemma":0.000003676381,"domain_scores_codex":[0.9992118,0.00001090095,0.000244098,0.00009901873,0.0001453129,0.0002888173],"domain_scores_gemma":[0.9996752,0.00002543113,0.0000385425,0.0002019099,0.00003611998,0.00002280192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003674184,0.0001300695,0.0005518692,0.00002282022,0.0002649248,0.00001194373,0.00003792683,0.5003527,0.3448195,0.02171928,0.1224835,0.009568729],"study_design_scores_gemma":[0.002720876,0.0005722626,0.00006602342,0.00001482801,0.0000528566,0.00005344198,0.00003286075,0.03043702,0.2028172,0.001329868,0.7614435,0.0004592885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790283,0.001258453,0.004175971,0.0004068369,0.002851476,0.0003770684,0.0001510472,0.001299707,0.01045118],"genre_scores_gemma":[0.9990119,0.00002757528,0.00007870963,0.00001468797,0.00008554015,0.00005500989,0.00002567581,0.0000293246,0.0006715291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.63896,"threshold_uncertainty_score":0.5089679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386858151","doi":"10.1109/mie.2023.3300111","title":"Prof. Sheldon Williamson Delivers a Distinguished Lecture for ETS Montréal [Society News]","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Space Exploration and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Media studies; Sociology; Engineering ethics; Management; Engineering physics; Political science; Computer science; Operations research; Engineering; Economics","authors":[{"name":"Óscar Lucía","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02437453398413756,"gpt":0.2316196195294672,"spread":0.2072450855453296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000195681,0.0002759561,0.0003034245,0.0001368431,0.0001249115,0.00005296513,0.0002193591,0.0005767733,0.00002288211],"category_scores_gemma":[0.0002401393,0.0002855883,0.0002140994,0.0009258323,0.00003815681,0.000108425,0.00002499584,0.000720483,0.0001301702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169139,"about_ca_system_score_gemma":0.0001486494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002786568,"about_ca_topic_score_gemma":0.0006275603,"domain_scores_codex":[0.9984264,0.00001854657,0.0002889065,0.0003212959,0.0001931849,0.0007516356],"domain_scores_gemma":[0.9993755,0.000099591,0.00006505545,0.0002773548,0.0000897163,0.00009284242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001136144,0.00003797495,0.0001383626,0.00004483137,0.0002769142,0.000009964676,0.0002507,0.03822538,0.02960556,0.001284494,0.8723823,0.05762987],"study_design_scores_gemma":[0.003739606,0.0004542443,0.00003291773,0.00003301403,0.00008457642,0.000008505887,0.00009512708,0.1294903,0.01969869,0.001746433,0.8440739,0.00054269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694036,0.006739135,0.1202546,0.04319197,0.01781929,0.009763233,0.0004311895,0.02619375,0.006203242],"genre_scores_gemma":[0.9875103,0.001895576,0.001255568,0.0003595418,0.003338127,0.0006772131,0.0005491074,0.000307838,0.004106781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181066,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389722732","doi":"10.1109/mie.2023.3322884","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Table (database); Computer science; Database","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03054555579587637,"gpt":0.22996757195503,"spread":0.1994220161591537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272558,0.000111,0.0001763815,0.0002611578,0.00002487514,0.000006858819,0.0001541611,0.0002119128,0.00002249764],"category_scores_gemma":[0.00006943663,0.0001223943,0.00003156828,0.001506279,0.00002796683,0.00005255162,0.00001219399,0.0004154775,0.0001501597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411208,"about_ca_system_score_gemma":0.00003456198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003059981,"about_ca_topic_score_gemma":0.000006054085,"domain_scores_codex":[0.9991912,0.000005033501,0.0002447687,0.00009840892,0.000106424,0.0003541453],"domain_scores_gemma":[0.9996512,0.00003745903,0.00002858156,0.0002021508,0.00005292468,0.00002767263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001885413,0.00004805829,0.0007857051,0.00005028243,0.0002921414,0.00001580766,0.00003234729,0.1601717,0.5516614,0.01711484,0.2543121,0.01549681],"study_design_scores_gemma":[0.002837899,0.0003080035,0.0003993693,0.00008232098,0.00005851939,0.00001844943,0.00001910291,0.06835575,0.5709236,0.002324616,0.3541042,0.0005681802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845238,0.0003461782,0.002448427,0.0003605383,0.001889616,0.0002498541,0.00005490346,0.002976515,0.007150139],"genre_scores_gemma":[0.9985644,0.0001254098,0.0000563638,0.000006739285,0.0001351898,0.00002124297,0.0000317726,0.00003361662,0.0010253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09979209,"threshold_uncertainty_score":0.4991097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400315135","doi":"10.1109/mie.2024.3392070","title":"Extraordinary Women-in-IES Webinars and WIE Lectures at ONCON 2023 [Women in IES News]","year":2024,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Political science; Engineering physics; Psychology; Materials science; Computer science; Physics","authors":[{"name":"Ya‐Jun Pan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03695236813541544,"gpt":0.3129654726200419,"spread":0.2760131044846265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255305,0.0002115585,0.000326389,0.0003521068,0.0002124057,0.0002222241,0.0001898388,0.0003315178,0.0002453038],"category_scores_gemma":[0.0002150454,0.0002044359,0.00005294193,0.0007221486,0.0002453623,0.0002582681,0.00006257551,0.0006315717,0.00006066311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512673,"about_ca_system_score_gemma":0.00143757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231034,"about_ca_topic_score_gemma":0.01412634,"domain_scores_codex":[0.9970829,0.0002752955,0.0003702305,0.0004519846,0.0003799344,0.0014396],"domain_scores_gemma":[0.9992329,0.0002858727,0.00006539007,0.0001526723,0.00003263827,0.000230531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002587908,0.001213741,0.07149647,0.0005031287,0.0008248153,0.001693539,0.3346354,0.004703408,0.07144662,0.1260951,0.1950162,0.1897836],"study_design_scores_gemma":[0.004545432,0.001508496,0.006349518,0.0002439253,0.00005166353,0.00004114883,0.02074726,0.0007247173,0.002491914,0.1963762,0.7656881,0.001231662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739081,0.003622096,0.000003078934,0.005056669,0.001193362,0.0004086196,0.000012299,0.0000721816,0.01572361],"genre_scores_gemma":[0.9738483,0.002326087,0.000006641335,0.00007934892,0.0008859513,0.00008722494,0.00000981536,0.00002596419,0.02273066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706718,"threshold_uncertainty_score":0.8336654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984867825","doi":"10.1109/mie.2011.940254","title":"Society Loses a Celebrated Professional [Society News]","year":2011,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Media studies; Engineering ethics; Management; Sociology; Engineering; Economics","authors":[{"name":"D. J. G. Irwin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04626887059682187,"gpt":0.2620545890265909,"spread":0.215785718429769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002781091,0.0002916621,0.0004307033,0.00005994546,0.0001891515,0.00001016669,0.0002025835,0.006109912,0.0007919848],"category_scores_gemma":[0.00006210319,0.0002308131,0.0003840832,0.0006690441,0.0002592889,0.00009481273,0.00005462337,0.007012216,0.0002445014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654401,"about_ca_system_score_gemma":0.001265121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002723844,"about_ca_topic_score_gemma":0.00001935136,"domain_scores_codex":[0.9980996,0.0000487934,0.0004177491,0.000433497,0.0002719405,0.000728392],"domain_scores_gemma":[0.9990906,0.00004465687,0.0001648802,0.0003893279,0.0001421172,0.0001684721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001678453,0.001473216,0.002383669,0.00005769782,0.001508573,0.00008355792,0.0008027476,0.000003973895,0.1179981,0.005924361,0.8493111,0.01877458],"study_design_scores_gemma":[0.01949314,0.004337902,0.001796173,0.00042733,0.001150226,0.0006215295,0.0004887403,0.001377722,0.4019451,0.002979299,0.5641524,0.001230555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926528,0.002855664,0.0007670452,0.04097384,0.004185351,0.00196199,0.00002902502,0.001289568,0.0214095],"genre_scores_gemma":[0.9551047,0.003254624,0.002661078,0.005929832,0.001774571,0.00007251081,0.0001300704,0.0001137024,0.03095888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2851588,"threshold_uncertainty_score":0.9952787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386858163","doi":"10.1109/mie.2023.3300128","title":"Prof. Gopakumar Delivers a Distinguished Lecture at New Horizon College of Engineering [Society News]","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Engineering ethics; Sociology; Media studies; Computer science; Political science; Library science; Data science; Engineering","authors":[{"name":"Óscar Lucía","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01775358003783137,"gpt":0.2350294351192422,"spread":0.2172758550814108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002339972,0.0002667087,0.0005072607,0.000171393,0.00009525807,0.000004806284,0.0001761585,0.00348047,0.00008811572],"category_scores_gemma":[0.0003807876,0.0002394656,0.0002405016,0.001512354,0.00008406718,0.00003710901,0.00007533247,0.003465329,0.00008221722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341214,"about_ca_system_score_gemma":0.000786358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003540612,"about_ca_topic_score_gemma":0.00005233423,"domain_scores_codex":[0.9982744,0.00002289472,0.0004082255,0.0003678179,0.000270494,0.000656096],"domain_scores_gemma":[0.9991397,0.00009845057,0.0001556622,0.0003484229,0.00009185453,0.000165938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001101975,0.0001446845,0.0007074288,0.0001388566,0.000988581,0.0001719558,0.0001755059,0.001467825,0.2972152,0.002191601,0.6821135,0.0135828],"study_design_scores_gemma":[0.01311175,0.004048434,0.0004580763,0.000435002,0.0007779514,0.0002864687,0.00006408033,0.008273333,0.2092143,0.0003381565,0.7622813,0.0007111232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391543,0.0024349,0.001005403,0.04906207,0.002795921,0.002029162,0.0001260582,0.001478848,0.001913331],"genre_scores_gemma":[0.9495261,0.004017901,0.001058923,0.000477852,0.0030131,0.00004287347,0.0003046067,0.0001977841,0.0413609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08800092,"threshold_uncertainty_score":0.9988337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037569653","doi":"10.1109/mie.2020.2985190","title":"The IEEE Macau Section IES Chapter Invited Lecture by Prof. Carl Ho [Chapter News]","year":2020,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Section (typography); Library science; Political science; Computer science; Engineering; Operating system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845679939738429,"gpt":0.1967352874770607,"spread":0.1782784880796764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002771634,0.0004685642,0.0004746943,0.00009486014,0.0003252583,0.0001276075,0.0004612626,0.00120347,0.00004945016],"category_scores_gemma":[0.0001098329,0.0003823921,0.0001573952,0.0004395512,0.0001141927,0.0001700981,0.00002743745,0.002493944,0.0001339181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134522,"about_ca_system_score_gemma":0.00007537669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004047657,"about_ca_topic_score_gemma":0.0002416842,"domain_scores_codex":[0.997712,0.00008097815,0.0005858811,0.0004262044,0.0003178058,0.0008771903],"domain_scores_gemma":[0.9991139,0.0001042758,0.0001512789,0.0003851756,0.00008720745,0.0001581959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009203314,0.00004313886,0.0002153986,0.00003478808,0.0009897515,0.00002891822,0.0003042542,0.007386378,0.4284304,0.004161957,0.4491011,0.1083836],"study_design_scores_gemma":[0.002915648,0.0006092251,0.000003284114,0.00002868983,0.0001055719,0.00003036655,0.00004175932,0.009653265,0.0749795,0.0004858625,0.9105585,0.0005883942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142006,0.02748426,0.0198347,0.246191,0.04018298,0.01164844,0.0004572808,0.01156931,0.0284315],"genre_scores_gemma":[0.9930755,0.0005061423,0.000005403586,0.0007185363,0.004736852,0.000113093,0.00002569153,0.0001114687,0.0007073212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4614574,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392980172","doi":"10.1109/mie.2024.3352177","title":"Masthead","year":2024,"lang":"en","type":"paratext","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Nanjing University; Tallinna Tehnikaülikool; Dalhousie University; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02035918115078901,"gpt":0.2366539370651054,"spread":0.2162947559143164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001605455,0.000585319,0.0005596429,0.000700456,0.00005211981,0.00009718085,0.0004504421,0.001873198,0.0009918115],"category_scores_gemma":[0.00003457165,0.0006300253,0.0001559506,0.001215025,0.00005679838,0.00006261732,0.00003541404,0.004420945,0.0360049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005714154,"about_ca_system_score_gemma":0.0003093757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002557976,"about_ca_topic_score_gemma":0.00001238041,"domain_scores_codex":[0.9979765,0.00001370543,0.0005346019,0.0004076766,0.0002274376,0.0008400491],"domain_scores_gemma":[0.9991843,0.00005917754,0.00005186335,0.0005644162,0.00006218706,0.00007808197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003813144,0.00001228441,1.478986e-7,0.0001019413,0.0002955736,0.00001747271,0.000007499511,0.02052717,0.003390082,0.001358606,0.9670773,0.00720813],"study_design_scores_gemma":[0.0002630889,0.00009823752,1.737639e-7,0.0002576056,0.00009671826,0.0000426021,0.000001417692,0.002261584,0.006337482,0.0003266434,0.9897333,0.0005811042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006748025,0.05787829,0.009041948,0.00193512,0.08441533,0.001410599,0.001357472,0.008999727,0.8282135],"genre_scores_gemma":[0.1257521,0.008360593,0.0003676518,0.0001250778,0.01472893,0.0005044365,0.001553491,0.001241912,0.8473658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1190041,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392979907","doi":"10.1109/mie.2024.3352176","title":"Table of Contents","year":2024,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Nanjing University; Tallinna Tehnikaülikool; Dalhousie University; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02193157758089908,"gpt":0.22655989671611,"spread":0.2046283191352109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001001993,0.0001167724,0.0001577077,0.0002090985,0.00001609611,0.00001804218,0.0001262493,0.0002128592,0.00003996517],"category_scores_gemma":[0.00003366935,0.0001210529,0.00003714299,0.0008231252,0.00002797732,0.00007581997,0.000007872848,0.0005588913,0.00007086228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006600451,"about_ca_system_score_gemma":0.00005452779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002948444,"about_ca_topic_score_gemma":0.000004948319,"domain_scores_codex":[0.9992769,0.000004224602,0.0002380681,0.0001114003,0.00009319634,0.000276201],"domain_scores_gemma":[0.999719,0.00003758914,0.00001338224,0.0001665487,0.00003840507,0.00002504573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001604611,0.00005733024,0.0001451419,0.0001714027,0.0005817257,0.00003406026,0.00004310237,0.0593166,0.6169409,0.0837068,0.1940644,0.04492248],"study_design_scores_gemma":[0.0007525451,0.0001885647,0.00002088928,0.0001596788,0.00006307923,0.00003351173,0.00000526326,0.06660527,0.3584931,0.001803124,0.5715467,0.0003282544],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904582,0.01545842,0.04072862,0.00112431,0.01024124,0.0006696517,0.000175475,0.00712168,0.03402244],"genre_scores_gemma":[0.9985791,0.0001477781,0.0001075145,0.000005960839,0.000207828,0.00001611876,0.00001441608,0.00003655488,0.0008846597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3774823,"threshold_uncertainty_score":0.4936392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254665657","doi":"10.1109/mie.2021.3056730","title":"Industrial Electronics Society Members Elevated to IEEE Fellows [Society News]","year":2021,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Advanced Scientific and Engineering Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Concordia University","funders":"","keywords":"Electronics; Industrial society; Engineering; Engineering management; Telecommunications; Engineering physics; Electrical engineering; Manufacturing engineering; Sociology","authors":[{"name":"Alireza Bakhshai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1013130501870998,"gpt":0.3338759142565783,"spread":0.2325628640694785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00335925,0.0007802518,0.001220284,0.0002111195,0.0007473393,0.0006542671,0.001496572,0.0009143946,0.0005002578],"category_scores_gemma":[0.003167124,0.0007127001,0.001021288,0.006278357,0.0002408426,0.0005556984,0.0003034621,0.002501308,0.000734381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179392,"about_ca_system_score_gemma":0.002799887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002826624,"about_ca_topic_score_gemma":0.0004388446,"domain_scores_codex":[0.9908369,0.0002790241,0.001695185,0.001968981,0.002815876,0.002404038],"domain_scores_gemma":[0.9950525,0.001153633,0.0004801131,0.001537256,0.00114497,0.000631488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002183994,0.0001653945,0.00013336,0.000004550296,0.0003615151,0.00002370208,0.0005232512,0.04332638,0.05718213,0.000544349,0.8689442,0.02857279],"study_design_scores_gemma":[0.003398932,0.0004931421,0.00001705944,0.00003795558,0.000117602,0.00003321819,0.0006505981,0.006572678,0.04105423,0.002316484,0.9443508,0.0009572391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418503,0.004389185,0.08219869,0.0243147,0.0335183,0.003044507,0.0004120406,0.001495454,0.008776815],"genre_scores_gemma":[0.7476512,0.003758939,0.01517308,0.008101365,0.01775306,0.0004132678,0.0003412738,0.0006337713,0.206174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1973972,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409640972","doi":"10.1109/mie.2025.3538271","title":"Women-in-IES Luncheon at the 50th IECON in Chicago and Extraordinary Women-in-IES Webinars in 2024 [Women in IES News]","year":2025,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Political science; Gerontology; Medicine","authors":[{"name":"Ya‐Jun Pan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03381619252824604,"gpt":0.2980371471556996,"spread":0.2642209546274536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003518007,0.0005433706,0.001273682,0.001405079,0.00009712066,0.00006094368,0.0003329155,0.0007156192,0.0002647628],"category_scores_gemma":[0.0007071377,0.0004696293,0.00007237377,0.002468251,0.0002417918,0.0001982531,0.0001798627,0.002843563,0.00002456858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007898176,"about_ca_system_score_gemma":0.002336022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000880006,"about_ca_topic_score_gemma":0.03022142,"domain_scores_codex":[0.9940689,0.0005346764,0.001262166,0.0009692105,0.0004300813,0.002734917],"domain_scores_gemma":[0.9981608,0.0006944348,0.0001694437,0.0006425461,0.00005290123,0.0002799139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01420121,0.00133774,0.8236176,0.0009820198,0.0002251306,0.001018462,0.04174096,0.0006250944,0.005391031,0.0009731562,0.01436562,0.09552201],"study_design_scores_gemma":[0.07534397,0.007906664,0.425721,0.003897545,0.00009966233,0.0002484196,0.06952945,0.001066771,0.003619061,0.05863439,0.3512589,0.002674112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689621,0.009428658,3.483644e-7,0.01475085,0.0009212501,0.001517777,0.00001842572,0.00004475106,0.004355778],"genre_scores_gemma":[0.9711993,0.00447002,0.000008151766,0.0008096893,0.0003711272,0.0007744942,0.00002698622,0.00005356063,0.02228667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3978966,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312051504","doi":"10.1109/mie.2022.3223867","title":"Masthead","year":2022,"lang":"en","type":"paratext","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02123079339977178,"gpt":0.2287353039289594,"spread":0.2075045105291876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002045759,0.0005338077,0.0005724889,0.0006279284,0.0001347009,0.00004681082,0.0006183196,0.001153655,0.00886714],"category_scores_gemma":[0.00004376946,0.0006429116,0.0001429062,0.001221528,0.00004955629,0.00006383179,0.00005754241,0.004770748,0.007213064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008761479,"about_ca_system_score_gemma":0.0003329657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003876848,"about_ca_topic_score_gemma":0.000008479388,"domain_scores_codex":[0.9978828,0.00002913485,0.0005371289,0.0003785706,0.000303821,0.0008685702],"domain_scores_gemma":[0.999054,0.00007667967,0.00009381931,0.0006499774,0.00005147051,0.00007410331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006974805,0.00002275233,5.432679e-7,0.00003137876,0.0002011274,0.00001094791,0.000007018577,0.08148178,0.00193676,0.0006580656,0.9090416,0.006601091],"study_design_scores_gemma":[0.000465919,0.0001544965,5.034033e-7,0.00004102218,0.00005272971,0.00003866671,0.000002847454,0.001318519,0.002350656,0.00008514048,0.9949048,0.0005847245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008679792,0.02140331,0.006949562,0.001233232,0.06160222,0.00172032,0.001834057,0.005922441,0.890655],"genre_scores_gemma":[0.1081936,0.009274774,0.000505643,0.0002736872,0.01150453,0.001550733,0.004724852,0.001514561,0.8624576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09951378,"threshold_uncertainty_score":0.9996022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2630560216","doi":"10.1109/mie.2017.2703359","title":"IEEE ICIT 2017 Held in Toronto [Society News]","year":2017,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Media studies; Telecommunications; Political science; Computer science; Sociology","authors":[{"name":"Siddhartha A. Singh","is_ca":false},{"name":"Sheldon S. Williamson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02846212845943484,"gpt":0.2595263614486717,"spread":0.2310642329892369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006180176,0.0004117597,0.0006420331,0.00006717374,0.0003240495,0.0001806878,0.001046894,0.001460137,0.00009623687],"category_scores_gemma":[0.0001455912,0.0004376349,0.0002185218,0.0001291196,0.0001111228,0.0005348155,0.00004713142,0.001653067,0.0001893793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325391,"about_ca_system_score_gemma":0.0002734715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656948,"about_ca_topic_score_gemma":0.01640937,"domain_scores_codex":[0.9975247,0.0000542965,0.000618173,0.0004230062,0.0002706102,0.001109238],"domain_scores_gemma":[0.9983845,0.00006655927,0.0002128379,0.001156045,0.00005452979,0.0001255309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008616496,0.000367506,0.003910264,0.00009244202,0.001212073,0.0002433702,0.0004650331,0.009582848,0.1570297,0.009809106,0.5694097,0.2470163],"study_design_scores_gemma":[0.03036694,0.001375295,0.001133246,0.0005084189,0.0002776631,0.0001344956,0.0002706484,0.04032924,0.06935088,0.003041324,0.8498456,0.003366288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8240299,0.006469737,0.001209549,0.003198613,0.02206907,0.002871813,0.00009021084,0.002040962,0.1380201],"genre_scores_gemma":[0.9937202,0.0006999907,0.00003396187,0.00006449859,0.003005231,0.0000992068,0.00000880159,0.00007082418,0.002297278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2804359,"threshold_uncertainty_score":0.9998362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381163472","doi":"10.1109/mie.2023.3265141","title":"Masthead","year":2023,"lang":"en","type":"paratext","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02935077985481412,"gpt":0.2427153184524799,"spread":0.2133645385976658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001967547,0.00055281,0.0005964633,0.0007335081,0.00007616782,0.00005734593,0.0005153363,0.001890583,0.0006720059],"category_scores_gemma":[0.00007613502,0.0006308535,0.0001381878,0.00157803,0.00005694131,0.00006253282,0.00003545516,0.003420432,0.04447166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846888,"about_ca_system_score_gemma":0.0002652762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004305352,"about_ca_topic_score_gemma":0.00002429609,"domain_scores_codex":[0.997839,0.00001752638,0.0005548673,0.0003754109,0.000249877,0.00096331],"domain_scores_gemma":[0.9990323,0.0001047385,0.00008114146,0.0006219534,0.00007752085,0.00008231519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004312256,0.00001162488,3.54692e-7,0.00004517154,0.0002154782,0.00001168705,0.000005673643,0.04498914,0.002255236,0.0004687963,0.946272,0.005720511],"study_design_scores_gemma":[0.0004461424,0.0001018122,0.000001303605,0.0001530437,0.00005456464,0.00001889365,0.000001999571,0.002315494,0.004217129,0.0001650406,0.9919098,0.000614795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01327302,0.01390482,0.01487558,0.002348277,0.1119815,0.002438006,0.002084451,0.02068628,0.818408],"genre_scores_gemma":[0.05124093,0.008625893,0.0002976863,0.0001046934,0.01220262,0.0006206754,0.002389642,0.001480181,0.9230376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1046296,"threshold_uncertainty_score":0.9996143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381186613","doi":"10.1109/mie.2023.3265140","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Table (database); Computer science; Database","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03054555579587637,"gpt":0.22996757195503,"spread":0.1994220161591537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272558,0.000111,0.0001763815,0.0002611578,0.00002487514,0.000006858819,0.0001541611,0.0002119128,0.00002249764],"category_scores_gemma":[0.00006943663,0.0001223943,0.00003156828,0.001506279,0.00002796683,0.00005255162,0.00001219399,0.0004154775,0.0001501597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411208,"about_ca_system_score_gemma":0.00003456198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003059981,"about_ca_topic_score_gemma":0.000006054085,"domain_scores_codex":[0.9991912,0.000005033501,0.0002447687,0.00009840892,0.000106424,0.0003541453],"domain_scores_gemma":[0.9996512,0.00003745903,0.00002858156,0.0002021508,0.00005292468,0.00002767263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001885413,0.00004805829,0.0007857051,0.00005028243,0.0002921414,0.00001580766,0.00003234729,0.1601717,0.5516614,0.01711484,0.2543121,0.01549681],"study_design_scores_gemma":[0.002837899,0.0003080035,0.0003993693,0.00008232098,0.00005851939,0.00001844943,0.00001910291,0.06835575,0.5709236,0.002324616,0.3541042,0.0005681802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845238,0.0003461782,0.002448427,0.0003605383,0.001889616,0.0002498541,0.00005490346,0.002976515,0.007150139],"genre_scores_gemma":[0.9985644,0.0001254098,0.0000563638,0.000006739285,0.0001351898,0.00002124297,0.0000317726,0.00003361662,0.0010253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09979209,"threshold_uncertainty_score":0.4991097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403182788","doi":"10.1109/mie.2024.3440534","title":"Welcome IEEE Industrial Electronics Society Women-in-Engineering Ambassadors and Updates [Women in IES News]","year":2024,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Employment, Labor, and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Electronics; Engineering; Manufacturing engineering; Electrical engineering; Telecommunications; Engineering physics","authors":[{"name":"Ya‐Jun Pan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03356042515747339,"gpt":0.2818857434587935,"spread":0.2483253183013201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003364168,0.0005632099,0.0008616506,0.0004425357,0.00036294,0.0004380825,0.0004826637,0.0007858566,0.00008641515],"category_scores_gemma":[0.0004104172,0.0005863115,0.0001624235,0.002341428,0.0002860245,0.0005917792,0.0001034173,0.002302445,0.00003683178],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004502886,"about_ca_system_score_gemma":0.002835463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008623716,"about_ca_topic_score_gemma":0.007837079,"domain_scores_codex":[0.9939244,0.0002885781,0.0008192694,0.0008940369,0.0007216837,0.003352025],"domain_scores_gemma":[0.9985744,0.0005089353,0.000143615,0.0002943256,0.00007856725,0.0004001708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002173068,0.002251365,0.1279678,0.0008774678,0.005263059,0.0006345006,0.3355544,0.01076546,0.02140502,0.08993845,0.2866736,0.1164958],"study_design_scores_gemma":[0.008184892,0.00151341,0.0009919797,0.000395797,0.0001207506,0.0000126156,0.01465838,0.001874211,0.001531951,0.01365221,0.9548689,0.002194886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822537,0.006953257,0.00002642925,0.004656481,0.003447897,0.0008317207,0.00003828511,0.0003435073,0.001448715],"genre_scores_gemma":[0.9773532,0.01424948,0.00003144025,0.0001963704,0.003907986,0.0002887686,0.00001593747,0.00009967016,0.003857203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6681953,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360830133","doi":"10.1109/mie.2023.3244462","title":"Masthead","year":2023,"lang":"en","type":"paratext","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science; Engineering","authors":[{"name":"Éric Charbonneau","is_ca":false},{"name":"Patrick Kempf","is_ca":false},{"name":"Janet Dudar","is_ca":false},{"name":"Senior Art","is_ca":false},{"name":"Gail Schnitzer","is_ca":false},{"name":"Theresa J. Smith","is_ca":false},{"name":"Mark David","is_ca":false},{"name":"Felicia Spagnoli","is_ca":false},{"name":"Peter Tuohy","is_ca":false},{"name":"Kevin Lisankie","is_ca":false},{"name":"Dawn Melley","is_ca":false},{"name":"Pavel Purgat","is_ca":false},{"name":"Aditya Shekhar","is_ca":false},{"name":"Zian Qin","is_ca":false},{"name":"Pavol Bauer","is_ca":false},{"name":"Freddy Flores‐Bahamonde","is_ca":false},{"name":"Hugues Renaudineau","is_ca":false},{"name":"Ana M. Llor","is_ca":false},{"name":"Andrii Chub","is_ca":false},{"name":"Samir Kouro","is_ca":false},{"name":"The Versatile","is_ca":false},{"name":"Buck-Boost Converter","is_ca":false},{"name":"Carlos Restrepo","is_ca":false},{"name":"Catalina González‐Castaño","is_ca":false},{"name":"Roberto Giral","is_ca":false},{"name":"Development Design","is_ca":false},{"name":"X. Zhang","is_ca":false},{"name":"Lei Chen","is_ca":false},{"name":"Wentao Qi","is_ca":false},{"name":"Manish Kumar Barwar","is_ca":false},{"name":"Kumar Sahu","is_ca":false},{"name":"Ranjan Tripathi","is_ca":false},{"name":"Pallavee Bhatnagar","is_ca":false},{"name":"Krishna Kumar Gupta","is_ca":false},{"name":"Hema Chander","is_ca":false},{"name":"Josep M. Guerrero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02935077985481412,"gpt":0.2427153184524799,"spread":0.2133645385976658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001967547,0.00055281,0.0005964633,0.0007335081,0.00007616782,0.00005734593,0.0005153363,0.001890583,0.0006720059],"category_scores_gemma":[0.00007613502,0.0006308535,0.0001381878,0.00157803,0.00005694131,0.00006253282,0.00003545516,0.003420432,0.04447166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846888,"about_ca_system_score_gemma":0.0002652762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004305352,"about_ca_topic_score_gemma":0.00002429609,"domain_scores_codex":[0.997839,0.00001752638,0.0005548673,0.0003754109,0.000249877,0.00096331],"domain_scores_gemma":[0.9990323,0.0001047385,0.00008114146,0.0006219534,0.00007752085,0.00008231519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004312256,0.00001162488,3.54692e-7,0.00004517154,0.0002154782,0.00001168705,0.000005673643,0.04498914,0.002255236,0.0004687963,0.946272,0.005720511],"study_design_scores_gemma":[0.0004461424,0.0001018122,0.000001303605,0.0001530437,0.00005456464,0.00001889365,0.000001999571,0.002315494,0.004217129,0.0001650406,0.9919098,0.000614795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01327302,0.01390482,0.01487558,0.002348277,0.1119815,0.002438006,0.002084451,0.02068628,0.818408],"genre_scores_gemma":[0.05124093,0.008625893,0.0002976863,0.0001046934,0.01220262,0.0006206754,0.002389642,0.001480181,0.9230376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1046296,"threshold_uncertainty_score":0.9996143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242172404","doi":"10.1109/mie.2021.3054440","title":"2021 IEEE Industrial Electronics Society Technical Committee Chairs [Society News]","year":2021,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Electronics; Engineering; Telecommunications; Engineering management; Electrical engineering","authors":[{"name":"Hua Geng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.028614371523978,"gpt":0.2510552388115121,"spread":0.2224408672875341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001511106,0.0008554228,0.001062897,0.0001099014,0.0005339784,0.0008922994,0.002806277,0.001735515,0.0002292009],"category_scores_gemma":[0.0002883213,0.000891655,0.001344597,0.002093297,0.0002270048,0.00090847,0.0007008907,0.005394585,0.0002748542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483451,"about_ca_system_score_gemma":0.004798892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006715699,"about_ca_topic_score_gemma":0.0002591579,"domain_scores_codex":[0.9928731,0.0003245978,0.001254307,0.001683383,0.00137242,0.002492215],"domain_scores_gemma":[0.9962803,0.0003553647,0.0005825611,0.001792955,0.0005237123,0.0004651553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001118175,0.0006209608,0.00008785851,0.00001614577,0.0004822617,0.0001024319,0.0002660152,0.0005394786,0.05315449,0.02106482,0.8646825,0.05887121],"study_design_scores_gemma":[0.006742153,0.001276972,0.00001381053,0.0001415913,0.0001583853,0.0003344537,0.00006384496,0.01856138,0.09547024,0.004272921,0.8713926,0.001571625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2427029,0.01725024,0.4318978,0.1959991,0.05665807,0.007005203,0.000332902,0.005524456,0.04262927],"genre_scores_gemma":[0.8159949,0.01035399,0.04997349,0.02089923,0.04596904,0.0004786415,0.0005310245,0.0008095063,0.05499018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.573292,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386858177","doi":"10.1109/mie.2023.3307213","title":"Masthead","year":2023,"lang":"en","type":"paratext","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02935077985481412,"gpt":0.2427153184524799,"spread":0.2133645385976658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001967547,0.00055281,0.0005964633,0.0007335081,0.00007616782,0.00005734593,0.0005153363,0.001890583,0.0006720059],"category_scores_gemma":[0.00007613502,0.0006308535,0.0001381878,0.00157803,0.00005694131,0.00006253282,0.00003545516,0.003420432,0.04447166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846888,"about_ca_system_score_gemma":0.0002652762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004305352,"about_ca_topic_score_gemma":0.00002429609,"domain_scores_codex":[0.997839,0.00001752638,0.0005548673,0.0003754109,0.000249877,0.00096331],"domain_scores_gemma":[0.9990323,0.0001047385,0.00008114146,0.0006219534,0.00007752085,0.00008231519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004312256,0.00001162488,3.54692e-7,0.00004517154,0.0002154782,0.00001168705,0.000005673643,0.04498914,0.002255236,0.0004687963,0.946272,0.005720511],"study_design_scores_gemma":[0.0004461424,0.0001018122,0.000001303605,0.0001530437,0.00005456464,0.00001889365,0.000001999571,0.002315494,0.004217129,0.0001650406,0.9919098,0.000614795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01327302,0.01390482,0.01487558,0.002348277,0.1119815,0.002438006,0.002084451,0.02068628,0.818408],"genre_scores_gemma":[0.05124093,0.008625893,0.0002976863,0.0001046934,0.01220262,0.0006206754,0.002389642,0.001480181,0.9230376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1046296,"threshold_uncertainty_score":0.9996143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417439040","doi":"10.1109/mie.2025.3617684","title":"ISIE 2025 Industry Programs Bring Leading Industry Experts to Toronto [News in Industry Activities]","year":2025,"lang":"","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Industry 4.0; Electric power industry","authors":[{"name":"Victor Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04279358164965054,"gpt":0.3326987254888522,"spread":0.2899051438392017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002095373,0.001197976,0.001427149,0.0009560836,0.0006914815,0.001114693,0.001739749,0.01037093,0.002326499],"category_scores_gemma":[0.001141814,0.00151547,0.0003477413,0.005117695,0.0003768383,0.001639514,0.0003885466,0.01255393,0.0002604874],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009729048,"about_ca_system_score_gemma":0.008312828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009830198,"about_ca_topic_score_gemma":0.0223354,"domain_scores_codex":[0.990972,0.0006227419,0.001724168,0.001751965,0.001314114,0.003614976],"domain_scores_gemma":[0.9966619,0.0003794304,0.0004675325,0.001045404,0.0002484817,0.001197221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008581995,0.003035353,0.03056827,0.0001764258,0.0008473108,0.0001476564,0.01931557,0.0084442,0.003830457,0.01148307,0.3961197,0.5251737],"study_design_scores_gemma":[0.004183335,0.0006127351,0.0005593307,0.002175297,0.0002033068,0.00000868937,0.02932399,0.0003198635,0.002962238,0.0002479636,0.9573458,0.002057404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341076,0.002122005,0.00008619705,0.01000424,0.01812993,0.00265704,0.00003179036,0.0003934827,0.1324677],"genre_scores_gemma":[0.8773808,0.0005437792,0.00008588298,0.001103845,0.004815403,0.0002860137,0.00002281795,0.0001241746,0.1156373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5612261,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293074580","doi":"10.1109/mie.2022.3166359","title":"Masthead","year":2022,"lang":"en","type":"paratext","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02123079339977178,"gpt":0.2287353039289594,"spread":0.2075045105291876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002045759,0.0005338077,0.0005724889,0.0006279284,0.0001347009,0.00004681082,0.0006183196,0.001153655,0.00886714],"category_scores_gemma":[0.00004376946,0.0006429116,0.0001429062,0.001221528,0.00004955629,0.00006383179,0.00005754241,0.004770748,0.007213064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008761479,"about_ca_system_score_gemma":0.0003329657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003876848,"about_ca_topic_score_gemma":0.000008479388,"domain_scores_codex":[0.9978828,0.00002913485,0.0005371289,0.0003785706,0.000303821,0.0008685702],"domain_scores_gemma":[0.999054,0.00007667967,0.00009381931,0.0006499774,0.00005147051,0.00007410331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006974805,0.00002275233,5.432679e-7,0.00003137876,0.0002011274,0.00001094791,0.000007018577,0.08148178,0.00193676,0.0006580656,0.9090416,0.006601091],"study_design_scores_gemma":[0.000465919,0.0001544965,5.034033e-7,0.00004102218,0.00005272971,0.00003866671,0.000002847454,0.001318519,0.002350656,0.00008514048,0.9949048,0.0005847245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008679792,0.02140331,0.006949562,0.001233232,0.06160222,0.00172032,0.001834057,0.005922441,0.890655],"genre_scores_gemma":[0.1081936,0.009274774,0.000505643,0.0002736872,0.01150453,0.001550733,0.004724852,0.001514561,0.8624576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09951378,"threshold_uncertainty_score":0.9996022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389722675","doi":"10.1109/mie.2023.3322885","title":"Masthead","year":2023,"lang":"en","type":"paratext","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Computer science; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02935077985481412,"gpt":0.2427153184524799,"spread":0.2133645385976658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001967547,0.00055281,0.0005964633,0.0007335081,0.00007616782,0.00005734593,0.0005153363,0.001890583,0.0006720059],"category_scores_gemma":[0.00007613502,0.0006308535,0.0001381878,0.00157803,0.00005694131,0.00006253282,0.00003545516,0.003420432,0.04447166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846888,"about_ca_system_score_gemma":0.0002652762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004305352,"about_ca_topic_score_gemma":0.00002429609,"domain_scores_codex":[0.997839,0.00001752638,0.0005548673,0.0003754109,0.000249877,0.00096331],"domain_scores_gemma":[0.9990323,0.0001047385,0.00008114146,0.0006219534,0.00007752085,0.00008231519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004312256,0.00001162488,3.54692e-7,0.00004517154,0.0002154782,0.00001168705,0.000005673643,0.04498914,0.002255236,0.0004687963,0.946272,0.005720511],"study_design_scores_gemma":[0.0004461424,0.0001018122,0.000001303605,0.0001530437,0.00005456464,0.00001889365,0.000001999571,0.002315494,0.004217129,0.0001650406,0.9919098,0.000614795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01327302,0.01390482,0.01487558,0.002348277,0.1119815,0.002438006,0.002084451,0.02068628,0.818408],"genre_scores_gemma":[0.05124093,0.008625893,0.0002976863,0.0001046934,0.01220262,0.0006206754,0.002389642,0.001480181,0.9230376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1046296,"threshold_uncertainty_score":0.9996143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360830187","doi":"10.1109/mie.2023.3244460","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nanjing University; Universidad de Zaragoza; Università degli Studi di Salerno; Universidade de Vigo; Nanjing University of Posts and Telecommunications; Danmarks Tekniske Universitet; Università di Catania; Università degli Studi di Pavia; Technische Universiteit Delft; Aalborg Universitet; Politechnika Warszawska; Harbin Institute of Technology; Swinburne University of Technology; Griffith University; Universitatea Tehnică „Gheorghe Asachi” din Iaşi; Università degli Studi di Padova; Universidade de Lisboa; École de technologie supérieure; City University of Hong Kong; Keio University","keywords":"Table (database); Computer science; Database","authors":[{"name":"Éric Charbonneau","is_ca":false},{"name":"Patrick Kempf","is_ca":false},{"name":"Janet Dudar","is_ca":false},{"name":"Senior Art","is_ca":false},{"name":"Gail Schnitzer","is_ca":false},{"name":"Theresa J. Smith","is_ca":false},{"name":"Mark David","is_ca":false},{"name":"Felicia Spagnoli","is_ca":false},{"name":"Peter Tuohy","is_ca":false},{"name":"Kevin Lisankie","is_ca":false},{"name":"Dawn Melley","is_ca":false},{"name":"Pavel Purgat","is_ca":false},{"name":"Aditya Shekhar","is_ca":false},{"name":"Zian Qin","is_ca":false},{"name":"Pavol Bauer","is_ca":false},{"name":"Freddy Flores‐Bahamonde","is_ca":false},{"name":"Hugues Renaudineau","is_ca":false},{"name":"Ana M. Llor","is_ca":false},{"name":"Andrii Chub","is_ca":false},{"name":"Samir Kouro","is_ca":false},{"name":"The Versatile","is_ca":false},{"name":"Buck-Boost Converter","is_ca":false},{"name":"Carlos Restrepo","is_ca":false},{"name":"Catalina González‐Castaño","is_ca":false},{"name":"Roberto Giral","is_ca":false},{"name":"Development Design","is_ca":false},{"name":"X. Zhang","is_ca":false},{"name":"Lei Chen","is_ca":false},{"name":"Wentao Qi","is_ca":false},{"name":"Manish Kumar Barwar","is_ca":false},{"name":"Kumar Sahu","is_ca":false},{"name":"Ranjan Tripathi","is_ca":false},{"name":"Pallavee Bhatnagar","is_ca":false},{"name":"Krishna Kumar Gupta","is_ca":false},{"name":"Hema Chander","is_ca":false},{"name":"Josep M. Guerrero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03054555579587637,"gpt":0.22996757195503,"spread":0.1994220161591537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272558,0.000111,0.0001763815,0.0002611578,0.00002487514,0.000006858819,0.0001541611,0.0002119128,0.00002249764],"category_scores_gemma":[0.00006943663,0.0001223943,0.00003156828,0.001506279,0.00002796683,0.00005255162,0.00001219399,0.0004154775,0.0001501597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411208,"about_ca_system_score_gemma":0.00003456198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003059981,"about_ca_topic_score_gemma":0.000006054085,"domain_scores_codex":[0.9991912,0.000005033501,0.0002447687,0.00009840892,0.000106424,0.0003541453],"domain_scores_gemma":[0.9996512,0.00003745903,0.00002858156,0.0002021508,0.00005292468,0.00002767263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001885413,0.00004805829,0.0007857051,0.00005028243,0.0002921414,0.00001580766,0.00003234729,0.1601717,0.5516614,0.01711484,0.2543121,0.01549681],"study_design_scores_gemma":[0.002837899,0.0003080035,0.0003993693,0.00008232098,0.00005851939,0.00001844943,0.00001910291,0.06835575,0.5709236,0.002324616,0.3541042,0.0005681802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845238,0.0003461782,0.002448427,0.0003605383,0.001889616,0.0002498541,0.00005490346,0.002976515,0.007150139],"genre_scores_gemma":[0.9985644,0.0001254098,0.0000563638,0.000006739285,0.0001351898,0.00002124297,0.0000317726,0.00003361662,0.0010253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09979209,"threshold_uncertainty_score":0.4991097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}