{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":60,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":60,"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"},"query_hash":"603f63cb3039","filters":{"venue":"IEEE Vehicular Technology Magazine"}},"results":[{"id":"W2183455461","doi":"10.1109/mvt.2015.2481560","title":"Multi-UAV-Aided Networks: Aerial-Ground Cooperative Vehicular Networking Architecture","year":2015,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":315,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Subnetwork; Computer science; Architecture; Vehicular ad hoc network; Common ground; Computer network; Telecommunications; Wireless; Wireless ad hoc network; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01437989097789254,"gpt":0.2246584886786765,"spread":0.2102785977007839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002482963,0.0003950251,0.0004201361,0.0003427847,0.0001501369,0.00007671272,0.0004044162,0.000614453,0.00001764941],"category_scores_gemma":[0.00004148658,0.0003852172,0.00008299278,0.001386565,0.0002022245,0.0001348402,0.00007869922,0.0006426359,0.0001756582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535274,"about_ca_system_score_gemma":0.00003834067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008508388,"about_ca_topic_score_gemma":0.00007073734,"domain_scores_codex":[0.9983221,0.00005195519,0.0004209639,0.0004510744,0.0001889283,0.0005649528],"domain_scores_gemma":[0.9988083,0.00002935986,0.00008360767,0.0006900259,0.0002364156,0.0001523044],"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":[0.00001146712,0.00004902354,0.0002339093,0.00001250506,0.0001019113,0.00003521634,0.00006649159,0.9804381,0.01110098,0.0002874753,0.00284673,0.004816214],"study_design_scores_gemma":[0.001329055,0.00008054186,0.0001518439,0.0000502252,0.00006991854,0.00008475706,0.00005317823,0.9324829,0.002965988,0.0003636818,0.06184903,0.0005189062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1626115,0.003796254,0.8283021,0.0005217548,0.001136877,0.0007701332,0.000009443538,0.002325507,0.0005264187],"genre_scores_gemma":[0.9591137,0.0003471425,0.03887645,0.0001508545,0.0006831497,0.0003158117,0.0001306558,0.0001408706,0.0002414218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7965022,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147278562","doi":"10.1109/mvt.2021.3063706","title":"Laser Intersatellite Links in a Starlink Constellation: A Classification and Analysis","year":2021,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":278,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Constellation; Satellite constellation; Satellite; Computer science; Communications satellite; Remote sensing; Telecommunications; Aerospace engineering; Engineering; Physics; Geography; Astronomy","retraction":null,"screen_n_in":null,"score":{"opus":0.01366627073675854,"gpt":0.2336260445870007,"spread":0.2199597738502421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128515,0.0001637599,0.0003231806,0.0008947686,0.00003376774,0.00003469858,0.0002351492,0.0006655609,0.0000347052],"category_scores_gemma":[0.00006711793,0.0001789285,0.00005788494,0.002717871,0.0002802844,0.00009067667,0.0001024909,0.0007511399,0.00005693749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007337056,"about_ca_system_score_gemma":0.0000155406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000100087,"about_ca_topic_score_gemma":0.00005560823,"domain_scores_codex":[0.9989925,0.0000367344,0.0003641655,0.0002897448,0.00009609219,0.0002207794],"domain_scores_gemma":[0.9989554,0.00008034032,0.00004389418,0.0007834858,0.0001029836,0.00003385737],"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":[0.00002175539,0.0003189222,0.1646219,0.0002042566,0.001842113,0.0004367779,0.0002349798,0.03600835,0.2358674,0.01745744,0.0005951577,0.542391],"study_design_scores_gemma":[0.0008447194,0.0000435755,0.02575387,0.0000807663,0.0002143867,0.00005223116,0.0004140885,0.8269288,0.1286562,0.002936747,0.01353752,0.0005370895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720293,0.005582844,0.01418639,0.004536515,0.00007442055,0.0001612404,0.000008788455,0.001543703,0.001876781],"genre_scores_gemma":[0.9876289,0.003180892,0.009016125,0.00004424072,0.000006740911,0.00002302248,0.00003836822,0.00002010649,0.00004160848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7909204,"threshold_uncertainty_score":0.7296495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741692976","doi":"10.1109/mvt.2017.2667499","title":"Fog Vehicular Computing: Augmentation of Fog Computing Using Vehicular Cloud Computing","year":2017,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":192,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cloud computing; Computer science; Edge computing; Fog computing; Provisioning; Distributed computing; Mobile cloud computing; Mobile edge computing; Computer network; Context (archaeology); Mobile computing; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02579246512057452,"gpt":0.2885773509212849,"spread":0.2627848858007104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002223252,0.0008320429,0.001294822,0.001057795,0.002242677,0.0005464218,0.004400113,0.0008122392,0.000003453253],"category_scores_gemma":[0.000473761,0.0008896841,0.000456912,0.001262139,0.0008464041,0.0007413269,0.002526063,0.001175495,0.0001066401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296777,"about_ca_system_score_gemma":0.0002882355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267656,"about_ca_topic_score_gemma":0.00000541958,"domain_scores_codex":[0.9939218,0.0002624092,0.001568616,0.001616182,0.001108794,0.001522166],"domain_scores_gemma":[0.9934108,0.0002178697,0.002029764,0.003145995,0.0009672894,0.0002283353],"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":[0.00009738272,0.001268095,0.08846088,0.001057881,0.001397481,0.001774938,0.002580145,0.1151956,0.5542017,0.01576254,0.004843965,0.2133594],"study_design_scores_gemma":[0.002234708,0.0002468876,0.009479011,0.0006526075,0.0001288464,0.0004235706,0.00005661033,0.9093969,0.07198076,0.002104342,0.00227203,0.001023667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5805713,0.0003600911,0.4102795,0.0008147651,0.006455431,0.000437464,9.79888e-7,0.0007383951,0.0003420574],"genre_scores_gemma":[0.8993969,0.00001335219,0.09853119,0.000170187,0.001757734,0.000003184275,0.00001143916,0.00008600577,0.00003002765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7942014,"threshold_uncertainty_score":0.9993554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2182833550","doi":"10.1109/mvt.2015.2481561","title":"Visible Light Communication for Vehicular Networking: Performance Study of a V2V System Using a Measured Headlamp Beam Pattern Model","year":2015,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":190,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"University of Waterloo","keywords":"Headlamp; Visible light communication; Context (archaeology); Light-emitting diode; Photodetector; Computer science; Automotive industry; Photodiode; Engineering; Telecommunications; Electrical engineering; Optics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03272081406041403,"gpt":0.2426714996859353,"spread":0.2099506856255212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001126209,0.0005450123,0.0009442293,0.000617503,0.0001869794,0.00004463181,0.000948305,0.0006527758,9.557768e-7],"category_scores_gemma":[0.00002812088,0.0005691447,0.0001639917,0.001174838,0.0001181662,0.0002514585,0.0001778169,0.0006753899,0.00002111825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004703211,"about_ca_system_score_gemma":0.00009081981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001762978,"about_ca_topic_score_gemma":0.00009718277,"domain_scores_codex":[0.9969979,0.0001076525,0.0009566231,0.0005494635,0.0005538451,0.0008345039],"domain_scores_gemma":[0.9971166,0.00003890653,0.0002903535,0.001809992,0.0005685131,0.0001756239],"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":[0.00003849695,0.0002307814,0.002497861,0.0002819436,0.000320565,0.00002094787,0.000354722,0.9687832,0.02536407,0.00002319099,0.0005088304,0.001575381],"study_design_scores_gemma":[0.002650139,0.0004272654,0.00007752363,0.000458603,0.0002738071,0.0001451452,0.0003783921,0.9841462,0.009931305,0.00006520154,0.000913929,0.0005324775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970466,0.003224881,0.09590108,0.00009058126,0.00043279,0.001874625,0.000009285646,0.00131565,0.0001045596],"genre_scores_gemma":[0.9952029,0.00006673439,0.003932943,0.00002048555,0.0001528439,0.0003825508,0.00003093281,0.0001877699,0.00002286006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09815633,"threshold_uncertainty_score":0.999676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400526331","doi":"10.1109/mvt.2024.3415570","title":"Reconfigurable Intelligent Surfaces for 6G: Emerging Hardware Architectures, Applications, and Open Challenges","year":2024,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Engineering and Physical Sciences Research Council; HORIZON EUROPE Framework Programme; Deutsche Forschungsgemeinschaft; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; National Natural Science Foundation of China; Canada Research Chairs; Agency for Science, Technology and Research","keywords":"Embedded system; Computer architecture; Computer science; Field-programmable gate array; Engineering; Computer hardware","retraction":null,"screen_n_in":null,"score":{"opus":0.0259460479790319,"gpt":0.282401637119424,"spread":0.2564555891403921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002049257,0.0002513367,0.0003148739,0.0004941513,0.000131099,0.00009028383,0.00100422,0.0003087969,0.00001199617],"category_scores_gemma":[0.00005125689,0.0002465473,0.00004641181,0.0004738238,0.0002027495,0.0001223685,0.0001938872,0.0004615813,0.00004964947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006324532,"about_ca_system_score_gemma":0.00001688924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001969929,"about_ca_topic_score_gemma":0.00003553071,"domain_scores_codex":[0.9988554,0.00001538038,0.0002977849,0.0004334777,0.00007600654,0.0003219159],"domain_scores_gemma":[0.9988785,0.0001350077,0.00003867711,0.0008490628,0.00006153277,0.00003726018],"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":[0.000005978855,0.00002149713,0.00001926112,0.0005622589,0.0001594364,0.000007913407,0.00008515234,0.02420061,0.04114403,0.02636728,0.001064742,0.9063618],"study_design_scores_gemma":[0.0001839059,0.00005802567,0.00002166778,0.0002002452,0.00002553866,0.00005501963,0.0003016665,0.04193854,0.1599659,0.04822431,0.7486454,0.000379787],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02843018,0.4477155,0.4873006,0.01746075,0.0004295667,0.00336895,0.0001020119,0.01259782,0.002594618],"genre_scores_gemma":[0.9000549,0.05128888,0.04531017,0.00002931022,0.0000394031,0.0027961,0.0000331677,0.0001221814,0.0003258754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9059821,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2961380111","doi":"10.1109/mvt.2019.2919236","title":"AI-Enabled Future Wireless Networks: Challenges, Opportunities, and Open Issues","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Enabling; Wireless network; Wireless; Quality of service; Open research; Service (business); Radio resource management; Core network; Key (lock)","retraction":null,"screen_n_in":null,"score":{"opus":0.02089846816230519,"gpt":0.2498956206753927,"spread":0.2289971525130876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001989577,0.0003823265,0.0005994646,0.0004343085,0.0001062638,0.00007175432,0.001664256,0.0007799388,0.00005072534],"category_scores_gemma":[0.00001429044,0.0003849848,0.00004221056,0.0005159095,0.0002830296,0.0004613137,0.0007157448,0.0008831805,0.0001160292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007378821,"about_ca_system_score_gemma":0.00002080576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003615509,"about_ca_topic_score_gemma":0.00003211955,"domain_scores_codex":[0.9985109,0.00003838647,0.0003599151,0.0004444705,0.0001397514,0.0005065725],"domain_scores_gemma":[0.9979932,0.00003950987,0.00008981333,0.001702592,0.0001077247,0.00006714966],"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":[0.00004835525,0.0001702212,0.001027106,0.0005225088,0.0005240862,0.0002194089,0.0001771506,0.04421745,0.02932664,0.2121888,0.02005712,0.6915211],"study_design_scores_gemma":[0.00139811,0.0001935354,0.0003400722,0.0002279254,0.00003235173,0.0001504684,0.001517858,0.08138177,0.01314805,0.008326826,0.8922635,0.001019536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5029066,0.3290465,0.02052437,0.1097716,0.002367497,0.003896025,0.00004498518,0.02108853,0.01035391],"genre_scores_gemma":[0.8490444,0.1457952,0.003576056,0.000254521,0.00009147538,0.0002281427,0.00003198744,0.0001213091,0.0008568898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8722064,"threshold_uncertainty_score":0.9998602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212545822","doi":"10.1109/mvt.2021.3121647","title":"LiFi through Reconfigurable Intelligent Surfaces: A New Frontier for 6G?","year":2021,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Engineering and Physical Sciences Research Council; Agence Nationale de la Recherche; Royal Society","keywords":"Computer science; Architecture; Telecommunications; Wireless; Visible light communication; Systems engineering; Enhanced Data Rates for GSM Evolution; Engineering; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02313505657245289,"gpt":0.2548332762211803,"spread":0.2316982196487275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009393383,0.0003117302,0.0004606989,0.0002248467,0.0001076855,0.00003360457,0.0007421401,0.0006014471,0.0001004395],"category_scores_gemma":[0.0002314896,0.0003364583,0.0001281775,0.0009140157,0.0001873264,0.000206805,0.00009339683,0.0005489704,0.0002701527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317675,"about_ca_system_score_gemma":0.0000676619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004397006,"about_ca_topic_score_gemma":0.00005115087,"domain_scores_codex":[0.998488,0.00001825735,0.0004431027,0.0004203105,0.0001217031,0.0005086286],"domain_scores_gemma":[0.9980699,0.00008420448,0.00008048901,0.001515694,0.0001981994,0.00005153022],"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":[0.00002774457,0.0001656853,0.0003054646,0.0002676569,0.0005685748,0.00009286826,0.0001856203,0.1931123,0.411048,0.02328689,0.1007812,0.270158],"study_design_scores_gemma":[0.0003491874,0.0000363754,0.00000951869,0.00005310908,0.00001875993,0.00002726342,0.0001662796,0.009594484,0.530161,0.02697705,0.4323293,0.0002777299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03629577,0.02682621,0.9193869,0.005530728,0.0008878582,0.0006392781,0.00003413047,0.006446055,0.003953105],"genre_scores_gemma":[0.6242051,0.01267293,0.3549086,0.0002598332,0.0001028745,0.0004914413,0.0001102392,0.000229339,0.007019669],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5879093,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029605802","doi":"10.1109/mvt.2009.934672","title":"Cognitive radio networks","year":2009,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":123,"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":"Division of Mathematical Sciences; University of Edinburgh; Scottish Funding Council; Heriot-Watt University","keywords":"Cognitive radio; Exploit; Transceiver; Radio spectrum; Computer science; Interference (communication); Radio resource management; Spectrum management; Computer network; Software-defined radio; Telecommunications; Resource (disambiguation); Wireless; Computer security; Wireless network; Channel (broadcasting)","retraction":null,"screen_n_in":null,"score":{"opus":0.00855950821934291,"gpt":0.232055488476004,"spread":0.2234959802566611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002309964,0.0002935969,0.0003673771,0.0004527281,0.0002128245,0.000107843,0.0006989921,0.0003489511,0.00001261049],"category_scores_gemma":[0.00006163438,0.0002845022,0.0001248937,0.001755967,0.0001835059,0.0002733951,0.00009211601,0.0006134422,0.0001614719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005700584,"about_ca_system_score_gemma":0.00003763199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001163564,"about_ca_topic_score_gemma":0.000005967477,"domain_scores_codex":[0.9980418,0.00006087909,0.0002959567,0.0006889137,0.0002203834,0.0006920347],"domain_scores_gemma":[0.9988985,0.00007987267,0.000116412,0.0006104582,0.0001845942,0.0001101609],"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":[0.00003384563,0.0002708856,0.000698566,0.000004831729,0.0001349608,0.001988746,0.00007424609,0.00227824,0.01010667,0.09578665,0.005794435,0.8828279],"study_design_scores_gemma":[0.003048036,0.001329569,0.01394329,0.0002992732,0.0001116101,0.002322275,0.00003245557,0.8918574,0.01865741,0.05221621,0.01461338,0.001569056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07548331,0.001862385,0.9103386,0.006388784,0.000471563,0.0002712997,0.000001081537,0.001369096,0.0038139],"genre_scores_gemma":[0.9891441,0.0001836544,0.008947222,0.001262223,0.0002585402,0.000007456274,0.000004742558,0.00001668259,0.0001753208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9136608,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785607814","doi":"10.1109/mvt.2019.2917363","title":"Mobile Network-Connected Drones: Field Trials, Simulations, and Design Insights","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada); Blackberry (Canada); University of Alberta","funders":"","keywords":"Drone; Variety (cybernetics); Field (mathematics); Cellular network; Mobile telephony; Mobile device","retraction":null,"screen_n_in":null,"score":{"opus":0.01032768649762122,"gpt":0.2248984330953429,"spread":0.2145707465977217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591646,0.0001585076,0.000307749,0.0002198907,0.00006482815,0.00002326659,0.0001223073,0.0003490574,0.00008402602],"category_scores_gemma":[0.00005139294,0.0001496802,0.00003378823,0.0005952167,0.00003333759,0.00009211639,0.00002258045,0.000190627,0.0001449999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002339645,"about_ca_system_score_gemma":0.00001048863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001494977,"about_ca_topic_score_gemma":0.000006014769,"domain_scores_codex":[0.9991527,0.00004018948,0.0003154409,0.0002247066,0.00006905848,0.000197966],"domain_scores_gemma":[0.9992953,0.0001820649,0.00005651266,0.0003731683,0.00005955034,0.00003339067],"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":[0.000008941654,0.00001942421,0.000530974,0.00002034489,0.00005690924,0.00000244771,0.00002646642,0.954434,0.03621041,0.001160149,0.002413714,0.005116204],"study_design_scores_gemma":[0.0008009147,0.0001694755,0.0001450509,0.00003003968,0.00005399876,0.00001090005,0.00001545185,0.9466757,0.02001428,0.003607461,0.02820318,0.0002735892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5923231,0.003456302,0.4011407,0.0001501932,0.0002697987,0.001219763,0.000004463241,0.0011323,0.0003034333],"genre_scores_gemma":[0.9850541,0.0004900455,0.01397486,0.00005030222,0.00006928494,0.0001463502,0.00002668825,0.0000335359,0.0001548354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.392731,"threshold_uncertainty_score":0.6103783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2957876937","doi":"10.1109/mvt.2019.2919279","title":"The D-OMA Method for Massive Multiple Access in 6G: Performance, Security, and Challenges","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noma; Telecommunications link; Computer science; Provisioning; Computer network; Transmission (telecommunications); Wireless; Scheme (mathematics); Physical layer; Wireless network; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.01816526930043635,"gpt":0.2676436534018066,"spread":0.2494783841013702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002670064,0.0002148253,0.000294374,0.0003880443,0.0001008236,0.00002901995,0.0009423581,0.0003855719,0.000002104228],"category_scores_gemma":[0.0001139713,0.0001773405,0.0000372934,0.0004440824,0.0001958881,0.0002249793,0.0003111037,0.0004941112,0.00002434542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005905411,"about_ca_system_score_gemma":0.000008966718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001050865,"about_ca_topic_score_gemma":0.0001021797,"domain_scores_codex":[0.9989539,0.00002661113,0.0002685057,0.000283247,0.00008950142,0.0003782207],"domain_scores_gemma":[0.9985585,0.0003686241,0.00006970575,0.0009120848,0.00006972597,0.00002131282],"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":[0.00008138005,0.00009939295,0.01883526,0.0009653156,0.0002132836,0.00001462816,0.0002939172,0.08779382,0.06209717,0.02330794,0.0005794201,0.8057185],"study_design_scores_gemma":[0.001921296,0.0001721678,0.004840694,0.0001320709,0.00001412514,0.00003568847,0.0005903133,0.7306429,0.1295468,0.01998103,0.1115752,0.0005476797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476798,0.02048713,0.01948608,0.008022089,0.0002882967,0.001335689,0.00001084812,0.002090332,0.0005997339],"genre_scores_gemma":[0.9636396,0.02296367,0.0127401,0.00002047166,0.00001059492,0.0005359214,0.000003983515,0.00004724973,0.00003845475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8051708,"threshold_uncertainty_score":0.7231737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896032744","doi":"10.1109/mvt.2018.2869425","title":"Signature-Based Nonorthogonal Massive Multiple Access for Future Wireless Networks: Uplink Massive Connectivity for Machine-Type Communications","year":2018,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noma; Telecommunications link; Codebook; Computer science; Computer network; Scrambling; Signature (topology); Wireless; Throughput; Interleaving; Distributed computing; Real-time computing; Telecommunications; Algorithm","retraction":null,"screen_n_in":null,"score":{"opus":0.01977306393938745,"gpt":0.2829975320960616,"spread":0.2632244681566742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002306628,0.0005193036,0.0006215681,0.0005830786,0.0005831944,0.00006256235,0.002860994,0.001172814,0.00001103292],"category_scores_gemma":[0.0003479693,0.0005363232,0.0001957666,0.001329864,0.001051759,0.000292209,0.0004164793,0.001047247,0.00002119632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969294,"about_ca_system_score_gemma":0.00007324767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002424666,"about_ca_topic_score_gemma":0.0002746972,"domain_scores_codex":[0.9980102,0.00005119906,0.0005282582,0.0005692474,0.0001406879,0.0007004626],"domain_scores_gemma":[0.9951103,0.0008042172,0.0002756509,0.002802713,0.0009275377,0.00007953517],"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":[0.0006834755,0.0006471844,0.007370386,0.0005071414,0.001042417,0.00001671127,0.0000915694,0.6481757,0.1237755,0.03312828,0.01015441,0.1744072],"study_design_scores_gemma":[0.001725618,0.0002671883,0.0003203508,0.00006800588,0.00006284627,0.000005698933,0.00005958029,0.885071,0.08056566,0.003650205,0.02761162,0.0005922193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05668274,0.003158218,0.9269255,0.005912414,0.0008991098,0.002175789,0.0002301639,0.003957734,0.00005834646],"genre_scores_gemma":[0.9217086,0.0005472712,0.07488879,0.0001819407,0.000240684,0.001818239,0.0004394753,0.0001495745,0.00002537782],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8650259,"threshold_uncertainty_score":0.9997088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892200077","doi":"10.1109/mvt.2018.2865830","title":"4G\\/5G Spectrum Sharing: Efficient 5G Deployment to Serve Enhanced Mobile Broadband and Internet of Things Applications","year":2018,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":57,"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":"Engineering and Physical Sciences Research Council","keywords":"Telecommunications link; Mobile broadband; Computer network; Computer science; Broadband; Radio access technology; 3rd Generation Partnership Project 2; Telecommunications; User equipment; Mobile telephony; Spectral efficiency; Bandwidth (computing); Base station; Mobile radio; Wireless; Beamforming","retraction":null,"screen_n_in":null,"score":{"opus":0.004944020023371088,"gpt":0.2210686368180329,"spread":0.2161246167946618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001081691,0.0002107443,0.0002878511,0.0004036736,0.00004553018,0.00002032453,0.0003468423,0.0001737752,0.00002604541],"category_scores_gemma":[0.00001679127,0.0002202205,0.00003387409,0.0006874476,0.0001463556,0.00009453364,0.0001047532,0.0001697344,0.000154393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014799,"about_ca_system_score_gemma":0.000007951078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000908902,"about_ca_topic_score_gemma":0.00002375557,"domain_scores_codex":[0.9988223,0.000007600554,0.0003668702,0.000402579,0.0001080811,0.0002925646],"domain_scores_gemma":[0.9991795,0.00001358836,0.00008543253,0.0005438775,0.0001076774,0.00006993727],"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":[0.00001857068,0.00009043993,0.0004203305,0.0001820342,0.00008945548,0.000005772817,0.0004927408,0.1979457,0.7927986,0.001181584,0.0003038945,0.0064708],"study_design_scores_gemma":[0.0004335992,0.0002650876,0.00006908328,0.0001055631,0.00002971782,0.00003150298,0.00004874755,0.1190129,0.8749589,0.0004453812,0.004332457,0.0002670682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4777567,0.0003114358,0.5198926,0.00007864921,0.0001263922,0.0007849738,0.000004167562,0.0005996051,0.0004454107],"genre_scores_gemma":[0.9907605,0.0000277888,0.008352973,0.00003055211,0.00005104844,0.0004737427,0.000007419791,0.00005555369,0.0002404386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5130038,"threshold_uncertainty_score":0.8980333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775635164","doi":"10.1109/mvt.2017.2752760","title":"Secure Group Communications in Vehicular Networks: A Software-Defined Network-Enabled Architecture and Solution","year":2017,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":53,"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":"","keywords":"Computer network; Computer science; Communication in small groups; Platoon; Vehicular ad hoc network; Network architecture; Computer security; Architecture; Enterprise information security architecture; The Internet; Telecommunications; Wireless ad hoc network; Wireless; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.009101383761553679,"gpt":0.2223416181501451,"spread":0.2132402343885914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007127263,0.0006187855,0.0007796468,0.0004815442,0.000743333,0.0001867602,0.001707013,0.001172025,0.00001409213],"category_scores_gemma":[0.000175395,0.0006553307,0.0001491306,0.0007221152,0.0008148201,0.0003195496,0.0006626747,0.002020272,0.00005671801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797213,"about_ca_system_score_gemma":0.00003124181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003034576,"about_ca_topic_score_gemma":0.002334072,"domain_scores_codex":[0.9969696,0.0001371916,0.0006378204,0.0006947861,0.0002622498,0.001298361],"domain_scores_gemma":[0.9959605,0.0001142272,0.0002247224,0.003423147,0.0000962819,0.0001811712],"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":[0.0000260975,0.00007928676,0.0106828,0.00009289494,0.0001943826,0.000244424,0.00004175692,0.9650712,0.004277971,0.001773036,0.002733163,0.01478296],"study_design_scores_gemma":[0.001989187,0.0001111703,0.009754319,0.000388828,0.0001263887,0.0003002776,0.00001080387,0.9438548,0.0002094925,0.006348017,0.03602254,0.0008841447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7158161,0.03000217,0.2395238,0.005995458,0.001336786,0.002141592,0.00002494333,0.004283267,0.0008758563],"genre_scores_gemma":[0.9738489,0.002462747,0.02258932,0.000144379,0.0003019974,0.000302059,0.00009987877,0.0001678985,0.00008276504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580328,"threshold_uncertainty_score":0.9995898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964334230","doi":"10.1109/mvt.2016.2645318","title":"Connected Vehicular Transportation: Data Analytics and Traffic-Dependent Networking","year":2017,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"National Natural Science Foundation of China","keywords":"Taxis; Intelligent transportation system; Computer science; Key (lock); Analytics; Service (business); Big data; Real-time data; Broadband; Computer network; Telecommunications; Transport engineering; Engineering; Computer security; Data science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.0245002124179904,"gpt":0.2428911612234809,"spread":0.2183909488054905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004621345,0.0005245908,0.0006641115,0.0003274397,0.0004912704,0.0002148452,0.001724861,0.0007501502,0.00002982221],"category_scores_gemma":[0.0000682878,0.0005604883,0.0000892082,0.0003724449,0.0004644356,0.0004531554,0.0001587049,0.0009263912,0.0000884652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007238006,"about_ca_system_score_gemma":0.00003625101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008858787,"about_ca_topic_score_gemma":0.0006916196,"domain_scores_codex":[0.9972993,0.0000369865,0.0005839411,0.0008636711,0.0003710653,0.0008450755],"domain_scores_gemma":[0.9962195,0.00004940926,0.0001997485,0.003217605,0.0001192698,0.0001944519],"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":[0.00002164958,0.00006656488,0.003781365,0.0001313636,0.0006381567,0.001481782,0.00004730831,0.9541923,0.00727166,0.0004368237,0.004594555,0.02733645],"study_design_scores_gemma":[0.001446094,0.0000667151,0.004823735,0.0001466919,0.0003478198,0.0002191521,0.00002883941,0.9480765,0.001667902,0.0003313512,0.04209515,0.000750074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800804,0.005486235,0.009088724,0.001102989,0.00120122,0.0005592014,0.0001053321,0.001982664,0.000393189],"genre_scores_gemma":[0.9957293,0.001313871,0.001891421,0.00006390571,0.0004337553,0.00003487487,0.0002906531,0.0001341333,0.0001080837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03750059,"threshold_uncertainty_score":0.9996846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017186664","doi":"10.1109/mvt.2020.2980450","title":"Massive MIMO-Assisted Mobile Edge Computing: Exciting Possibilities for Computation Offloading","year":2020,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Université Laval","funders":"National Science Foundation","keywords":"MIMO; Mobile edge computing; Computer science; Energy consumption; Computation offloading; Enhanced Data Rates for GSM Evolution; Computation; 3G MIMO; Queueing theory; Queuing delay; Multi-user MIMO; Computer network; Edge computing; Distributed computing; Telecommunications; Engineering; Channel (broadcasting); Electrical engineering; Algorithm","retraction":null,"screen_n_in":null,"score":{"opus":0.02504151537890024,"gpt":0.2669246395449283,"spread":0.2418831241660281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003871321,0.0003905522,0.00055771,0.0004262043,0.0004952317,0.0002081036,0.001167325,0.0003577284,0.000001840317],"category_scores_gemma":[0.0002546866,0.0004076555,0.0002080771,0.001470978,0.0002163444,0.0003366654,0.0004735199,0.0004699899,0.0001111806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116911,"about_ca_system_score_gemma":0.0001095977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003394203,"about_ca_topic_score_gemma":7.001033e-7,"domain_scores_codex":[0.9971442,0.00008125754,0.0006813556,0.001017229,0.0002781515,0.0007977746],"domain_scores_gemma":[0.9982632,0.0002959012,0.0003657898,0.0005051934,0.0004111796,0.0001586815],"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":[0.0001094493,0.0004985432,0.003291589,0.001119651,0.000509659,0.0004965719,0.006874382,0.02496183,0.325972,0.01246035,0.05785749,0.5658485],"study_design_scores_gemma":[0.001384008,0.0005875778,0.0004635172,0.0001322149,0.0000371228,0.0001115139,0.0001976258,0.9543365,0.02828002,0.004368837,0.009451617,0.0006494713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3363195,0.0003146038,0.6549298,0.003478318,0.002458692,0.0006454457,0.00000176515,0.001631111,0.000220753],"genre_scores_gemma":[0.8788999,0.000003977006,0.1188701,0.0007068002,0.001311897,0.00006453209,0.0000224167,0.00004789321,0.00007248094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9293746,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151114778","doi":"10.1109/mvt.2006.343629","title":"TEDS: A high speed digital mobile communication air interface for professional users","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Instituto de Telecomunicações; Partenariat Canadien Contre Le Cancer; Università di Pisa","keywords":"Computer science; Computer network; Payload (computing); Physical layer; Quality of service; Network packet; Air interface; WiMAX; Data link layer; Header; Wireless; Telecommunications; Base station","retraction":null,"screen_n_in":null,"score":{"opus":0.00533399745279098,"gpt":0.2428512002442202,"spread":0.2375172027914292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000103454,0.000256434,0.0002887636,0.0003651282,0.0001262534,0.00002489073,0.0008135078,0.0003806906,0.00001089866],"category_scores_gemma":[0.0000339678,0.0002662331,0.00007753252,0.0005093017,0.0002626291,0.0003130454,0.0001530066,0.0004592718,0.00007345828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504759,"about_ca_system_score_gemma":0.00001661838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004464856,"about_ca_topic_score_gemma":0.00001403008,"domain_scores_codex":[0.9988717,0.00002074041,0.000410302,0.0002465089,0.0001285685,0.0003222006],"domain_scores_gemma":[0.9984087,0.00009241872,0.0001048156,0.001198408,0.0001633322,0.0000323083],"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":[0.0000787054,0.0006297066,0.001367242,0.0002473907,0.0001934752,0.00001085473,0.0000846916,0.2209833,0.6820667,0.01519557,0.04102978,0.03811254],"study_design_scores_gemma":[0.001442522,0.0002080719,0.0005684127,0.0002618613,0.00003777938,0.00004521498,0.0001314526,0.05164966,0.7448104,0.02864685,0.1713702,0.0008275183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7855699,0.00204157,0.2017461,0.001374324,0.0002326352,0.001555626,0.00009816217,0.006724439,0.0006572753],"genre_scores_gemma":[0.9688398,0.000118204,0.02952555,0.00002674504,0.00003107679,0.0006562897,0.0001979254,0.00008721747,0.0005171697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832699,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111792673","doi":"10.1109/mvt.2009.932541","title":"Global modeling and control strategy simulation","year":2009,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Electric and Hybrid Vehicle Technologies","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":"Alberta University of the Arts","funders":"","keywords":"Continuously variable transmission; Automotive engineering; Control engineering; Torque; Transmission (telecommunications); Engineering; Co-simulation; Electric vehicle; Control system; Power (physics); Computer science; Simulation; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00828014726181586,"gpt":0.2296052655379413,"spread":0.2213251182761255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007836662,0.0002094217,0.0002550831,0.0002253408,0.00006747692,0.00002618095,0.0001803961,0.0003648361,0.00000345599],"category_scores_gemma":[0.00002758782,0.0002101214,0.00003648471,0.0005898228,0.00007831337,0.000117515,0.00001222325,0.0002667826,0.0000282338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006351161,"about_ca_system_score_gemma":0.00001023197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001602404,"about_ca_topic_score_gemma":0.000003859399,"domain_scores_codex":[0.9990462,0.000008109641,0.0002259324,0.0002460624,0.0001047513,0.0003689391],"domain_scores_gemma":[0.9995869,0.00001400256,0.00002591231,0.0002766371,0.00005652256,0.00004001756],"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":[0.000007446367,0.00001584464,0.0006105366,0.000008921627,0.00003087372,0.00005046319,0.00000159927,0.9221919,0.006803953,0.002447885,0.00009376489,0.06773678],"study_design_scores_gemma":[0.0006057092,0.0001489265,0.0009690802,0.00001208115,0.00003081208,0.00007299119,0.000006387722,0.9751955,0.001586949,0.02094175,0.0002106157,0.0002192153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7927114,0.002856745,0.1999787,0.0005043774,0.00004833806,0.0001706209,0.000005309284,0.003289059,0.00043545],"genre_scores_gemma":[0.9990357,0.0002159685,0.0006038115,0.00006915772,0.00003375272,0.000009785755,0.000002753236,0.00001538025,0.00001369951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063243,"threshold_uncertainty_score":0.8568503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394805428","doi":"10.1109/mvt.2024.3383654","title":"Integrated Sensing and Communication Channel Modeling and Measurements: <i>Requirements and Methodologies Toward 6G Standardization</i>","year":2024,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Standardization; Channel (broadcasting); Systems engineering; Telecommunications; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05872156464369369,"gpt":0.2897211146652744,"spread":0.2309995500215808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575535,0.000206667,0.0002554926,0.0003677615,0.00009760192,0.00008136896,0.00007640717,0.0002241772,8.776038e-7],"category_scores_gemma":[0.0001244013,0.000202366,0.00001490021,0.0004221853,0.0001350762,0.0002945757,0.00007544675,0.0002415447,0.000002179752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008549962,"about_ca_system_score_gemma":0.00001152604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006479894,"about_ca_topic_score_gemma":0.00001530195,"domain_scores_codex":[0.9990655,0.00006592725,0.0002814195,0.0002878388,0.0001045325,0.0001947932],"domain_scores_gemma":[0.9995085,0.00004163992,0.00003233251,0.0002453594,0.0001368386,0.00003534326],"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":[0.00001566579,0.000008237696,0.0001712229,0.0006455808,0.0002691176,0.00002019741,0.0006320896,0.6932325,0.2403458,0.0004270645,0.0001860045,0.06404652],"study_design_scores_gemma":[0.0002934637,0.00002680754,0.000005397404,0.0003653675,0.0000601086,0.00007702369,0.0002353003,0.981082,0.01388227,0.003355706,0.0004083781,0.0002082171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05368939,0.01780768,0.9263029,0.0003797934,0.0001718459,0.0002851324,0.000010192,0.001276926,0.00007617915],"genre_scores_gemma":[0.8943341,0.003062315,0.1024687,0.00001852158,0.00001594833,0.0000181542,0.00002194503,0.00004771275,0.00001257154],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8406448,"threshold_uncertainty_score":0.8252245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366966556","doi":"10.1109/mvt.2023.3263334","title":"Dynamic Heterogeneous Redundancy-Based Joint Safety and Security for Connected Automated Vehicles: Preliminary Simulation and Field Test Results","year":2023,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":22,"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":"Jiangsu Provincial Key Research and Development Program; National Natural Science Foundation of China","keywords":"Redundancy (engineering); Executor; Functional safety; Computer science; Vulnerability (computing); Computer security; Fail-safe; Reliability engineering; Engineering; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.008394012647142431,"gpt":0.2335266593707734,"spread":0.2251326467236309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002683409,0.0003130936,0.0004055042,0.0005509423,0.0001111022,0.00002658478,0.0001379491,0.0005347242,0.000001559839],"category_scores_gemma":[0.0004937995,0.0003482671,0.00005713479,0.0006609422,0.0001018061,0.00006843993,0.00005197255,0.0002743523,0.00002289008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025321,"about_ca_system_score_gemma":0.00002212388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002426465,"about_ca_topic_score_gemma":0.000005918014,"domain_scores_codex":[0.9984511,0.00002156289,0.0005482752,0.0004476198,0.0001113263,0.0004201088],"domain_scores_gemma":[0.9986929,0.0005917543,0.00008146898,0.0004691894,0.0000906655,0.00007398752],"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":[0.0001029771,0.00002241555,0.0001140073,0.0005064596,0.00008113948,0.00006836671,0.00006939582,0.9425527,0.05395322,0.00002322,0.0006192187,0.001886843],"study_design_scores_gemma":[0.001679546,0.0003609536,0.002156275,0.000194823,0.00004038749,0.00006625343,0.0000130918,0.9728051,0.01883757,0.0001547093,0.003345517,0.0003457575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491783,0.001006132,0.03038217,0.001582523,0.000506876,0.001475126,0.0003476115,0.01547199,0.00004923312],"genre_scores_gemma":[0.9974651,0.00005990322,0.002015181,0.0000283699,0.00002584094,0.0001349447,0.0001505419,0.00008825665,0.00003186323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04828677,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907218180","doi":"10.1109/mvt.2018.2866306","title":"Noncoherent MIMO Signaling for Block-Fading Channels: Approaches and Challenges","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Fading; MIMO; Channel (broadcasting); Block (permutation group theory); Computer science; Wireless; Electronic engineering; Computer network; Telecommunications; Engineering; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.03854059913892738,"gpt":0.236712626223888,"spread":0.1981720270849606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001906751,0.0002548689,0.0003518474,0.0003673953,0.00006719725,0.00001725292,0.0003789952,0.0003596679,0.000005161362],"category_scores_gemma":[0.00002382362,0.0002666312,0.00005888813,0.000227976,0.0001047189,0.0001197007,0.00009158309,0.0003287622,0.00003309791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005585519,"about_ca_system_score_gemma":0.000006528835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.611869e-7,"about_ca_topic_score_gemma":0.000002777289,"domain_scores_codex":[0.9989485,0.00001729793,0.0002659743,0.0003337386,0.00009225211,0.0003422151],"domain_scores_gemma":[0.9990886,0.00008501412,0.00006552415,0.00066042,0.00005621728,0.0000442591],"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":[0.000027543,0.0001325515,0.0003891407,0.001593925,0.0003343366,0.00001116423,0.000452578,0.1029727,0.6842408,0.01765526,0.0003478333,0.1918422],"study_design_scores_gemma":[0.001114891,0.0002647826,0.00005006238,0.0003189867,0.00005073316,0.00007193987,0.0003413079,0.2015797,0.7243668,0.008540013,0.06247105,0.0008296986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602043,0.04472576,0.08231083,0.002826422,0.0004520614,0.002127921,0.00001337316,0.005865355,0.001473998],"genre_scores_gemma":[0.9680125,0.003734095,0.02756844,0.00001692128,0.00005052564,0.0004561091,0.000007784149,0.00008288823,0.00007070845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1910125,"threshold_uncertainty_score":0.9999786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040780676","doi":"10.1109/mvt.2020.3002522","title":"Detecting Fake Mobile Crowdsensing Tasks: Ensemble Methods Under Limited Data","year":2020,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Istanbul Teknik Üniversitesi","keywords":"Boosting (machine learning); Computer science; AdaBoost; Leverage (statistics); Machine learning; Ensemble learning; Crowdsensing; Mobile device; Artificial intelligence; Classifier (UML); Data science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.04844445269404901,"gpt":0.3109390353760782,"spread":0.2624945826820292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001081958,0.0004730938,0.0006346446,0.0004629723,0.0004532539,0.0003054873,0.002696319,0.0005462285,0.00001046558],"category_scores_gemma":[0.0006805742,0.0004774051,0.0001274519,0.002752943,0.0002781887,0.0005566964,0.00164925,0.001044489,0.0002759596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006855946,"about_ca_system_score_gemma":0.0001153055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001209748,"about_ca_topic_score_gemma":0.00001409455,"domain_scores_codex":[0.9960783,0.00030704,0.0006484448,0.001692599,0.0003676376,0.0009059741],"domain_scores_gemma":[0.9956524,0.000287225,0.0002892534,0.003295664,0.0002325601,0.0002428847],"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":[0.000009108368,0.00005159649,0.00008288633,0.00004121881,0.00009640445,0.0002840184,0.0002153103,0.005557253,0.7289131,0.0008208461,0.001554099,0.2623742],"study_design_scores_gemma":[0.0006826824,0.0002484698,0.00005764126,0.00008886968,0.00007324693,0.0005519973,0.0002355796,0.5992395,0.3585564,0.001531216,0.03801746,0.0007168892],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1557547,0.001081898,0.833905,0.005424401,0.0005086537,0.0003553519,0.000005511549,0.002629674,0.0003348917],"genre_scores_gemma":[0.6612846,0.00002704753,0.3369257,0.001446257,0.0001685609,0.00001780179,0.00001310761,0.00005751866,0.00005939781],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5936822,"threshold_uncertainty_score":0.9997678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407026409","doi":"10.1109/mvt.2025.3531346","title":"Exploring the 6G Potentials: Immersive, Hyperreliable, and Low-Latency Communication","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Telecommunications; Human–computer interaction","retraction":null,"screen_n_in":null,"score":{"opus":0.01382878175163217,"gpt":0.2172572677497106,"spread":0.2034284859980784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001465709,0.0001722541,0.0002031397,0.000332818,0.0001784564,0.00002265707,0.0003201549,0.0001546879,0.000003968245],"category_scores_gemma":[0.00005632293,0.0001493147,0.00003271276,0.0008139006,0.0001561086,0.0002494381,0.00009216874,0.0003289169,0.00004307699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000578729,"about_ca_system_score_gemma":0.00001012883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006468335,"about_ca_topic_score_gemma":0.000009311107,"domain_scores_codex":[0.9991995,0.00003111309,0.0002696737,0.0002012812,0.00006635433,0.0002321526],"domain_scores_gemma":[0.9991111,0.00004584967,0.00004610153,0.0006869896,0.00008880618,0.0000211127],"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":[0.0000151342,0.00005489069,0.001027757,0.0003157594,0.0002556137,0.00002340027,0.0002076337,0.5474981,0.4126153,0.009121059,0.00248157,0.02638383],"study_design_scores_gemma":[0.003023134,0.0001047647,0.003582751,0.001498583,0.0003918007,0.0001854954,0.001525555,0.5872531,0.3596258,0.01273786,0.02867626,0.001394921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6654891,0.01636139,0.3088402,0.002892445,0.001209114,0.000885036,0.000006640174,0.001553153,0.002762895],"genre_scores_gemma":[0.9911139,0.005011281,0.003310927,0.00004619308,0.00001963203,0.0001876132,0.00000980613,0.00003309737,0.0002675652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3256248,"threshold_uncertainty_score":0.6088876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981216466","doi":"10.1109/mvt.2019.2936087","title":"Transmission Protocol Customization for Network Slicing: A Case Study of Video Streaming","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Huawei Technologies (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer network; Packet loss; Network traffic control; Scalable Video Coding; Network packet; Quality of experience; Cache; Linear network coding; Quality of service; Scalability; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.01226948365872469,"gpt":0.2601859982090314,"spread":0.2479165145503067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003378117,0.0001700141,0.0003061387,0.0003025087,0.0001163869,0.00002828671,0.0004799195,0.0001819002,0.000003719883],"category_scores_gemma":[0.00002066421,0.0001501294,0.00008124326,0.0007469602,0.0000296764,0.0001768081,0.00008541381,0.0001926255,0.00001315994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003006774,"about_ca_system_score_gemma":0.00003746959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005899815,"about_ca_topic_score_gemma":0.00003327907,"domain_scores_codex":[0.9986601,0.00005987244,0.0003698623,0.0004591781,0.0001716845,0.0002792981],"domain_scores_gemma":[0.9988428,0.00006344866,0.0001857279,0.0006999712,0.0001698672,0.00003812719],"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":[0.0005200809,0.003793148,0.04088514,0.0008277321,0.0004922796,0.002595501,0.002141818,0.2333752,0.3501063,0.003241085,0.004347438,0.3576743],"study_design_scores_gemma":[0.006601437,0.002691846,0.0001878024,0.0002157083,0.00006543496,0.0009615651,0.0003336187,0.9728988,0.007850927,0.0004499253,0.007336425,0.0004064791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7107123,0.0000190964,0.2611243,0.0001585525,0.0001278203,0.02748276,7.341011e-7,0.0003286737,0.00004578031],"genre_scores_gemma":[0.9841849,8.279603e-7,0.00512235,0.00003598097,0.00003844297,0.01044009,0.000001273577,0.00001726442,0.0001589394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7395236,"threshold_uncertainty_score":0.61221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226204340","doi":"10.1109/mvt.2022.3158043","title":"Energy Consumption of a Battery Electric Vehicle in Winter Considering Preheating: Tradeoff Between Improved Performance and Total Energy Consumption","year":2022,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Energy consumption; Automotive engineering; Battery (electricity); Range (aeronautics); Battery electric vehicle; Environmental science; Driving range; Electric vehicle; Energy (signal processing); Driving cycle; Total energy; Energy storage; Consumption (sociology); Engineering; Electrical engineering; Aerospace engineering; Power (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.006761970559324606,"gpt":0.1895304529655967,"spread":0.1827684824062721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000134931,0.0002454317,0.0003995006,0.000703592,0.0000977407,0.00001292005,0.0001656513,0.0002438619,0.00006942591],"category_scores_gemma":[0.000008871508,0.000276564,0.00005103743,0.0006175897,0.0001107654,0.0001343272,0.00008574471,0.0005600429,0.000001995397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437963,"about_ca_system_score_gemma":0.00002316423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243147,"about_ca_topic_score_gemma":0.000009978411,"domain_scores_codex":[0.9985703,0.00004937804,0.0004749731,0.0003241269,0.0001547943,0.000426485],"domain_scores_gemma":[0.9995115,0.00005460652,0.0001050912,0.0002522414,0.00002938674,0.00004715056],"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":[0.00002918655,0.00002970486,0.105732,0.0001445816,0.00008458974,0.00001908283,0.00004839009,0.007792097,0.8213789,0.0001109098,0.0001659354,0.06446468],"study_design_scores_gemma":[0.002064981,0.0006569992,0.1074141,0.00008136936,0.00007200468,0.0004145771,0.00002792456,0.5085405,0.3784123,0.0003226982,0.00140545,0.000587122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959951,0.001778396,0.001512762,0.0001135246,0.0001131078,0.000129385,0.00001293112,0.0002824913,0.00006230336],"genre_scores_gemma":[0.9991351,0.0003626839,0.0002434545,0.00004345907,0.00003831875,0.00008771237,0.00001773172,0.00004376032,0.00002780657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5007483,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066844082","doi":"10.1109/mvt.2011.940792","title":"An Open-Source Archiving System","year":2011,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":12,"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":"Wireless; Channel (broadcasting); Computer science; Data collection; Data science; Set (abstract data type); Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.02393341203749948,"gpt":0.2543658130494606,"spread":0.2304324010119611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000482914,0.0002327154,0.0003299066,0.0003104165,0.0002118321,0.0001793511,0.004691164,0.0002647107,0.00001389187],"category_scores_gemma":[0.00001109673,0.0002089512,0.0000479025,0.0008769992,0.0001438795,0.0005720715,0.0007787003,0.00038789,0.0003230321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003860504,"about_ca_system_score_gemma":0.00004846718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002917919,"about_ca_topic_score_gemma":0.00001763593,"domain_scores_codex":[0.9981796,0.0001168683,0.0003180894,0.0006868017,0.0001789462,0.0005196527],"domain_scores_gemma":[0.9977885,0.00002298206,0.0001523785,0.001829206,0.00008276992,0.0001241712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005492019,0.000718472,0.006915355,0.0001641275,0.0001421029,0.001114203,0.0007519418,0.001167129,0.06095776,0.5525088,0.00347547,0.3720297],"study_design_scores_gemma":[0.003455362,0.003320437,0.009316699,0.001016997,0.00006482702,0.002081119,0.0001857616,0.6873643,0.117599,0.02636805,0.1466686,0.002558889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05939225,0.00009599909,0.9269297,0.0003921719,0.0003361996,0.003108819,0.000001556382,0.002501669,0.007241708],"genre_scores_gemma":[0.9204397,0.000003971103,0.07754162,0.0001511809,0.00008527398,0.001513708,0.000001580906,0.00003367026,0.0002293446],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8610474,"threshold_uncertainty_score":0.8717429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200515072","doi":"10.1109/mvt.2021.3116995","title":"6G Networks: Is This an Evolution or a Revolution? [From the Guest Editors]","year":2021,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Satellite Communication Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Computer science; Cloud computing; Telecommunications; Leverage (statistics); Network architecture; Telecommunications network; Automation; Engineering; Computer network; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01556676076937719,"gpt":0.239798643956907,"spread":0.2242318831875298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002887404,0.0002602729,0.000305331,0.0001467853,0.0001945795,0.00005349935,0.0008396754,0.0005937095,0.0002036422],"category_scores_gemma":[0.0001341243,0.0002073747,0.00008610562,0.001453787,0.0001964333,0.0001735522,0.0001758378,0.0006608463,0.0007713803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276761,"about_ca_system_score_gemma":0.00006032283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003704465,"about_ca_topic_score_gemma":0.0002003422,"domain_scores_codex":[0.9983912,0.0001590137,0.000448532,0.0003846324,0.0002388368,0.0003778289],"domain_scores_gemma":[0.9971285,0.0001389883,0.00008598309,0.002326679,0.000252944,0.00006685963],"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":[0.00004972966,0.0003146314,0.01307799,0.0001034023,0.0007949505,0.0002889336,0.0007338169,0.01432263,0.1278849,0.002063164,0.8222312,0.0181347],"study_design_scores_gemma":[0.0004605223,0.00005158938,0.00237456,0.0001472181,0.00007451941,0.0001717624,0.0002177615,0.07742797,0.008175408,0.0006370959,0.909853,0.0004086431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4164373,0.2878366,0.1458876,0.03821342,0.07450698,0.003491188,0.0004260096,0.02307208,0.01012884],"genre_scores_gemma":[0.9867278,0.003018937,0.002373778,0.0003034993,0.006305448,0.0001768748,0.0001525245,0.0001089415,0.0008321393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5702905,"threshold_uncertainty_score":0.991479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134847275","doi":"10.1109/mvt.2021.3057355","title":"Intracell Frequency Band Exiling for Green Wireless Networks: Implementation, Performance Metrics, and Use Cases","year":2021,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Spectral efficiency; Base station; Computer science; Efficient energy use; Wireless; Energy consumption; Frequency band; Wireless network; Electronic engineering; Zoom; Radio spectrum; Real-time computing; Computer network; Telecommunications; Engineering; Electrical engineering; Bandwidth (computing)","retraction":null,"screen_n_in":null,"score":{"opus":0.01250536112283309,"gpt":0.2405691584780414,"spread":0.2280637973552083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117187,0.0001993541,0.0002581416,0.0003081764,0.0001091428,0.00003475846,0.0001006129,0.0002296791,0.00001025271],"category_scores_gemma":[0.00008684941,0.0002233617,0.00003299563,0.0008380232,0.00006465487,0.0003403225,0.00002492571,0.0001807805,0.000005481922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007735514,"about_ca_system_score_gemma":0.00001930287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009793487,"about_ca_topic_score_gemma":0.0001388191,"domain_scores_codex":[0.998938,0.00001546675,0.0003493649,0.0003000089,0.00007412667,0.0003229904],"domain_scores_gemma":[0.9992275,0.0001154222,0.00007228827,0.0002959189,0.0002430374,0.00004584815],"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":[0.00002059016,0.00006647703,0.06712891,0.000883952,0.000307043,0.0003284244,0.0001354643,0.6190252,0.22909,0.001059829,0.001089211,0.08086491],"study_design_scores_gemma":[0.001980954,0.0001744695,0.001182057,0.0001755941,0.000132296,0.0006237462,0.0002564607,0.679194,0.310602,0.0003702704,0.004523101,0.0007850256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6587754,0.003425666,0.3366661,0.00007795153,0.0002605655,0.0003327873,0.00002228559,0.0004263387,0.00001289454],"genre_scores_gemma":[0.9763747,0.001727964,0.02142758,0.0000209923,0.00008775811,0.0001195277,0.00008603423,0.00006008584,0.00009534151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3175993,"threshold_uncertainty_score":0.9108425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129551233","doi":"10.1109/mvt.2006.307296","title":"Effective interference control in ultra-wideband wireless networks","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Ultra-Wideband Communications Technology","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Multipath propagation; Computer network; Radio resource management; Computer science; Robustness (evolution); Power control; Wireless; Wireless network; Fading; Ultra-wideband; Physical layer; Interference (communication); Electronic engineering; Channel (broadcasting); Engineering; Telecommunications; Power (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.002918934861139275,"gpt":0.1892968321159721,"spread":0.1863778972548328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001947014,0.00035365,0.0005128005,0.000851826,0.0000700973,0.00002378877,0.0008419312,0.000790392,0.00001529943],"category_scores_gemma":[0.00004270949,0.0003668102,0.00008118308,0.001396512,0.0003895584,0.0001151555,0.00004053371,0.001136874,0.0001193911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176659,"about_ca_system_score_gemma":0.00001315309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003699931,"about_ca_topic_score_gemma":0.0006169622,"domain_scores_codex":[0.9983504,0.00006775094,0.000491182,0.0003821242,0.0001026144,0.0006059429],"domain_scores_gemma":[0.9985754,0.0001868371,0.00007001709,0.001050533,0.00008047607,0.00003669568],"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":[0.00005360543,0.0003126812,0.04586229,0.00006311647,0.0001893926,0.0002006945,0.00003363192,0.1698959,0.7231772,0.0115299,0.003137612,0.04554398],"study_design_scores_gemma":[0.0100073,0.0006473975,0.02293159,0.0005992476,0.0002183783,0.000649279,0.0001075451,0.4275064,0.4841206,0.02985646,0.02062072,0.002735082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7194774,0.002910864,0.2704393,0.0007885682,0.0002661445,0.0007769117,0.000009031402,0.002729186,0.002602617],"genre_scores_gemma":[0.9985918,0.0002125993,0.0004174069,0.00006850817,0.00004494915,0.0005344549,0.00001650037,0.00006412239,0.00004967565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2791144,"threshold_uncertainty_score":0.9998784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386634498","doi":"10.1109/mvt.2023.3306552","title":"Wireless-Powered Interference Networks: Applications, Approaches, and Challenges","year":2023,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Research Foundation of Korea","keywords":"Wireless; Interference (communication); Telecommunications; Computer science; Wireless network; Computer network; Radio resource management; Engineering; Channel (broadcasting)","retraction":null,"screen_n_in":null,"score":{"opus":0.02902755455704973,"gpt":0.2110476239923707,"spread":0.182020069435321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002197622,0.00029633,0.0003253295,0.0004161744,0.00008996836,0.0000303158,0.0004157246,0.0005348905,0.000004575889],"category_scores_gemma":[0.0000191839,0.0003140496,0.0000397547,0.001087487,0.0002684259,0.00008915618,0.0001335078,0.0005483739,0.0001477345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003972602,"about_ca_system_score_gemma":0.000008527476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.473069e-7,"about_ca_topic_score_gemma":0.00002172233,"domain_scores_codex":[0.9985844,0.0000275898,0.0002943344,0.0004655334,0.0001141924,0.0005139625],"domain_scores_gemma":[0.9991018,0.00008159809,0.00005191887,0.0006433916,0.00003999944,0.00008134777],"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":[0.000009189022,0.00006110445,0.001016664,0.0004638216,0.0002556708,0.0001088597,0.000100218,0.4060868,0.007092869,0.02660518,0.003220139,0.5549795],"study_design_scores_gemma":[0.0004270576,0.00005943767,0.001338421,0.0001798936,0.00003861692,0.0001003762,0.000105328,0.9472604,0.002056743,0.002154154,0.04566376,0.0006157479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5884359,0.1175139,0.245164,0.00518948,0.001625481,0.001726339,0.00002329038,0.03326524,0.007056368],"genre_scores_gemma":[0.9722707,0.02539111,0.001318049,0.00001892863,0.0001765977,0.0005475878,0.0000339376,0.0000964482,0.0001466378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5543638,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997842638","doi":"10.1109/mvt.2020.3017152","title":"Topology Optimization for 6G Networks: A Network Information-Theoretic Approach","year":2020,"lang":"en","type":"preprint","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"King Abdullah University of Science and Technology","keywords":"Network topology; Computer science; Interference (communication); Distributed computing; Software deployment; Computer network; Scheme (mathematics); Quality of service; Wireless network; Topology (electrical circuits); Radio resource management; Wireless; Telecommunications; Engineering; Channel (broadcasting); Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.007999407193165163,"gpt":0.2128963349444687,"spread":0.2048969277513035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002441924,0.0006360742,0.0008807674,0.0004943403,0.0001310272,0.00007373852,0.0006851049,0.002030273,0.00002024252],"category_scores_gemma":[0.0001278546,0.0007186923,0.0001924812,0.0008816117,0.0002247719,0.0002552928,0.0002722756,0.001140446,0.00004996782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195086,"about_ca_system_score_gemma":0.00005858374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001115533,"about_ca_topic_score_gemma":0.000001470742,"domain_scores_codex":[0.9975961,0.00005210879,0.0009464439,0.0005614093,0.0001472368,0.0006966779],"domain_scores_gemma":[0.9982638,0.00006592867,0.000357146,0.0009022964,0.0003080314,0.0001028112],"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":[0.00002214739,0.00001501459,0.00002029127,0.0007050433,0.000161013,0.000004121412,0.00004588117,0.9850965,0.00003697672,0.005049618,0.007599254,0.001244199],"study_design_scores_gemma":[0.0006368071,0.00006633013,0.000001930717,0.0001210119,0.0001436388,0.00003698028,0.0000276771,0.9840448,0.0001277114,0.008022136,0.006155604,0.0006153959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001784836,0.001466691,0.9883028,0.000703652,0.002246951,0.002496142,0.00006363889,0.003447223,0.001094479],"genre_scores_gemma":[0.2199697,0.001082842,0.7695991,0.0003204748,0.001720613,0.003470692,0.003444057,0.0003303497,0.00006217347],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2197912,"threshold_uncertainty_score":0.9995264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405361773","doi":"10.1109/mvt.2024.3468128","title":"The Evolution of Automotive Software: From Safety to Quality and Security [Automotive Electronics]","year":2024,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Automotive industry; Automotive electronics; Electronics; Software; Quality (philosophy); Engineering; Manufacturing engineering; Computer science; Electrical engineering; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.004998687425138096,"gpt":0.2236658435685457,"spread":0.2186671561434076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005275658,0.0002875696,0.0003964267,0.0003251307,0.00008748517,0.00003241974,0.0003382248,0.0003672758,0.00000654668],"category_scores_gemma":[0.0003174527,0.0002503014,0.00008798173,0.0009706435,0.000192236,0.00009901416,0.00009224764,0.0006098418,0.00009728561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007180268,"about_ca_system_score_gemma":0.00007940202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005239642,"about_ca_topic_score_gemma":0.00007981039,"domain_scores_codex":[0.9983572,0.0000592471,0.0005342657,0.0004102902,0.0002021226,0.0004369247],"domain_scores_gemma":[0.9988,0.0003288218,0.00004922692,0.0005946155,0.0001587588,0.00006856727],"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":[0.0002122162,0.000228534,0.006817058,0.002234688,0.005625882,0.0002545784,0.004037571,0.3923394,0.3473553,0.1241089,0.01246145,0.1043245],"study_design_scores_gemma":[0.001854504,0.0006461263,0.06304717,0.001420983,0.0004178442,0.0002133988,0.0006784636,0.3911842,0.1866867,0.06612042,0.2852713,0.002458884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6523489,0.03369975,0.3028372,0.002442861,0.001753591,0.0008782757,0.0002059623,0.005480398,0.0003530457],"genre_scores_gemma":[0.9974884,0.0001796801,0.002014774,0.00001662022,0.0000840334,0.00008072595,0.000009908646,0.00006485008,0.00006098381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3451395,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136070110","doi":"10.1109/mvt.2006.283571","title":"Challenges and Trends in the Design of a New Air Interface","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Air interface; Quality of service; Telecommunications link; Computer science; Interface (matter); Computer network; Relay; Resource allocation; Wireless; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.02424112321458338,"gpt":0.2604332694131976,"spread":0.2361921461986142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000147705,0.0001273581,0.0001854497,0.000458163,0.00001431616,0.000002773907,0.0003904917,0.0001746925,0.000002490999],"category_scores_gemma":[0.00001081142,0.0001055595,0.00002017316,0.0004462215,0.0001296868,0.00006135425,0.00004129547,0.0002648905,0.000004177613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002119683,"about_ca_system_score_gemma":0.000003476863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006065344,"about_ca_topic_score_gemma":0.00006591642,"domain_scores_codex":[0.9994095,0.000034811,0.0002101314,0.0001298257,0.00006783869,0.0001479243],"domain_scores_gemma":[0.9993344,0.00004675886,0.00003980055,0.0005500038,0.00001857571,0.00001049],"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":[0.00001339929,0.0001039774,0.0001229638,0.00006103564,0.00003386183,0.00002754298,0.0004106763,0.0770929,0.2323568,0.01287358,0.003444483,0.6734588],"study_design_scores_gemma":[0.001657608,0.0004145589,0.01632123,0.0002872995,0.00004681528,0.000299782,0.0003969965,0.04742123,0.8164009,0.07936583,0.03657908,0.0008086077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2973937,0.08687443,0.5981984,0.008792268,0.00008285123,0.0005939068,0.000003737468,0.002832525,0.005228234],"genre_scores_gemma":[0.9778469,0.002596759,0.01941089,0.00001151706,0.00001041824,0.00004179478,0.00000147406,0.00002100367,0.0000592485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6804532,"threshold_uncertainty_score":0.4304592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941267428","doi":"10.1109/mvt.2025.3579515","title":"AI-Driven Mobility Management for High-Speed Railway Communications: Compressed Measurements and Proactive Handover","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Key Research and Development Program of China; Queen's University; National Natural Science Foundation of China; Queen's University Belfast","keywords":"Handover; Mobility management; Train; Wireless; Event (particle physics); Scheme (mathematics); Compressed sensing; Soft handover","retraction":null,"screen_n_in":null,"score":{"opus":0.02145642036870569,"gpt":0.2554005010754522,"spread":0.2339440807067465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017354,0.0001581161,0.0002259983,0.00007472496,0.0003064299,0.00004033736,0.0004359585,0.0001817559,0.00008802627],"category_scores_gemma":[0.00006640093,0.00007731452,0.00005942152,0.0004320839,0.00006883119,0.00009200405,0.0001665567,0.0002002776,0.00006910894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003944821,"about_ca_system_score_gemma":0.000005608511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005231512,"about_ca_topic_score_gemma":0.0001579772,"domain_scores_codex":[0.999036,0.00006086586,0.0002286164,0.0003490883,0.0001045492,0.0002208727],"domain_scores_gemma":[0.9991124,0.0003514188,0.00007367974,0.0002586883,0.0001693457,0.00003443118],"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":[0.0003654365,0.0008588962,0.02617514,0.0001013311,0.0006658347,0.000006313447,0.00002273313,0.00006994676,0.8751072,0.02258494,0.03212486,0.04191742],"study_design_scores_gemma":[0.002483322,0.0008184494,0.05696648,0.0005202834,0.0006688226,0.0000360756,0.0003027883,0.01122921,0.1580479,0.05170413,0.716195,0.001027445],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553728,0.00196966,0.001835769,0.03025365,0.0005691854,0.003957585,0.001113291,0.00057152,0.004356597],"genre_scores_gemma":[0.9953465,0.0005607947,0.001595782,0.0005807907,0.00002612959,0.0003373634,0.0005987557,0.000001646633,0.0009521908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7170592,"threshold_uncertainty_score":0.3152795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410770572","doi":"10.1109/mvt.2025.3552887","title":"Autonomous Vehicles: The Critical Role of Vehicle Sensors [Automotive Electronics]","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Automotive industry; Automotive electronics; Electronics; Vehicle safety; Automotive engineering; Engineering; Computer science; Electrical engineering; Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.003210308058454655,"gpt":0.2147969623149619,"spread":0.2115866542565073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003412305,0.0003820132,0.00055732,0.0006067886,0.0002310629,0.00001670525,0.0009026949,0.0009274256,0.00003314693],"category_scores_gemma":[0.0002207086,0.0003286323,0.0001764681,0.00151526,0.001283877,0.0001045184,0.0001472759,0.001325891,0.0001793519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871227,"about_ca_system_score_gemma":0.0001180296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004799565,"about_ca_topic_score_gemma":0.00001551324,"domain_scores_codex":[0.9979147,0.0000678063,0.0006112725,0.0004460851,0.0001757316,0.0007843464],"domain_scores_gemma":[0.9983764,0.000231387,0.00007557855,0.001045546,0.0002202616,0.00005084259],"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":[0.0000838071,0.000410377,0.004404048,0.0002534352,0.001049996,0.0001254181,0.0003228683,0.03357433,0.6017048,0.2807022,0.003863659,0.07350504],"study_design_scores_gemma":[0.0009050689,0.0002311241,0.003279921,0.000108565,0.000222156,0.00009393918,0.0004304883,0.1352673,0.7543089,0.05658567,0.04799389,0.0005729196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721318,0.00799352,0.003348068,0.006519874,0.0003693152,0.0004672148,0.00002262996,0.00329405,0.005853522],"genre_scores_gemma":[0.9985161,0.0002196841,0.0006083271,0.0001704174,0.00003203272,0.00009258395,0.000004413293,0.00005308431,0.0003033398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241165,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396909788","doi":"10.1109/mvt.2024.3392450","title":"A Hardware-Oriented Design Approach for Light Electric Vehicles: Onboard State-of-Charge Estimation","year":2024,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"State (computer science); State of charge; Engineering; Charge (physics); Estimation; Computer science; Embedded system; Electrical engineering; Computer hardware; Telecommunications; Systems engineering; Power (physics); Battery (electricity)","retraction":null,"screen_n_in":null,"score":{"opus":0.0145892334100388,"gpt":0.2563965368337949,"spread":0.2418073034237561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003252062,0.0003583198,0.0004548051,0.001704606,0.00007463287,0.0000355634,0.0005451038,0.000461981,0.000009334126],"category_scores_gemma":[0.0002146157,0.0003446834,0.000125515,0.002645965,0.0001587849,0.0002287422,0.00007656954,0.0007267127,0.0001307968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400012,"about_ca_system_score_gemma":0.00005529334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.448422e-7,"about_ca_topic_score_gemma":3.901039e-7,"domain_scores_codex":[0.9978911,0.00002844853,0.0004871813,0.0005580251,0.0002946737,0.0007406266],"domain_scores_gemma":[0.9989149,0.0001319408,0.00005433197,0.00068424,0.0001582353,0.00005637087],"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":[0.00003856685,0.00007444878,0.00002254334,0.0006829223,0.0002073125,0.00005430159,0.00003899926,0.107416,0.7599171,0.001077778,0.004194709,0.1262752],"study_design_scores_gemma":[0.0002449695,0.0001793411,0.000005648956,0.00005394677,0.00002482459,0.00002859522,0.000007929248,0.5044895,0.4877581,0.002327477,0.004680623,0.0001990524],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08174796,0.003445797,0.9076178,0.0003970109,0.0002154242,0.001256695,0.00003614503,0.005160465,0.000122683],"genre_scores_gemma":[0.7691836,0.0004088037,0.2284575,0.00001603606,0.00004434547,0.001236752,0.00005997811,0.0001939595,0.000398977],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6874357,"threshold_uncertainty_score":0.9999005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112095575","doi":"10.1109/mvt.2008.923975","title":"High-speed rail approaches 200 Mi/h in the Western Hemisphere [Transportation Systems]","year":2008,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Rail transportation; Transport engineering; Western hemisphere; Rail traffic; Engineering; Telecommunications; Third rail; Electrical engineering; Automotive engineering; Computer science; Systems engineering; Environmental science; Business; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05107822142538182,"gpt":0.2088372821558053,"spread":0.1577590607304235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003521409,0.000178407,0.0004184098,0.0003676654,0.0001258805,0.0000270145,0.0003731979,0.0004173075,0.0001047079],"category_scores_gemma":[0.00002366859,0.0001628838,0.0001008482,0.001064614,0.0001444877,0.0001389851,0.000009129859,0.0003889611,0.0005513193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004525027,"about_ca_system_score_gemma":0.00001342731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402646,"about_ca_topic_score_gemma":0.0001161707,"domain_scores_codex":[0.9985761,0.00002518231,0.000661399,0.0004062058,0.00006695255,0.0002641843],"domain_scores_gemma":[0.9990863,0.00002328785,0.0003281347,0.0005034703,0.00003052384,0.00002830021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001968714,0.000358007,0.9055571,0.00004876034,0.0002138066,0.0002571995,0.0004193026,0.01897373,0.0001935342,0.06556688,0.008010774,0.0003812157],"study_design_scores_gemma":[0.006557379,0.0003207639,0.7274486,0.0001219852,0.0001694045,0.0003940987,0.001162551,0.01571399,0.002140333,0.01061221,0.2334558,0.001902944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896555,0.002180557,0.001883948,0.003777475,0.0002025703,0.0001849049,0.00006389162,0.0001022252,0.001948921],"genre_scores_gemma":[0.9970438,0.000134849,0.0001440608,0.0001084147,0.00008890828,0.00006113707,0.00009128387,0.00001877757,0.002308796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225445,"threshold_uncertainty_score":0.7086278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414603650","doi":"10.1109/mvt.2025.3608414","title":"Adaptive Contextual Caching for Mobile-Edge Large Language Model Service: A Proposed Framework","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Education, India; Queen's University; Queen's University Belfast","keywords":"Cache; Smart Cache; Cache algorithms; Scalability; Cache invalidation; Latency (audio); Overhead (engineering); False sharing","retraction":null,"screen_n_in":null,"score":{"opus":0.01112706527014111,"gpt":0.2684412493718088,"spread":0.2573141841016677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004070393,0.0003128568,0.0004296632,0.0005623461,0.0003075693,0.00008838466,0.001411298,0.0005251973,0.000002511188],"category_scores_gemma":[0.0001377091,0.0002956277,0.0001696559,0.001147476,0.00008864619,0.0002410304,0.0004022723,0.000728008,0.00006473382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000991403,"about_ca_system_score_gemma":0.0001714104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852116,"about_ca_topic_score_gemma":0.00006978936,"domain_scores_codex":[0.9980025,0.00005782059,0.0003479898,0.0007667459,0.0002010735,0.0006238711],"domain_scores_gemma":[0.9982516,0.0001401884,0.0001219871,0.001123727,0.0002981094,0.00006436379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002801864,0.001077446,0.000509828,0.0003222837,0.0006891631,0.0003344261,0.002463267,0.03689131,0.214243,0.6717695,0.0066438,0.06477579],"study_design_scores_gemma":[0.001403967,0.0001992027,0.00002063892,0.0002059556,0.00005384681,0.00002208808,0.0003121252,0.9714113,0.007326102,0.01690525,0.001783954,0.0003555814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2048018,0.00117098,0.7885631,0.002878469,0.000380156,0.0008302451,0.00003472277,0.001098896,0.0002415919],"genre_scores_gemma":[0.9690855,0.00001291605,0.02725484,0.002237719,0.00005007843,0.000320553,0.00001115527,0.00002495796,0.00100227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.93452,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112383422","doi":"10.1109/mvt.2008.931621","title":"Doppler spread technique","year":2009,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Doppler effect; Antenna (radio); Fading; Electronic engineering; Computer science; Doppler frequency; Telecommunications; Engineering; Physics; Channel (broadcasting)","retraction":null,"screen_n_in":null,"score":{"opus":0.01444995092396383,"gpt":0.274914832533768,"spread":0.2604648816098041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004717173,0.0002202973,0.0002667918,0.0007296591,0.0001682914,0.00008928248,0.003773946,0.0004263337,0.00001918669],"category_scores_gemma":[0.00006870939,0.0002092621,0.0000804825,0.002320632,0.0002183357,0.0003160707,0.000450469,0.0008202067,0.000618704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007705677,"about_ca_system_score_gemma":0.00006997804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002047179,"about_ca_topic_score_gemma":0.000003610155,"domain_scores_codex":[0.9980995,0.00010757,0.0003171907,0.0005413665,0.0003599551,0.0005743866],"domain_scores_gemma":[0.9966288,0.00004588148,0.00009951588,0.002906461,0.0002209523,0.0000983807],"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":[0.00001134966,0.000404404,0.0004445759,0.00001234177,0.00004448846,0.000282744,0.00005700194,0.0006460487,0.4510074,0.236676,0.04516079,0.2652529],"study_design_scores_gemma":[0.001238389,0.0009510533,0.002735206,0.0001413656,0.00001521835,0.001207085,0.000008979707,0.09706945,0.5028308,0.1264053,0.2662745,0.001122717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009996762,0.001108081,0.9495851,0.0289141,0.000141145,0.0006703042,0.000001282223,0.002748616,0.006834613],"genre_scores_gemma":[0.8720248,0.0002584705,0.1262521,0.0005350548,0.0000489126,0.0001485782,0.000003936937,0.00001639352,0.0007117098],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8620281,"threshold_uncertainty_score":0.853346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414404962","doi":"10.1109/mvt.2025.3601761","title":"Frequency Modulated Continuous Wave Millimeter-Wave Radar for Vehicular In-Cabin Sensing: Child Presence Detection and Beyond","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Emmanuel Bible College","funders":"","keywords":"Radar; Key (lock); Software; Wireless; Man-portable radar; Antenna (radio); Continuous wave; Radar engineering details; Signal processing; Continuous-wave radar","retraction":null,"screen_n_in":null,"score":{"opus":0.009490874116412936,"gpt":0.208218851075692,"spread":0.1987279769592791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000306793,0.0003862493,0.0005193102,0.001089657,0.0001544025,0.00004519929,0.0001422215,0.0006281274,0.000005455358],"category_scores_gemma":[0.0001595194,0.0004125067,0.000105573,0.0008887455,0.0001631992,0.0001372737,0.00006315038,0.0005754704,0.0000100447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209756,"about_ca_system_score_gemma":0.00002151811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001195151,"about_ca_topic_score_gemma":0.00007497739,"domain_scores_codex":[0.998074,0.00004843983,0.0005855332,0.0005992655,0.000152568,0.00054018],"domain_scores_gemma":[0.9990897,0.00006478195,0.00008130032,0.0005154146,0.0001794595,0.00006935221],"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":[0.00001954131,0.00003570638,0.00008970421,0.0001619105,0.0001363596,0.00007700321,0.00005442556,0.005501869,0.9516658,0.0001178943,0.00008635041,0.04205345],"study_design_scores_gemma":[0.001203185,0.00008505797,0.0001961838,0.0001394473,0.00006926168,0.0001208257,0.00003630372,0.4809643,0.5116972,0.004345139,0.0008075249,0.000335536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6196988,0.002157321,0.375512,0.0004941273,0.0004174468,0.0008015937,0.00001341372,0.0005615463,0.000343703],"genre_scores_gemma":[0.9845275,0.0003164405,0.01470966,0.0001322764,0.0000416483,0.00007892695,0.00002227485,0.00006307516,0.0001081556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4754625,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945176375","doi":"10.1109/mvt.2019.2908573","title":"Network Slicing and Intelligent Automation of Resources [From the Guest Editors]","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Core network; Slicing; Software deployment; Computer science; Core (optical fiber); Radio access network; Base station; Computer network; Intelligent Network; Cellular network; Automation; Network packet; Telecommunications; Engineering; World Wide Web; Software engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.006787813776310587,"gpt":0.20414042682236,"spread":0.1973526130460494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003199175,0.0001497654,0.0002369634,0.000104844,0.00009347701,0.0000463074,0.0007661678,0.0002277394,0.000007895938],"category_scores_gemma":[0.00005346762,0.0001063743,0.00004278131,0.0007405569,0.0001464659,0.0001234795,0.000295647,0.0002606907,0.0001094623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000169016,"about_ca_system_score_gemma":0.00001327905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002208947,"about_ca_topic_score_gemma":0.00001570998,"domain_scores_codex":[0.9988495,0.00005229633,0.0002813385,0.0003556519,0.0001974893,0.0002637582],"domain_scores_gemma":[0.9986616,0.0002582315,0.0001741679,0.0007973499,0.0000785152,0.00003007415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007141435,0.0003086911,0.3937847,0.0001408953,0.0005187508,0.00009218595,0.002296389,0.05216571,0.0539745,0.0531139,0.2667983,0.1767346],"study_design_scores_gemma":[0.00136396,0.0008475382,0.06494752,0.0007646571,0.0001134473,0.0001128685,0.0001469366,0.4150906,0.02513864,0.03948435,0.4510022,0.0009872562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8954278,0.002236336,0.09255471,0.004724778,0.004080988,0.0002969271,0.000002895295,0.0005476387,0.0001279848],"genre_scores_gemma":[0.9866476,0.0001072236,0.01085138,0.000349741,0.001931165,0.00001574029,0.000004188712,0.00001495374,0.00007802797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3629249,"threshold_uncertainty_score":0.4337818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322765180","doi":"10.1109/mvt.2023.3243360","title":"IEEE App","year":2023,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Vehicular Ad Hoc Networks (VANETs)","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":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Telecommunications; Computer science; Engineering; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.00826518446611038,"gpt":0.2136851546290065,"spread":0.2054199701628961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003017812,0.0004153513,0.0004554105,0.0009421961,0.0001122827,0.00003506793,0.0006425398,0.0007119289,0.00007557242],"category_scores_gemma":[0.00003925162,0.0004388343,0.0001528029,0.002946229,0.000210015,0.0001288813,0.00008233573,0.0008090314,0.0108977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077709,"about_ca_system_score_gemma":0.00002337441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001852364,"about_ca_topic_score_gemma":0.0000234155,"domain_scores_codex":[0.9976949,0.00002837249,0.0004031826,0.0004937842,0.0003107529,0.001069012],"domain_scores_gemma":[0.9986901,0.00004373831,0.00004721092,0.001003532,0.00007515474,0.0001403149],"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":[0.000004668649,0.000025913,0.0003763426,0.00006762218,0.0001624194,0.0007676591,0.0000207165,0.737411,0.137528,0.0004585723,0.1129982,0.01017893],"study_design_scores_gemma":[0.000843654,0.00007919601,0.0007267045,0.00007338274,0.00006688971,0.0002706617,0.00002324887,0.7032472,0.05506477,0.002155205,0.2366733,0.0007758496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652026,0.001245496,0.007295134,0.001222936,0.00220436,0.0005006073,0.00001896887,0.01880061,0.003509319],"genre_scores_gemma":[0.9957963,0.0004991484,0.001056957,0.0001195805,0.0003705436,0.0001778672,0.00005098735,0.0001998656,0.00172872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123675,"threshold_uncertainty_score":0.9998063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811220548","doi":"10.1109/mvt.2018.2837154","title":"Energy Management in Fuel-Cell\\/Battery Vehicles: Key Issues Identified in the IEEE Vehicular Technology Society Motor Vehicle Challenge 2017","year":2018,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","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 du Québec à Trois-Rivières","funders":"","keywords":"Battery (electricity); Key (lock); Automotive engineering; Fuel cells; Battery electric vehicle; Engineering; Computer science; Computer security; Power (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02124966768345889,"gpt":0.2881859541358832,"spread":0.2669362864524243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001519496,0.0006529861,0.0006912804,0.001708172,0.0004192559,0.0001601482,0.001905017,0.001356682,0.00004516333],"category_scores_gemma":[0.00008297717,0.000607601,0.0002352544,0.002651673,0.001495845,0.0004761058,0.0000900302,0.001510646,0.0006549853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774498,"about_ca_system_score_gemma":0.00006751191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001665105,"about_ca_topic_score_gemma":0.0004849656,"domain_scores_codex":[0.9952781,0.0004375381,0.0009143102,0.001328631,0.0006714464,0.001369986],"domain_scores_gemma":[0.9970139,0.0001542505,0.0004142533,0.002082635,0.0002428489,0.0000920669],"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":[0.001843526,0.01439772,0.03114932,0.002708258,0.001270169,0.00229975,0.04182273,0.0003444293,0.5513094,0.0117493,0.2687699,0.07233551],"study_design_scores_gemma":[0.01031598,0.002580033,0.0189765,0.001221102,0.0007705897,0.0005070401,0.03417042,0.006144573,0.1634761,0.04852149,0.7101273,0.003188916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8448312,0.009284657,0.0002785326,0.1380927,0.003392191,0.001091896,0.000007879993,0.0008265117,0.002194424],"genre_scores_gemma":[0.99226,0.001233403,0.001323757,0.002419747,0.0007093296,0.0004186814,0.00002372799,0.0001218024,0.001489566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4413574,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402570951","doi":"10.1109/mvt.2024.3439896","title":"The IEEE Vehicular Technology Society: A Brief History","year":2024,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"History of Computing Technologies","field":"Computer Science","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 British Columbia","funders":"","keywords":"Telecommunications; Engineering; Computer science; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01188019418462179,"gpt":0.2266978973069369,"spread":0.2148177031223151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001204882,0.0007060902,0.0006680187,0.001469264,0.0007653769,0.0002397931,0.006339367,0.001570695,0.00001396444],"category_scores_gemma":[0.0003057477,0.0005845084,0.0004945142,0.00376808,0.003020979,0.0004379472,0.001123895,0.002375744,0.001395595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364985,"about_ca_system_score_gemma":0.0006407322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007944771,"about_ca_topic_score_gemma":0.00001946421,"domain_scores_codex":[0.9951045,0.0001025595,0.0007872353,0.001743141,0.0007165307,0.001546021],"domain_scores_gemma":[0.9952006,0.0002642711,0.0002428161,0.003853653,0.0003161826,0.0001224389],"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":[0.000008094644,0.0001420625,0.0001028944,0.0001264315,0.0004718885,0.001559401,0.0002803046,0.0003632896,0.08738939,0.3066564,0.4364491,0.1664508],"study_design_scores_gemma":[0.0003178155,0.0002308698,0.00002268044,0.0001375647,0.00005194365,0.0007535648,0.00003961592,0.06045889,0.01646534,0.03695874,0.8839225,0.000640491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1137644,0.129712,0.5294036,0.1537809,0.01421954,0.001445992,0.000008085693,0.05498597,0.002679579],"genre_scores_gemma":[0.8727984,0.002283944,0.1106711,0.001866457,0.0005952576,0.0007047179,0.000007197586,0.0003121444,0.01076069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7590341,"threshold_uncertainty_score":0.9999258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408235931","doi":"10.1109/mvt.2024.3524126","title":"March 2025 Land Transportation News [Transportation Systems]","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Transport engineering; Intelligent transportation system; Telecommunications; Land use; Business; Advanced Traffic Management System; Environmental planning; Computer science; Engineering; Environmental science; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.006340545077992073,"gpt":0.2262077609714067,"spread":0.2198672158934147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001111425,0.0002564394,0.0003965969,0.0009038493,0.00008566999,0.00002567084,0.0002211349,0.000413098,0.00006018348],"category_scores_gemma":[0.000007662853,0.0002679207,0.0001336494,0.001814343,0.00008064874,0.0001879648,0.000001090794,0.0003425068,0.0001312092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005924946,"about_ca_system_score_gemma":0.00003853505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007563536,"about_ca_topic_score_gemma":0.001202138,"domain_scores_codex":[0.9985961,0.00001812734,0.000577512,0.0002893049,0.0001887333,0.0003302696],"domain_scores_gemma":[0.9993574,0.00002705992,0.00006148554,0.0003747615,0.0001231943,0.00005609422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000103824,0.0001557728,0.2262993,0.001165418,0.001330653,0.0001979414,0.0003384689,0.6215563,0.1177379,0.009663262,0.009350613,0.01210053],"study_design_scores_gemma":[0.003882643,0.0001477039,0.6774023,0.0005461617,0.001454628,0.000009834396,0.0004995859,0.04945539,0.02786533,0.00243165,0.2349018,0.001402943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480493,0.00237938,0.1440771,0.001478862,0.0007549952,0.0004536606,0.0001739167,0.00169818,0.0009345651],"genre_scores_gemma":[0.9975342,0.0006519434,0.0005182903,0.00006391443,0.00003530358,0.0000889076,0.0004530789,0.00003210255,0.0006222636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5721009,"threshold_uncertainty_score":0.9999773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399304205","doi":"10.1109/mvt.2024.3390888","title":"Special Issue on Integrated Sensing and Communications [From the Guest Editors]","year":2024,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Huawei Technologies (Canada); Memorial University of Newfoundland","funders":"","keywords":"Telecommunications; Computer science; Engineering; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01021787841934225,"gpt":0.2368369609608038,"spread":0.2266190825414615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002176357,0.0002124406,0.0001918532,0.0002483516,0.0002656278,0.0002371641,0.001425112,0.0002982385,0.000008558542],"category_scores_gemma":[0.0000736845,0.0001531623,0.00004973937,0.001336171,0.0005454858,0.0001166736,0.0004623934,0.000847932,0.0003768986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000574409,"about_ca_system_score_gemma":0.00003839482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003814787,"about_ca_topic_score_gemma":0.0001359699,"domain_scores_codex":[0.9986334,0.0001160639,0.0002329058,0.0005169751,0.0002070908,0.0002935919],"domain_scores_gemma":[0.9975865,0.0004118309,0.00005197923,0.001814989,0.0000893736,0.00004535612],"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":[0.000008503328,0.0001180828,0.0001118902,0.00001105006,0.0001561024,0.0004136646,0.0003984443,0.003595989,0.01240208,0.04151962,0.6112875,0.329977],"study_design_scores_gemma":[0.00009212009,0.0000476573,0.00005243067,0.0001274537,0.00001537825,0.00004954061,0.00002209837,0.2639045,0.003279649,0.0005871002,0.7316751,0.0001469335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1857152,0.01059338,0.2816952,0.37442,0.1157117,0.001438572,0.00007855144,0.01155853,0.01878897],"genre_scores_gemma":[0.8308306,0.00129575,0.06209316,0.002177134,0.1016886,0.00003849806,0.00009686378,0.0001342414,0.001645149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6451154,"threshold_uncertainty_score":0.6245777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410770648","doi":"10.1109/mvt.2025.3557222","title":"Integrating Generative Artificial Intelligence Into Future Internet of Vehicles [From the Guest Editors]","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"The Internet; Engineering; Internet of Things; Computer science; Telecommunications; Artificial intelligence; Human–computer interaction; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.009811566739533834,"gpt":0.2338026082949994,"spread":0.2239910415554655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001416949,0.000233926,0.0002615931,0.000253866,0.00006294577,0.00005128602,0.0006186027,0.0004586669,0.00002369929],"category_scores_gemma":[0.00008207193,0.0001819786,0.0000772254,0.0009251909,0.0003585447,0.0001912646,0.00006583,0.0007444915,0.00008321273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007390494,"about_ca_system_score_gemma":0.00003359534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001701738,"about_ca_topic_score_gemma":0.00007404506,"domain_scores_codex":[0.9988229,0.00002811043,0.0005504343,0.0002179672,0.0001592333,0.0002213911],"domain_scores_gemma":[0.9992304,0.0001101242,0.00006943363,0.0004196374,0.0001443735,0.0000259956],"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":[0.00004968417,0.0002095854,0.001834316,0.0002717256,0.0009150595,0.00004207355,0.002496989,0.01381035,0.343469,0.1493514,0.1434718,0.3440781],"study_design_scores_gemma":[0.0000955961,0.00005334377,0.0001043288,0.0002692141,0.00004429114,0.000005481487,0.001773224,0.02214107,0.8931914,0.02287609,0.05919264,0.0002533541],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7221588,0.001788879,0.2344922,0.0111786,0.01985497,0.0006700884,0.00008592108,0.001644424,0.008126152],"genre_scores_gemma":[0.9938682,0.00005249353,0.003889789,0.00008948243,0.001905051,0.00006131661,0.00003192879,0.00002558597,0.00007613127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5497224,"threshold_uncertainty_score":0.7420871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240652057","doi":"10.1109/mvt.2019.2902768","title":"Table of contents","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universität Kassel; National Cheng Kung University; Università di Pisa; National Taipei University of Technology; Universitetet i Oslo; Universitetet i Agder; La Trobe University; Politecnico di Torino; Conservatoire National des Arts et Métiers; Mälardalens högskola; Université de Sherbrooke","keywords":"Table (database); Computer science; Telecommunications; Engineering; Database","retraction":null,"screen_n_in":null,"score":{"opus":0.011197564667248,"gpt":0.2248170258233194,"spread":0.2136194611560714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001416734,0.0001392352,0.0002975671,0.0004604146,0.00004299413,0.00001943872,0.002493511,0.00029835,0.00001886196],"category_scores_gemma":[0.00005866885,0.0001267464,0.00005728421,0.001313413,0.0002065397,0.000242038,0.0004986129,0.0002897605,0.0005439199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001488899,"about_ca_system_score_gemma":0.0000323803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005798335,"about_ca_topic_score_gemma":0.00000308621,"domain_scores_codex":[0.9989082,0.00002424577,0.0002911044,0.0003178166,0.0001749914,0.0002836418],"domain_scores_gemma":[0.9974979,0.00003664058,0.0001767792,0.002076408,0.0001839083,0.0000284071],"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":[0.000008943029,0.0002267899,0.02545431,0.00006059759,0.00008120859,0.00001731313,0.00003531947,0.0001897259,0.5368125,0.3808172,0.00320672,0.05308936],"study_design_scores_gemma":[0.001210982,0.0003264686,0.002933801,0.00008097255,0.00001053119,0.00005244701,0.00005137228,0.01491741,0.896473,0.02051468,0.06305191,0.0003764113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996763,0.001833485,0.08375331,0.007402323,0.0004608255,0.0004356759,0.000004545596,0.002152183,0.004281374],"genre_scores_gemma":[0.9794573,0.0001393774,0.01954121,0.0001214546,0.000004411786,0.00002531529,0.000001843842,0.000009719953,0.0006994165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3603025,"threshold_uncertainty_score":0.6991171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312036661","doi":"10.1109/mvt.2022.3221264","title":"Table of Contents","year":2022,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Xidian University; Institute of Electrical and Electronics Engineers; Lehigh University; Politecnico di Torino; National Taipei University of Technology; University of Ottawa; Mälardalens högskola; Chungnam National University; Université de Sherbrooke; Mississippi State University","keywords":"Table (database); Computer science; Telecommunications; Engineering; Database","retraction":null,"screen_n_in":null,"score":{"opus":0.0264372926307086,"gpt":0.199450793289869,"spread":0.1730135006591604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003456068,0.0001011145,0.0003801067,0.0004733526,0.0001730028,0.000008488946,0.000392506,0.00006243847,0.005633417],"category_scores_gemma":[0.00004355333,0.0001251228,0.00008125628,0.0005860964,0.0002085555,0.00006872308,0.0002599528,0.0001652967,0.003827311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005509355,"about_ca_system_score_gemma":0.000008554929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002823801,"about_ca_topic_score_gemma":0.000002433558,"domain_scores_codex":[0.9989264,0.000006447851,0.0004180846,0.0003623143,0.00003457319,0.0002521662],"domain_scores_gemma":[0.9992722,0.00001006735,0.0002773161,0.0003862281,0.0000294458,0.00002470752],"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":[0.00004117717,0.0004835936,0.07114773,0.00004125434,0.0004409575,0.00005225022,0.0002500178,0.001959532,0.00562755,0.4116685,0.5074168,0.0008706281],"study_design_scores_gemma":[0.0008137874,0.0001067737,0.0008555952,0.000003444217,0.0000091157,0.00001548303,0.0003697595,0.0009630977,0.001752791,0.01272475,0.9821842,0.0002011785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7435486,0.006105077,0.0006273568,0.002102901,0.005131886,0.0004277681,0.001419997,0.0002564742,0.2403799],"genre_scores_gemma":[0.9197581,0.00006662693,0.0002741956,0.0001243714,0.00001705604,0.00006191868,0.000008515051,0.00001350906,0.07967572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4747674,"threshold_uncertainty_score":0.9969483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241872115","doi":"10.1109/mvt.2019.2936959","title":"Table of Contents","year":2019,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universität Kassel; National Cheng Kung University; Università di Pisa; National Taipei University of Technology; Universitetet i Oslo; Universitetet i Agder; La Trobe University; Politecnico di Torino; Conservatoire National des Arts et Métiers; Mälardalens högskola; Université de Sherbrooke","keywords":"Table (database); Computer science; Engineering; Telecommunications; Database","retraction":null,"screen_n_in":null,"score":{"opus":0.02012835594730232,"gpt":0.1958558173209994,"spread":0.1757274613736971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002285355,0.000113929,0.0004555332,0.0003909718,0.00003580282,0.00001125047,0.0003055113,0.0001471676,0.003482613],"category_scores_gemma":[0.00004183131,0.0001260482,0.00008131716,0.00040087,0.0001819614,0.0001097991,0.00009247248,0.0001078391,0.0432274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002641217,"about_ca_system_score_gemma":0.000006358296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001984859,"about_ca_topic_score_gemma":0.000002611174,"domain_scores_codex":[0.9989158,0.000002887848,0.000416719,0.0003812402,0.00002430222,0.000259059],"domain_scores_gemma":[0.9992,0.0000109784,0.0002549559,0.0004617838,0.00004566759,0.0000266282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003307579,0.0002850155,0.368187,0.0001062902,0.00047907,0.00001666684,0.0001415345,0.0003829456,0.01538971,0.4440109,0.1702099,0.0007578286],"study_design_scores_gemma":[0.001779619,0.0001443032,0.005489716,0.00003281365,0.00001423862,0.00001038655,0.0002280265,0.00158054,0.01024038,0.01599617,0.9640909,0.0003928976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7726589,0.001764699,0.0002126679,0.0004878197,0.002284908,0.0002411649,0.0001818107,0.0001023769,0.2220656],"genre_scores_gemma":[0.8794154,0.000101558,0.0003319745,0.00007439356,0.00001625655,0.00001092654,0.000004035909,0.00001226557,0.1200332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938809,"threshold_uncertainty_score":0.9974284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408223429","doi":"10.1109/mvt.2024.3520296","title":"Standards and New Projects in Review in December 2024 [Standards]","year":2025,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Engineering; Engineering management; Telecommunications; Construction engineering; Systems engineering; Computer science; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.01984465734924915,"gpt":0.2858432566883425,"spread":0.2659985993390934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272971,0.0001987437,0.0004351028,0.0007996408,0.00008930378,0.00009860825,0.0002512404,0.0002770247,0.0002821599],"category_scores_gemma":[0.0007737495,0.0001774391,0.00004122268,0.000552,0.0002704555,0.0002340614,0.0001005545,0.0009079553,0.00001324261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711251,"about_ca_system_score_gemma":0.000423642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001646517,"about_ca_topic_score_gemma":0.00406706,"domain_scores_codex":[0.9984757,0.00005813989,0.0004376566,0.0003844697,0.0002778147,0.000366231],"domain_scores_gemma":[0.999384,0.00005412114,0.00007403387,0.0002627955,0.0001847828,0.00004030441],"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":[0.00003174333,0.00005799957,0.006713471,0.001416374,0.00003937089,0.0001645565,0.001160979,0.000007164685,0.0002063498,0.09816888,0.8419333,0.0500998],"study_design_scores_gemma":[0.0007541171,0.00003891984,0.0001710834,0.004501062,0.00002964548,0.00001702845,0.0003787574,0.00006716325,0.0001214098,0.009072645,0.9846513,0.0001968286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.316699,0.2784392,0.0002567175,0.1002726,0.001595709,0.001843002,0.0002092165,0.0008466581,0.2998379],"genre_scores_gemma":[0.8795846,0.03833873,0.0007203176,0.008600876,0.0007024672,0.0002671767,0.00003675803,0.00009803589,0.07165102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5628856,"threshold_uncertainty_score":0.7235758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}