{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":384,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":384,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3cfac4259dfa","filters":{"venue":"IEEE Journal on Selected Areas in Communications"}},"results":[{"id":"W2071707134","doi":"10.1109/jsac.2004.839380","title":"Cognitive radio: brain-empowered wireless communications","year":2005,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":11988,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Cognitive radio; Computer science; Radio resource management; Wireless; Software-defined radio; Interference (communication); Transmitter power output; Radio spectrum; Transmitter; Channel (broadcasting); Spectrum management; Telecommunications; Wireless network; Cognitive network; Metric (unit); Electromagnetic interference; Control channel; Computer network; Transmission (telecommunications); Engineering","authors":[{"name":"S. Haykin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03392261928679244,"gpt":0.3095050540082727,"spread":0.2755824347214803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003604509,0.0005932101,0.0004286134,0.0004654799,0.0004044921,0.002108626,0.00110151,0.001447741,0.003521054],"category_scores_gemma":[0.001065783,0.0001646363,0.0002332355,0.0006671947,0.001316952,0.001991829,0.0009375835,0.0009369235,0.001352227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004175227,"about_ca_system_score_gemma":0.0004845797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007880526,"about_ca_topic_score_gemma":0.0007574531,"domain_scores_codex":[0.9997812,0.00005408681,0.000006877015,0.0000412059,0.00008297199,0.00003368096],"domain_scores_gemma":[0.9997322,0.0001299078,0.00002480228,0.00002971531,0.00004617116,0.0000372818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001712255,0.0000954984,0.0007487443,0.0008959335,0.00009936856,0.0007027861,0.0004913753,0.01897903,0.02406976,0.4070758,0.03375525,0.5129154],"study_design_scores_gemma":[0.00007031848,0.0002846473,0.001588906,0.0002814303,0.00008006518,0.001572682,0.0003478337,0.1061124,0.01068667,0.5043296,0.3745593,0.00008616479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01950344,0.06596558,0.7746319,0.009003788,0.002300619,0.0001080063,0.0002038475,0.003166236,0.1251166],"genre_scores_gemma":[0.6797993,0.06688771,0.181409,0.003575926,0.003918421,0.0003161681,0.0003164353,0.0002485805,0.06352851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003521054,"threshold_uncertainty_score":0.01177913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963336322","doi":"10.1109/jsac.2017.2725519","title":"A Survey on Non-Orthogonal Multiple Access for 5G Networks: Research Challenges and Future Trends","year":2017,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":2398,"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":"Noma; Computer science; Context (archaeology); Wireless; Computer network; Low latency (capital markets); Throughput; Telecommunications; Wireless network; Key (lock); Computer security; Telecommunications link","authors":[{"name":"Zhiguo Ding","is_ca":false},{"name":"Xianfu Lei","is_ca":false},{"name":"George K. Karagiannidis","is_ca":false},{"name":"Robert Schober","is_ca":false},{"name":"Jinhong Yuan","is_ca":false},{"name":"Vijay K. Bhargava","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1967780088224745,"gpt":0.4161986754228624,"spread":0.2194206666003879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009862732,0.0007418402,0.000880394,0.002350761,0.0004403762,0.00163619,0.0008132821,0.001108421,0.005396632],"category_scores_gemma":[0.001797263,0.0003441983,0.0004211267,0.005704563,0.000415347,0.003276016,0.0006605816,0.001151667,0.002319442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004972379,"about_ca_system_score_gemma":0.001117767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007342999,"about_ca_topic_score_gemma":0.0008497706,"domain_scores_codex":[0.9994191,0.0001298731,0.00007489214,0.00009497032,0.0002304598,0.00005076424],"domain_scores_gemma":[0.9983525,0.0009989853,0.0001147449,0.00005761886,0.0004160055,0.00006015976],"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":[0.00006422744,0.00009392983,0.00110995,0.007612911,0.00004679724,0.0002418882,0.0001739478,0.001965942,0.002022289,0.03169581,0.03468266,0.9202897],"study_design_scores_gemma":[0.000008694735,0.0002039823,0.001478689,0.003086412,0.00008888273,0.001071146,0.0003209936,0.003537703,0.0009031373,0.0172218,0.9720205,0.00005816389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001883055,0.9689676,0.01059858,0.001997358,0.001317619,0.00003195495,0.0001055248,0.00005876568,0.01503958],"genre_scores_gemma":[0.007341952,0.9832577,0.004615838,0.0006612283,0.001438326,0.00002458728,0.0001625038,0.00001218271,0.002485669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005396632,"threshold_uncertainty_score":0.01805353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155174176","doi":"10.1109/jsac.2010.101202","title":"Multi-Cell MIMO Cooperative Networks: A New Look at Interference","year":2010,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":1826,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; MIMO; Base station; 3G MIMO; Scalability; Exploit; Multi-user MIMO; Interference (communication); Distributed computing; Coding (social sciences); Limiting; Wireless; Key (lock); Telecommunications; Computer network; Computer engineering; Beamforming; Computer security; Channel (broadcasting); Engineering","authors":[{"name":"David Gesbert","is_ca":false},{"name":"Stephen V. Hanly","is_ca":false},{"name":"Howard Huang","is_ca":false},{"name":"Shlomo Shamai","is_ca":false},{"name":"Osvaldo Simeone","is_ca":false},{"name":"Wei Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05416347955178205,"gpt":0.3113857137378589,"spread":0.2572222341860769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005903066,0.0005845206,0.001059697,0.0005606806,0.0006993462,0.002260362,0.001170985,0.001682469,0.001642855],"category_scores_gemma":[0.0009108043,0.0003406431,0.0004685523,0.000837613,0.001674863,0.004334485,0.001302582,0.002287381,0.0004306965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008796863,"about_ca_system_score_gemma":0.0004121098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004583424,"about_ca_topic_score_gemma":0.0006634187,"domain_scores_codex":[0.9995831,0.0001177053,0.00001493652,0.00006193,0.0001609903,0.00006147736],"domain_scores_gemma":[0.9994226,0.000350661,0.00004094496,0.00005628258,0.0000969176,0.00003263312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004633563,0.00003275926,0.0004109318,0.0005312616,0.0000451092,0.0003890082,0.0003658504,0.02373,0.003736428,0.8954968,0.00693681,0.06827874],"study_design_scores_gemma":[0.00001517705,0.0001406428,0.0004185111,0.0003494908,0.00005393816,0.001266715,0.0005100778,0.1006185,0.001947789,0.761564,0.1330412,0.00007402986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01256815,0.2453156,0.6537238,0.01238221,0.002540181,0.00004645933,0.00009138494,0.0001896173,0.07314255],"genre_scores_gemma":[0.5214774,0.3005247,0.1350698,0.007389268,0.01077184,0.0002162589,0.0001256927,0.0001095851,0.02431543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002260362,"threshold_uncertainty_score":0.006382644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973184571","doi":"10.1109/jsac.2013.130413","title":"Resilient Asymptotic Consensus in Robust Networks","year":2013,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":713,"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 science; Robustness (evolution); Redundancy (engineering); Distributed computing; Fault tolerance; Network topology; Computer network; Theoretical computer science","authors":[{"name":"Heath J. LeBlanc","is_ca":false},{"name":"Haotian Zhang","is_ca":true},{"name":"Xenofon Koutsoukos","is_ca":false},{"name":"Shreyas Sundaram","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03176602887918567,"gpt":0.2648428637459382,"spread":0.2330768348667525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444277,0.0006923503,0.0007445024,0.001213898,0.0004752863,0.001047864,0.001175408,0.001087263,0.0009685082],"category_scores_gemma":[0.009727268,0.0003644825,0.0006231634,0.0008985153,0.00184467,0.001971892,0.001760145,0.0009363131,0.0002754169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000955426,"about_ca_system_score_gemma":0.0004532119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009302665,"about_ca_topic_score_gemma":0.000385832,"domain_scores_codex":[0.9981924,0.0005805523,0.00009877792,0.0003916812,0.0005931074,0.0001435528],"domain_scores_gemma":[0.9950019,0.003149427,0.000852444,0.0004650375,0.0004247229,0.000106451],"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":[0.00008158521,0.00002418278,0.0005688631,0.0001518376,0.00007396909,0.0002960864,0.0001590353,0.7934494,0.006606663,0.1791931,0.0006323016,0.0187629],"study_design_scores_gemma":[0.00001470808,0.00006586658,0.0001577765,0.00001477973,0.00001599737,0.00008616443,0.00002809565,0.8749155,0.001905568,0.1213858,0.001396054,0.00001379106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03546109,0.0007518422,0.956723,0.0003546557,0.00004643458,0.0000398271,0.000057378,0.0003824848,0.006183238],"genre_scores_gemma":[0.9502787,0.0008638907,0.04618182,0.0001045941,0.000133763,0.0001327087,0.0001022184,0.0000772182,0.002125161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001444277,"threshold_uncertainty_score":0.007638156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089248281","doi":"10.1109/jsac.2020.3019724","title":"Massive Access for 5G and Beyond","year":2020,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":657,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Australian Research Council; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Computer science; Computer network; Wireless; Cellular network; Wireless network; Telecommunications; Computer security","authors":[{"name":"Xiaoming Chen","is_ca":false},{"name":"Derrick Wing Kwan Ng","is_ca":false},{"name":"Wei Yu","is_ca":true},{"name":"Erik G. Larsson","is_ca":false},{"name":"Naofal Al‐Dhahir","is_ca":false},{"name":"Robert Schober","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0547641495153385,"gpt":0.3177449162704811,"spread":0.2629807667551426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004496162,0.0005645006,0.00043397,0.0007601181,0.0005358201,0.001508103,0.0006801812,0.0008941891,0.005596757],"category_scores_gemma":[0.001081373,0.0001788251,0.0003057396,0.00114309,0.0009182947,0.002403396,0.001239082,0.001556375,0.001116626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000740028,"about_ca_system_score_gemma":0.000622506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008233559,"about_ca_topic_score_gemma":0.0008090502,"domain_scores_codex":[0.9996179,0.0001012772,0.0000167967,0.00006747663,0.0001492651,0.00004720239],"domain_scores_gemma":[0.9995613,0.0001951752,0.00004627478,0.00005998301,0.0001028506,0.00003456256],"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":[0.00004706216,0.00002613274,0.0005394569,0.0008133727,0.00002962478,0.0002649626,0.0002266556,0.005794786,0.00554264,0.6197012,0.02726859,0.3397455],"study_design_scores_gemma":[0.00001373102,0.0001868051,0.0008678031,0.0005986473,0.0000528722,0.001251049,0.0002226257,0.0314048,0.00245456,0.3333198,0.6295753,0.00005205205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02230319,0.2537558,0.5069599,0.01750555,0.003923354,0.0002398585,0.0004730194,0.0009339735,0.1939053],"genre_scores_gemma":[0.576656,0.2806552,0.0950741,0.005742719,0.005718263,0.0004168595,0.0006077645,0.0001365922,0.03499244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005596757,"threshold_uncertainty_score":0.01872301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210439023","doi":"10.1109/jsac.2022.3145234","title":"Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G","year":2022,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":551,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Manitoba","funders":"","keywords":"Noma; Computer science; Telecommunications link; Wireless; Computer network; Wireless network; Physical layer; Flexibility (engineering); Distributed computing; Telecommunications","authors":[{"name":"Yuanwei Liu","is_ca":false},{"name":"Shuowen Zhang","is_ca":false},{"name":"Xidong Mu","is_ca":false},{"name":"Zhiguo Ding","is_ca":false},{"name":"Robert Schober","is_ca":false},{"name":"Naofal Al‐Dhahir","is_ca":false},{"name":"Ekram Hossain","is_ca":true},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1204853797191688,"gpt":0.3249627518277547,"spread":0.2044773721085859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140069,0.000894568,0.0006705927,0.001034843,0.0009477048,0.002077343,0.001096501,0.001612021,0.002603666],"category_scores_gemma":[0.002795389,0.0003895446,0.0005672443,0.001144558,0.001424938,0.002578395,0.002001246,0.003280391,0.001133639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232983,"about_ca_system_score_gemma":0.00138967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057235,"about_ca_topic_score_gemma":0.002338929,"domain_scores_codex":[0.9988558,0.0004676257,0.00006223579,0.0001446624,0.000331563,0.0001380235],"domain_scores_gemma":[0.9987417,0.0005989224,0.0001247646,0.0001408745,0.0003277678,0.00006598829],"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":[0.00008090706,0.00005070244,0.0008339508,0.0007019811,0.00004647927,0.0005059899,0.0004393159,0.02250102,0.006529059,0.7693556,0.01155088,0.1874041],"study_design_scores_gemma":[0.0000286816,0.0003711656,0.0009780822,0.0007827214,0.00007360339,0.001605665,0.0003663615,0.201909,0.003767762,0.3606445,0.429336,0.000136475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01263692,0.0664015,0.8479201,0.00622285,0.002454716,0.0001819051,0.0002849538,0.0004441096,0.06345299],"genre_scores_gemma":[0.5046118,0.1075127,0.3560281,0.005217457,0.005947466,0.0008743359,0.0005291264,0.0001527366,0.01912626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002603666,"threshold_uncertainty_score":0.008945942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143535483","doi":"10.1109/jsac.2008.080117","title":"Competitive Pricing for Spectrum Sharing in Cognitive Radio Networks: Dynamic Game, Inefficiency of Nash Equilibrium, and Collusion","year":2008,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":525,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Nash equilibrium; Computer science; Collusion; Cognitive radio; Oligopoly; Service provider; Profit (economics); Quality of service; Price of stability; Dynamic pricing; Best response; Profit maximization; Game theory; Computer network; Sequential game; Microeconomics; Mathematical optimization; Business; Service (business); Economics; Telecommunications; Wireless; Cournot competition; Mathematics","authors":[{"name":"Dusit Niyato","is_ca":true},{"name":"Ekram Hossain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02722329959451862,"gpt":0.2851898266731737,"spread":0.257966527078655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00271484,0.001290478,0.001458978,0.000897303,0.001259781,0.002874862,0.00198202,0.002130522,0.001213732],"category_scores_gemma":[0.01043094,0.000660068,0.001115227,0.001169085,0.003715404,0.00305626,0.002103887,0.001405554,0.0001270942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066074,"about_ca_system_score_gemma":0.001972466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006941307,"about_ca_topic_score_gemma":0.004115304,"domain_scores_codex":[0.9976634,0.001159392,0.00005112982,0.0002230202,0.0004692878,0.0004338086],"domain_scores_gemma":[0.9929003,0.005521562,0.0007338477,0.0001746041,0.0004167385,0.0002529935],"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":[0.0000899346,0.00009539339,0.0008710049,0.00009330934,0.00006449778,0.0005395821,0.0002723475,0.7995839,0.00160741,0.1895869,0.0009050586,0.006290676],"study_design_scores_gemma":[0.00001340391,0.00002252477,0.0001048703,0.000006243015,0.00001348929,0.00005005128,0.00004598455,0.964292,0.000154289,0.03504616,0.000237979,0.00001291448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.21112,0.001036676,0.7688997,0.001646986,0.0001143405,0.0001340637,0.00005267969,0.00009254784,0.01690288],"genre_scores_gemma":[0.9824918,0.0004013215,0.0152631,0.0001049996,0.00006263234,0.00007719427,0.00001416966,0.00002092987,0.001563804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006941307,"threshold_uncertainty_score":0.02224606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134968843","doi":"10.1109/jsac.2013.131011","title":"Optimal Relay Selection for Physical-Layer Security in Cooperative Wireless Networks","year":2013,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":512,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Relay; Eavesdropping; Selection (genetic algorithm); Cooperative diversity; Wireless network; Wireless; Outage probability; Relay channel","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04113554529995501,"gpt":0.3173365994603299,"spread":0.2762010541603749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151043,0.0007986036,0.0007188257,0.0005095124,0.0004538675,0.001193848,0.0007339753,0.0008130206,0.0006927091],"category_scores_gemma":[0.007820124,0.0003971784,0.0005401958,0.0006680548,0.001945176,0.001706165,0.001075782,0.0007278409,0.0001824344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233391,"about_ca_system_score_gemma":0.001200263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093625,"about_ca_topic_score_gemma":0.0007782836,"domain_scores_codex":[0.9980323,0.0009272766,0.00007213339,0.00023997,0.0005376029,0.0001906772],"domain_scores_gemma":[0.9966641,0.002450774,0.0003377222,0.0002151006,0.0002893121,0.00004288127],"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":[0.0001253622,0.00004495187,0.001358298,0.00018431,0.00007218317,0.0003631492,0.0004049219,0.7892784,0.01030176,0.1652325,0.0007063047,0.03192788],"study_design_scores_gemma":[0.00001201097,0.00008132032,0.0001834923,0.00001862862,0.00001927631,0.0001151414,0.00005366775,0.9627448,0.001663581,0.03443424,0.0006591075,0.00001481925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03344951,0.001346936,0.9625902,0.0002493363,0.00002408842,0.00002913207,0.00001906771,0.00008776074,0.002203921],"genre_scores_gemma":[0.9477713,0.00149197,0.04975652,0.00007981474,0.0000534941,0.00006825868,0.00001813994,0.0000180893,0.0007424912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002151043,"threshold_uncertainty_score":0.01137596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147730843","doi":"10.1109/jsac.2007.070209","title":"Joint optimization of relay strategies and resource allocations in cooperative cellular networks","year":2007,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":503,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Relay; Computer network; Wireless network; Relay channel; Orthogonal frequency-division multiple access; Node (physics); Resource allocation; Bandwidth (computing); Link Access Procedure for Frame Relay; Physical layer; Wireless; Channel (broadcasting); Telecommunications; Orthogonal frequency-division multiplexing; Power (physics); Engineering","authors":[{"name":"Truman Ng","is_ca":true},{"name":"Wei Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04251145398737984,"gpt":0.2898647024568767,"spread":0.2473532484694969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001585634,0.001172397,0.0009872937,0.0005533179,0.0003629868,0.001205053,0.001056375,0.001200294,0.0007482411],"category_scores_gemma":[0.003630189,0.0005159634,0.0003202558,0.001060139,0.001056801,0.001103379,0.0009722568,0.0004345883,0.0002366224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058544,"about_ca_system_score_gemma":0.0006762909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227718,"about_ca_topic_score_gemma":0.001901104,"domain_scores_codex":[0.9989713,0.0005527483,0.0000276386,0.0001388175,0.0001535627,0.0001558034],"domain_scores_gemma":[0.9988403,0.0007459843,0.0001384614,0.00006718307,0.000153544,0.00005446668],"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":[0.00004397777,0.0000215303,0.0001921816,0.00002254532,0.00002443198,0.00006781388,0.00004075238,0.9799009,0.00113532,0.009286179,0.0002192554,0.009045059],"study_design_scores_gemma":[0.00001624952,0.0000434082,0.0000710186,0.000003703492,0.00001165689,0.00001946637,0.00002008244,0.9907739,0.0005171635,0.008229719,0.0002878715,0.000005774148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07674948,0.0007258967,0.9172683,0.0002474042,0.00002270757,0.00004928599,0.00005341817,0.0001283751,0.004754975],"genre_scores_gemma":[0.9685807,0.0003627595,0.02864876,0.00004466397,0.00001745452,0.00009887358,0.00003085668,0.000026189,0.002189727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002227718,"threshold_uncertainty_score":0.008385718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105649577","doi":"10.1109/jsac.2020.3036962","title":"Multi-Agent Reinforcement Learning Based Resource Management in MEC- and UAV-Assisted Vehicular Networks","year":2020,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":495,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Resource allocation; Server; Reinforcement learning; EnodeB; Quality of service; Resource management (computing); Mobile edge computing; Distributed computing; Computer network; Controller (irrigation); User equipment; Base station; Artificial intelligence","authors":[{"name":"Haixia Peng","is_ca":true},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02717803149158695,"gpt":0.247961890300712,"spread":0.220783858809125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006743149,0.0005736932,0.0007107652,0.0002065239,0.0003083784,0.0005244089,0.0009502165,0.0005708525,0.0007257264],"category_scores_gemma":[0.001430888,0.0002500456,0.0002352289,0.0002202501,0.0006135973,0.000626911,0.00064387,0.0005989079,0.0000808351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168135,"about_ca_system_score_gemma":0.0008986557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009280123,"about_ca_topic_score_gemma":0.006418872,"domain_scores_codex":[0.99967,0.0001084389,0.00001200803,0.00006928745,0.00005480195,0.00008537168],"domain_scores_gemma":[0.9994128,0.0003117527,0.00009752515,0.00002964243,0.00009634566,0.00005191653],"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":[0.00002321273,0.00001616377,0.0003218053,0.00001498141,0.00001272732,0.00003672569,0.0000128491,0.9919788,0.0004559328,0.001693435,0.0001407827,0.005292569],"study_design_scores_gemma":[0.000002154769,0.000008469643,0.00003533359,8.080253e-7,0.000001395159,0.000003051917,0.000003254119,0.9994497,0.0000736331,0.0003581904,0.00006320846,8.851009e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1160807,0.0008568117,0.8781572,0.0003830292,0.00009918533,0.00005864053,0.00004298374,0.0002343356,0.004087145],"genre_scores_gemma":[0.9856068,0.0001007416,0.01308536,0.00004538075,0.00001264695,0.00002731616,0.00001719795,0.000008959491,0.001095635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009280123,"threshold_uncertainty_score":0.01845223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964218543","doi":"10.1109/jsac.2017.2698958","title":"Hybrid Analog and Digital Beamforming for mmWave OFDM Large-Scale Antenna Arrays","year":2017,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":486,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beamforming; Computer science; Baseband; MIMO; Electronic engineering; WSDMA; Transmitter; Spectral efficiency; Orthogonal frequency-division multiplexing; Precoding; Broadband; Multiplexing; Radio frequency; Antenna (radio); Telecommunications; Bandwidth (computing); Engineering; Channel (broadcasting)","authors":[{"name":"Foad Sohrabi","is_ca":true},{"name":"Wei Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03551198410412842,"gpt":0.2804411348638237,"spread":0.2449291507596953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002585223,0.0007180767,0.0003711265,0.0003029688,0.0003140212,0.0005452468,0.0005148891,0.0005257564,0.00261497],"category_scores_gemma":[0.0007337498,0.0002735716,0.0003348154,0.0005723136,0.0003783198,0.0006736575,0.0005600797,0.0004628116,0.0009052585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330193,"about_ca_system_score_gemma":0.0003322145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006410537,"about_ca_topic_score_gemma":0.001836529,"domain_scores_codex":[0.9997715,0.00007469703,0.000010281,0.00003536068,0.00008595387,0.00002222756],"domain_scores_gemma":[0.9997348,0.0001238401,0.0000361186,0.00003224966,0.00005562716,0.00001726105],"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":[0.0001114727,0.00004340352,0.0004987344,0.0001138627,0.00004270055,0.000077636,0.00007502332,0.6480938,0.03499814,0.03065197,0.002226637,0.2830667],"study_design_scores_gemma":[0.00001048179,0.00005451051,0.00008524386,0.000006544552,0.00000609661,0.00003428122,0.00001402683,0.989433,0.003624675,0.005029503,0.001692834,0.000008804289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002963037,0.00009527319,0.9952574,0.0000384412,0.00001127126,0.00001272999,0.00001137998,0.00009699036,0.001513345],"genre_scores_gemma":[0.3198726,0.0004035246,0.6752551,0.0001413672,0.00006170035,0.0001442559,0.0001076191,0.000036107,0.00397772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00261497,"threshold_uncertainty_score":0.008747935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528584088","doi":"10.1109/jsac.2016.2615261","title":"Secure Transmission in Cognitive Satellite Terrestrial Networks","year":2016,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Satellite Communication Systems","field":"Engineering","cited_by":376,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"China Postdoctoral Science Foundation; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Computer science; Channel state information; Telecommunications link; Transmission (telecommunications); Beamforming; Base station; Satellite; Computer network; Interference (communication); Optimization problem; Channel (broadcasting); Telecommunications; Wireless; Algorithm","authors":[{"name":"Kang An","is_ca":false},{"name":"Min Lin","is_ca":false},{"name":"Jian Ouyang","is_ca":false},{"name":"Wei‐Ping Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04276695135308052,"gpt":0.294104844381964,"spread":0.2513378930288835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008235352,0.0006291386,0.0004399862,0.0004317134,0.0005380538,0.0008360365,0.0005461586,0.0005769078,0.0008317747],"category_scores_gemma":[0.002293229,0.0002210681,0.0003581837,0.0007869547,0.001205129,0.000792,0.001084618,0.0004605718,0.0001472698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008765888,"about_ca_system_score_gemma":0.0008537897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003594029,"about_ca_topic_score_gemma":0.003087532,"domain_scores_codex":[0.999335,0.0002135819,0.00001849885,0.00007154003,0.000214534,0.0001468524],"domain_scores_gemma":[0.9989257,0.0007222958,0.0001367011,0.0000697159,0.00011559,0.00002985859],"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":[0.0002208707,0.00003394888,0.001096591,0.0001580008,0.00005449932,0.0004792258,0.0001958408,0.8828745,0.01032563,0.06789309,0.0007580494,0.03590976],"study_design_scores_gemma":[0.00001582446,0.00006131936,0.000227798,0.00001179298,0.00001853494,0.0001021333,0.00006062619,0.9826142,0.002318664,0.01387685,0.0006804869,0.00001179017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1228928,0.00104742,0.8660783,0.0003306956,0.0000482608,0.00003289896,0.00006257826,0.0001750781,0.009332077],"genre_scores_gemma":[0.9814867,0.0005269569,0.01681107,0.00006399056,0.00002654418,0.00002990158,0.00002421462,0.000008217721,0.001022395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003594029,"threshold_uncertainty_score":0.007146239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626422957","doi":"10.1109/jsac.2017.2725879","title":"Capacity Comparison Between MIMO-NOMA and MIMO-OMA With Multiple Users in a Cluster","year":2017,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":374,"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":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"MIMO; Noma; Computer science; Interference (communication); Single antenna interference cancellation; Channel capacity; Channel (broadcasting); Signal-to-noise ratio (imaging); Multi-user MIMO; Algorithm; Telecommunications; Telecommunications link","authors":[{"name":"Ming Zeng","is_ca":true},{"name":"Animesh Yadav","is_ca":true},{"name":"Octavia A. Dobre","is_ca":true},{"name":"Georgios I. Tsiropoulos","is_ca":false},{"name":"H. Vincent Poor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05451695228955756,"gpt":0.3010158793625298,"spread":0.2464989270729722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002154309,0.0009427849,0.001273852,0.001447083,0.001268359,0.001641862,0.001325664,0.0008532582,0.002270549],"category_scores_gemma":[0.006522456,0.0002805745,0.0006566963,0.001948399,0.001241183,0.001396843,0.002171782,0.0005898853,0.0003477076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770864,"about_ca_system_score_gemma":0.001751885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006114693,"about_ca_topic_score_gemma":0.004815521,"domain_scores_codex":[0.9983332,0.0005373057,0.00006487503,0.0001737536,0.0003981733,0.0004927189],"domain_scores_gemma":[0.9931576,0.004240815,0.0004379933,0.0005968078,0.001294869,0.0002719517],"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":[0.001476122,0.000172996,0.003676334,0.0004035877,0.0002199848,0.0004055016,0.0002333353,0.9166415,0.01120021,0.02899492,0.001909491,0.03466605],"study_design_scores_gemma":[0.00002972835,0.0002443901,0.001373103,0.00002160106,0.00006778738,0.0001935762,0.0002312771,0.9878964,0.004391986,0.004874315,0.0006255312,0.00005020165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6997231,0.00686779,0.2665648,0.0006642009,0.0004013148,0.000187911,0.0003590001,0.0008502267,0.0243818],"genre_scores_gemma":[0.9926913,0.0003660455,0.006276425,0.0000344947,0.00003572747,0.00003260767,0.00004962384,0.00001407345,0.00049976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006114693,"threshold_uncertainty_score":0.01284862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141202063","doi":"10.1109/jsac.2004.826929","title":"Saturation Throughput Analysis of IEEE 802.11e Enhanced Distributed Coordination Function","year":2004,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":358,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Distributed coordination function; Throughput; Quality of service; Computer network; Access control; IEEE 802; Bandwidth (computing); Wireless Multimedia Extensions; IEEE 802.11e-2005; Distributed computing; Wireless; IEEE 802.11; Wireless network; Telecommunications","authors":[{"name":"J.W. Robinson","is_ca":true},{"name":"T.S. Randhawa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02780674333941477,"gpt":0.3050192229248543,"spread":0.2772124795854396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545466,0.0005508891,0.0005636216,0.0008337481,0.0004268169,0.0005519423,0.0008668714,0.0006181364,0.001024602],"category_scores_gemma":[0.00816033,0.0002355047,0.0003629144,0.0007195995,0.0009612317,0.001246844,0.0005023075,0.0007000694,0.0002345534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170111,"about_ca_system_score_gemma":0.001127131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090226,"about_ca_topic_score_gemma":0.003142736,"domain_scores_codex":[0.999138,0.000239784,0.00002262374,0.00009329985,0.000313085,0.0001931554],"domain_scores_gemma":[0.9963337,0.002363522,0.00025164,0.0002175095,0.0007663274,0.00006721692],"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":[0.0001013462,0.0000322497,0.00127377,0.00003540836,0.0000120829,0.0001064993,0.0001125401,0.971172,0.003404936,0.01820312,0.0004362717,0.005109742],"study_design_scores_gemma":[0.000001976428,0.00001201873,0.0002071657,0.000002874924,0.000002074798,0.00001264972,0.000008200785,0.9980766,0.0005677241,0.001009035,0.00009681421,0.000002989847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5094994,0.001644047,0.462509,0.0009062189,0.00008150974,0.00009122235,0.000306827,0.0008820709,0.02407971],"genre_scores_gemma":[0.995724,0.0001754737,0.00312297,0.00002864754,0.00001096566,0.00001983844,0.00003990885,0.0000208275,0.0008574643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090226,"threshold_uncertainty_score":0.0230009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885423658","doi":"10.1109/jsac.2018.2864423","title":"Airborne Communication Networks: A Survey","year":2018,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":336,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; National Science Fund for Distinguished Young Scholars; National Science Foundation","keywords":"Computer science; Quality of service; Telecommunications; Computer network; Wireless network; Wireless","authors":[{"name":"Xianbin Cao","is_ca":false},{"name":"Peng Yang","is_ca":false},{"name":"Mohamed Alzenad","is_ca":true},{"name":"Xing Xi","is_ca":false},{"name":"Dapeng Wu","is_ca":false},{"name":"Halim Yanıkömeroğlu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02639637573712163,"gpt":0.271934854622901,"spread":0.2455384788857793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004733221,0.0007660529,0.0005506969,0.002492312,0.0007275504,0.002101983,0.0008450831,0.001027653,0.009344358],"category_scores_gemma":[0.001051887,0.0003083057,0.0003194876,0.005037535,0.0002753348,0.003377109,0.000790312,0.0009787304,0.004086053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005516628,"about_ca_system_score_gemma":0.001196941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665898,"about_ca_topic_score_gemma":0.002454258,"domain_scores_codex":[0.9995121,0.00008306435,0.00005307249,0.00008190801,0.0002138934,0.00005603856],"domain_scores_gemma":[0.9992773,0.000273924,0.00006800143,0.00004426474,0.0002860358,0.00005049921],"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":[0.00004538762,0.00007312162,0.002207096,0.003687202,0.00003392736,0.0002432963,0.000171716,0.003899576,0.001588292,0.02102712,0.07274012,0.8942831],"study_design_scores_gemma":[0.000003699162,0.00006233257,0.001453476,0.0009220961,0.00002756687,0.001027001,0.0002595415,0.003475472,0.0004309899,0.00598536,0.986329,0.00002345766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00657552,0.8786198,0.03203952,0.002991792,0.003234963,0.0001855095,0.001029083,0.0004044602,0.07491933],"genre_scores_gemma":[0.02493153,0.9395009,0.01216145,0.0008628022,0.002390129,0.0001137384,0.001742856,0.00006512902,0.01823143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009344358,"threshold_uncertainty_score":0.03126001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794194229","doi":"10.1109/jsac.2018.2815418","title":"Efficient and Secure Service-Oriented Authentication Supporting Network Slicing for 5G-Enabled IoT","year":2018,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":292,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Computer science; Computer network; Authentication (law); Server; Computer security; Service (business)","authors":[{"name":"Jianbing Ni","is_ca":true},{"name":"Xiaodong Lin","is_ca":true},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02555098324911607,"gpt":0.304479354533462,"spread":0.2789283712843459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009899003,0.0006117527,0.0006185816,0.0005480188,0.001314127,0.0009802436,0.0008811187,0.0006471296,0.0008444597],"category_scores_gemma":[0.001308156,0.0001741083,0.0006203532,0.0004238724,0.001030214,0.002071475,0.001724934,0.0008657624,0.0003047591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009769771,"about_ca_system_score_gemma":0.002047242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00468244,"about_ca_topic_score_gemma":0.003951738,"domain_scores_codex":[0.9990419,0.0001835373,0.0000729078,0.0001273956,0.0002771141,0.0002971158],"domain_scores_gemma":[0.9992311,0.0001488907,0.0001102908,0.0002191333,0.0002117186,0.00007885758],"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":[0.00165518,0.0003682235,0.006725782,0.0003738334,0.0001856149,0.001867187,0.001157215,0.3242344,0.1677322,0.2524893,0.009217826,0.2339932],"study_design_scores_gemma":[0.00003812822,0.0001413472,0.000500215,0.00001792026,0.0000528506,0.0002331784,0.0001041694,0.9645831,0.0157906,0.01452072,0.00397421,0.00004357612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06603652,0.0005281512,0.9272159,0.0002657633,0.0001588945,0.000242422,0.00006056313,0.001455534,0.004036285],"genre_scores_gemma":[0.9546708,0.0001758589,0.04429771,0.00006125597,0.00003792065,0.00004801548,0.00006261241,0.00001682382,0.0006291147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00468244,"threshold_uncertainty_score":0.009310365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148656332","doi":"10.1109/jsac.2005.854119","title":"Conflict classification and analysis of distributed firewall policies","year":2005,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Network Packet Processing and Optimization","field":"Computer Science","cited_by":288,"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":"Firewall (physics); Computer science; Application firewall; Context-based access control; DMZ; Security policy; Computer security; Network security; Distributed computing; Stateful firewall; Entropy (arrow of time)","authors":[{"name":"Ehab Al‐Shaer","is_ca":false},{"name":"H. Hamed","is_ca":false},{"name":"Raouf Boutaba","is_ca":true},{"name":"Milu Md Khaled Hasan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04643447313465448,"gpt":0.315681861229468,"spread":0.2692473880948135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004149377,0.0004317286,0.000740686,0.002924861,0.0008899333,0.00168236,0.001463854,0.0007902164,0.00142642],"category_scores_gemma":[0.02096277,0.0002381068,0.0005472059,0.001578554,0.000699024,0.001794035,0.0007971206,0.0009966185,0.0002176027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179128,"about_ca_system_score_gemma":0.00127654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858972,"about_ca_topic_score_gemma":0.002052871,"domain_scores_codex":[0.9952282,0.001278034,0.0004385981,0.0007089464,0.001968241,0.0003780521],"domain_scores_gemma":[0.9775963,0.01368529,0.002224254,0.002489331,0.003493744,0.0005111918],"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":[0.001570673,0.0007716998,0.2137033,0.0002717976,0.0003136208,0.0009992196,0.0009497964,0.2141134,0.01481859,0.04663569,0.005396324,0.5004559],"study_design_scores_gemma":[0.00002450369,0.00004100044,0.006550353,0.00001160345,0.00002564986,0.0001910854,0.0001207008,0.972639,0.006245898,0.013166,0.0009696792,0.00001443146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5335922,0.000367882,0.4586295,0.0004942571,0.00007253427,0.0002303595,0.0006241314,0.001729316,0.004259808],"genre_scores_gemma":[0.8991303,0.00005541197,0.09931254,0.00004610096,0.00002751911,0.00008326608,0.0006906692,0.00004623852,0.0006079188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004149377,"threshold_uncertainty_score":0.02194428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205260830","doi":"10.1109/jsac.2021.3118352","title":"Optimizing Federated Learning in Distributed Industrial IoT: A Multi-Agent Approach","year":2021,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":288,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor; University of Waterloo","funders":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Computer science; Internet of Things; Distributed computing; Distributed learning; Artificial intelligence; World Wide Web","authors":[{"name":"Weiting Zhang","is_ca":false},{"name":"Dong Yang","is_ca":false},{"name":"Wen Wu","is_ca":true},{"name":"Haixia Peng","is_ca":false},{"name":"Ning Zhang","is_ca":true},{"name":"Hongke Zhang","is_ca":false},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1191208882038356,"gpt":0.3230193121981485,"spread":0.203898423994313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001944804,0.001078049,0.00153848,0.0005028201,0.0005944578,0.001126692,0.001801186,0.001656876,0.001001257],"category_scores_gemma":[0.003126522,0.0004826256,0.000524858,0.0004745072,0.001277277,0.00146364,0.001461138,0.001197412,0.0001407809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123798,"about_ca_system_score_gemma":0.001408199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00438971,"about_ca_topic_score_gemma":0.004371006,"domain_scores_codex":[0.9991995,0.0002758051,0.00003556854,0.0001987139,0.0001448338,0.0001455456],"domain_scores_gemma":[0.9982096,0.0009358432,0.0002879786,0.0001647858,0.0002657691,0.0001360923],"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":[0.00003183363,0.00003920394,0.0002593839,0.00001582344,0.00002332686,0.00004178657,0.00001608035,0.9889323,0.0003809,0.002894609,0.0001974352,0.007167491],"study_design_scores_gemma":[0.000005829633,0.000009793646,0.00002437623,0.000001426176,0.00000274432,0.000003364675,0.000004158296,0.9980094,0.0001128895,0.001753771,0.00007070138,0.000001516059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03063467,0.0001891696,0.9666617,0.0003760255,0.00004029329,0.00005277797,0.00002455064,0.0002681043,0.001752754],"genre_scores_gemma":[0.9141209,0.0001206409,0.0836273,0.0001690166,0.00004247842,0.0000910562,0.00003735991,0.00003658437,0.001754798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00438971,"threshold_uncertainty_score":0.01028526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156260722","doi":"10.1109/jsac.2007.071205","title":"R2: Random Push with Random Network Coding in Live Peer-to-Peer Streaming","year":2007,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":286,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Upload; Linear network coding; Testbed; Computer network; Server; Peer-to-peer; Multicast; BitTorrent; World Wide Web; Network packet","authors":[{"name":"Mea Wang","is_ca":true},{"name":"Baochun Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03754363206759547,"gpt":0.3099601509320104,"spread":0.2724165188644149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002675953,0.0007215085,0.0006838663,0.0007853706,0.000561996,0.001014929,0.001695183,0.001278863,0.001989896],"category_scores_gemma":[0.007955136,0.000371986,0.0006274075,0.0007620121,0.001947497,0.002360233,0.00210112,0.001583806,0.0008061742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043253,"about_ca_system_score_gemma":0.001447389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238716,"about_ca_topic_score_gemma":0.001430645,"domain_scores_codex":[0.9984005,0.0006978584,0.00006451704,0.0002475957,0.0004834138,0.0001060661],"domain_scores_gemma":[0.997481,0.001631146,0.0001631911,0.00027683,0.0003453302,0.0001025767],"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":[0.0002524796,0.0000743194,0.00049578,0.0002116389,0.00004231313,0.000289856,0.0002854586,0.432656,0.01123646,0.4398578,0.003464377,0.1111334],"study_design_scores_gemma":[0.00003007047,0.00006199089,0.00005030656,0.00001965573,0.000007963397,0.00008988537,0.00001880292,0.9419728,0.00351056,0.05132828,0.002887835,0.00002186438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00538592,0.0001835399,0.9912028,0.0001375439,0.00003899206,0.00008360162,0.00003113507,0.0004263988,0.002509987],"genre_scores_gemma":[0.3408868,0.0007457538,0.6486137,0.000379486,0.0001603963,0.0005847552,0.0001957756,0.0003530797,0.008080213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002675953,"threshold_uncertainty_score":0.01415193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170485195","doi":"10.1109/jsac.2021.3087243","title":"An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression","year":2021,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Wireless Signal Modulation Classification","field":"Computer Science","cited_by":282,"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":"Key Laboratory of Universal Wireless Communications of Ministry of Education; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Science Foundation","keywords":"Computer science; Identification (biology); Baseband; Artificial neural network; Computer engineering; Convergence (economics); Artificial intelligence; Algorithm; Machine learning; Telecommunications; Bandwidth (computing)","authors":[{"name":"Yu Wang","is_ca":false},{"name":"Guan Gui","is_ca":false},{"name":"Haris Gacanin","is_ca":false},{"name":"Tomoaki Ohtsuki","is_ca":false},{"name":"Octavia A. Dobre","is_ca":true},{"name":"H. Vincent Poor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05969386022215609,"gpt":0.3339043302936762,"spread":0.2742104700715201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003767679,0.0007240998,0.000661437,0.0005430541,0.0002895244,0.0005036218,0.000961016,0.0006958267,0.001474045],"category_scores_gemma":[0.001209645,0.000289181,0.0005717477,0.0005972505,0.0002967369,0.001230645,0.000722288,0.001277399,0.0004501585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004665542,"about_ca_system_score_gemma":0.000610298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216789,"about_ca_topic_score_gemma":0.003897225,"domain_scores_codex":[0.9997265,0.00003370206,0.00002058932,0.00007323227,0.0001175488,0.00002847006],"domain_scores_gemma":[0.9996948,0.00008980129,0.00003715795,0.00003565881,0.0001300767,0.00001259553],"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":[0.0001208306,0.00006194312,0.001289948,0.0001499149,0.0000748926,0.0001272113,0.0000867966,0.3548054,0.01955199,0.009611046,0.003485487,0.6106346],"study_design_scores_gemma":[0.000003278639,0.00001263181,0.0001428815,0.000005161989,0.000007555493,0.00004308352,0.000005576987,0.9950362,0.0028675,0.001197263,0.0006726118,0.000006169919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008972889,0.0003367664,0.9884992,0.0001310129,0.0000641769,0.00002497158,0.00003962143,0.0004854439,0.001445939],"genre_scores_gemma":[0.4857577,0.00102154,0.5020165,0.0003487181,0.0001727794,0.0002041315,0.000608655,0.0001523255,0.009717587],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004216789,"threshold_uncertainty_score":0.008384466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885828982","doi":"10.1109/jsac.2019.2904352","title":"Spatial Deep Learning for Wireless Scheduling","year":2019,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":278,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Computer science; Scheduling (production processes); Maximization; Wireless network; Wireless; Schedule; Artificial neural network; Channel (broadcasting); Distributed computing; Mathematical optimization; Computer network; Artificial intelligence; Telecommunications","authors":[{"name":"Wei Cui","is_ca":true},{"name":"Kaiming Shen","is_ca":true},{"name":"Wei Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666949143512008,"gpt":0.2678567553149181,"spread":0.251187263879798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663761,0.0007215195,0.0005533788,0.0003642406,0.0002623006,0.0005829647,0.000886558,0.0007435356,0.002238688],"category_scores_gemma":[0.001802699,0.0003474462,0.0003459881,0.0006083241,0.0005989079,0.0009431842,0.0007896146,0.001300607,0.0003433491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286885,"about_ca_system_score_gemma":0.001133942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525959,"about_ca_topic_score_gemma":0.01054222,"domain_scores_codex":[0.9998152,0.00005589503,0.000008274859,0.00003628107,0.00004320523,0.00004128526],"domain_scores_gemma":[0.9994841,0.0002901601,0.00005523486,0.00004949324,0.00009485747,0.00002607289],"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":[0.00003135255,0.00003183031,0.0003119384,0.00002705712,0.00001788837,0.00001491205,0.0000121594,0.9468167,0.0006790307,0.009677461,0.001204057,0.04117556],"study_design_scores_gemma":[0.000001090934,0.000003232376,0.00001945939,0.000001089736,9.337125e-7,0.000001329001,0.000001230981,0.9970336,0.0001246861,0.002700397,0.0001123479,6.355287e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02848312,0.0008352594,0.9650186,0.000595794,0.00008053976,0.00002299849,0.0001149953,0.0006855956,0.004163095],"genre_scores_gemma":[0.8768179,0.0006868409,0.1147947,0.0002867029,0.00009187656,0.00009936698,0.000275193,0.00008425248,0.00686309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007525959,"threshold_uncertainty_score":0.01496428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160036209","doi":"10.1109/jsac.2021.3078502","title":"Learning to Reflect and to Beamform for Intelligent Reflecting Surface With Implicit Channel Estimation","year":2021,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":272,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Huawei Technologies","keywords":"Computer science; Channel (broadcasting); Base station; Artificial neural network; Wireless; Artificial intelligence; Computer network; Telecommunications","authors":[{"name":"Tao Jiang","is_ca":true},{"name":"Hei Victor Cheng","is_ca":true},{"name":"Wei Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04803678577290461,"gpt":0.3467821487054097,"spread":0.2987453629325051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005144165,0.0007732526,0.0005399858,0.0002338066,0.0001718476,0.0004421047,0.000835335,0.000684885,0.001234915],"category_scores_gemma":[0.001781058,0.0003879117,0.0004888631,0.0003252795,0.0007373485,0.0009845875,0.0008243117,0.001019324,0.0003951582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780217,"about_ca_system_score_gemma":0.0006716163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974706,"about_ca_topic_score_gemma":0.002954674,"domain_scores_codex":[0.9997314,0.00007894252,0.00001076171,0.00006322096,0.00007671436,0.00003903267],"domain_scores_gemma":[0.999487,0.0002553613,0.00006195796,0.00007514263,0.0001001198,0.00002041953],"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":[0.00008285435,0.00005724542,0.0006042635,0.00004908102,0.00003505034,0.00004535275,0.00006170939,0.860133,0.01158989,0.006791353,0.0008618309,0.1196883],"study_design_scores_gemma":[0.000003377475,0.00001901558,0.00005006829,0.000001638626,0.000003227706,0.0000100111,0.000002747749,0.9973304,0.001071656,0.001318865,0.0001857568,0.000003277604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009658537,0.00005163597,0.9893749,0.00005068115,0.00001259832,0.00001034431,0.00001331417,0.0001942733,0.0006337891],"genre_scores_gemma":[0.6180175,0.0001961936,0.3766578,0.0001990925,0.00004442426,0.0001063716,0.0001734812,0.0001187591,0.004486316],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001974706,"threshold_uncertainty_score":0.004131198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1505562276","doi":"10.1109/jsac.2015.2432513","title":"Physical-Layer Security for MISO Visible Light Communication Channels","year":2015,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; McMaster University","keywords":"Computer science; Transmitter; Visible light communication; Beamforming; Physical layer; Channel (broadcasting); Secure transmission; Secrecy; Computer network; Transmission (telecommunications); Telecommunications; Topology (electrical circuits); Wireless; Computer security; Electrical engineering; Physics; Light-emitting diode; Optics; Engineering","authors":[{"name":"Ayman Mostafa","is_ca":true},{"name":"Lutz Lampe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05083687756006165,"gpt":0.3223381658429731,"spread":0.2715012882829115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001892337,0.001130814,0.0007425326,0.0005797197,0.0007042509,0.001978035,0.0005996733,0.0008790001,0.001378961],"category_scores_gemma":[0.005098904,0.0003474475,0.0004731432,0.0006825117,0.001938756,0.002768157,0.001968273,0.001084282,0.0003786538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236541,"about_ca_system_score_gemma":0.001028204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008197305,"about_ca_topic_score_gemma":0.0007567923,"domain_scores_codex":[0.9980772,0.0006851967,0.00007820097,0.0002100705,0.0006195513,0.0003298169],"domain_scores_gemma":[0.9960374,0.002450513,0.0006047107,0.000478922,0.0003561389,0.00007239272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002768218,0.0000666305,0.001493257,0.0003453748,0.00007546604,0.0004323617,0.0002808579,0.635022,0.03346738,0.2926925,0.001497121,0.03435026],"study_design_scores_gemma":[0.000009419979,0.00007799162,0.0002351072,0.00003865109,0.00001755027,0.0001513007,0.0000642281,0.947228,0.008292409,0.04258284,0.00127656,0.00002603111],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05047627,0.001280204,0.939962,0.0005830378,0.00006361531,0.0000402724,0.0001047058,0.0001100996,0.007379942],"genre_scores_gemma":[0.9626767,0.001597702,0.03389015,0.0001221862,0.00008371515,0.00005261296,0.00004526278,0.0000231209,0.001508472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001978035,"threshold_uncertainty_score":0.0100078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172135703","doi":"10.1109/jsac.2021.3087250","title":"Radio Frequency Fingerprint Identification for LoRa Using Deep Learning","year":2021,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Wireless Signal Modulation Classification","field":"Computer Science","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Key Research and Development Program of China; Royal Society","keywords":"Computer science; Deep learning; Spectrogram; Artificial intelligence; Universal Software Radio Peripheral; Carrier frequency offset; Multilayer perceptron; Convolutional neural network; Wireless; Time–frequency analysis; Artificial neural network; Pattern recognition (psychology); Speech recognition; Machine learning; Frequency offset; Orthogonal frequency-division multiplexing; Filter (signal processing); Telecommunications; Computer vision; Channel (broadcasting)","authors":[{"name":"Guanxiong Shen","is_ca":false},{"name":"Junqing Zhang","is_ca":false},{"name":"Alan Marshall","is_ca":false},{"name":"Linning Peng","is_ca":false},{"name":"Xianbin Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06964920209736099,"gpt":0.3229304058749288,"spread":0.2532812037775678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004369042,0.0007319747,0.000544255,0.0006897897,0.0002366256,0.0005555024,0.0007571432,0.0006339988,0.001752126],"category_scores_gemma":[0.001135427,0.0002156881,0.0003974157,0.0005241103,0.0002618803,0.0009480326,0.0009390093,0.0007437755,0.00106769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004942137,"about_ca_system_score_gemma":0.0004694285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002348434,"about_ca_topic_score_gemma":0.003186396,"domain_scores_codex":[0.9996848,0.00004459854,0.00001566314,0.00007627615,0.0001215187,0.00005712406],"domain_scores_gemma":[0.9996669,0.00007891884,0.00007058996,0.00005533018,0.0001087662,0.00001949626],"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":[0.0002149805,0.0001755674,0.005959701,0.0001491682,0.00008391311,0.0001644914,0.00006456719,0.1071433,0.03665595,0.002367907,0.004053622,0.8429668],"study_design_scores_gemma":[0.000006799923,0.00009771716,0.001862574,0.00001935271,0.00002067591,0.0001130421,0.00002400227,0.9811068,0.01259273,0.001557301,0.002583724,0.00001537916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07278154,0.001286905,0.9174012,0.0003554406,0.00010929,0.00006585697,0.0002461722,0.003508677,0.004244911],"genre_scores_gemma":[0.8566751,0.0006499038,0.1347758,0.000303478,0.00005375474,0.00008176008,0.0005624277,0.00005663723,0.006841165],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002348434,"threshold_uncertainty_score":0.005861461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319778953","doi":"10.1109/jsac.2023.3242704","title":"Split Learning Over Wireless Networks: Parallel Design and Resource Management","year":2023,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":253,"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; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Huawei Technologies; National Natural Science Foundation of China; Peng Cheng Laboratory","keywords":"Computer science; Latency (audio); Cluster analysis; Artificial intelligence; Partition (number theory); Wireless; Machine learning; Computer network; Operating system; Telecommunications","authors":[{"name":"Wen Wu","is_ca":false},{"name":"Mushu Li","is_ca":true},{"name":"Kaige Qu","is_ca":true},{"name":"Conghao Zhou","is_ca":true},{"name":"Xuemin Shen","is_ca":true},{"name":"Weihua Zhuang","is_ca":true},{"name":"Xu Li","is_ca":true},{"name":"Weisen Shi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05177587151592061,"gpt":0.3009152761501048,"spread":0.2491394046341842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732503,0.00088691,0.000761122,0.0006190269,0.0008236816,0.001635071,0.002568155,0.0006398116,0.004356974],"category_scores_gemma":[0.003689691,0.0005263847,0.0005574795,0.0006722427,0.001134667,0.003475714,0.001875328,0.001434804,0.0008064697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814712,"about_ca_system_score_gemma":0.002169826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004348125,"about_ca_topic_score_gemma":0.005595502,"domain_scores_codex":[0.9986268,0.0003476463,0.00008463603,0.000340793,0.0003477727,0.0002523618],"domain_scores_gemma":[0.998159,0.000608601,0.0001397325,0.0005295555,0.0004132269,0.000149938],"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":[0.0005256917,0.0003372427,0.001879854,0.000151145,0.00008345109,0.000140396,0.0002136635,0.6371456,0.008070654,0.04150706,0.006619682,0.3033255],"study_design_scores_gemma":[0.00001685712,0.00005678311,0.00006122884,0.000004258952,0.000008016347,0.00002240308,0.00001851318,0.9895326,0.001884813,0.00733883,0.001050956,0.000004817431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02174054,0.0002354053,0.9713687,0.0003305846,0.00006242126,0.000152278,0.00004328538,0.00161057,0.004456133],"genre_scores_gemma":[0.7276198,0.0003254258,0.2657636,0.0002351575,0.0000724175,0.0003915387,0.0001820072,0.000177548,0.00523254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004356974,"threshold_uncertainty_score":0.01457554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2226827734","doi":"10.1109/jsac.2016.2544459","title":"Energy Efficiency of Downlink Transmission Strategies for Cloud Radio Access Networks","year":2016,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":249,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Huawei Technologies","keywords":"Computer science; Telecommunications link; Backhaul (telecommunications); C-RAN; Transmitter power output; Base station; Radio access network; Efficient energy use; Computer network; Beamforming; Transmission (telecommunications); User equipment; Energy consumption; Optimization problem; Cellular network; Data transmission; Power optimization; Power (physics); Transmitter; Telecommunications; Algorithm; Mobile station; Power consumption; Electrical engineering","authors":[{"name":"Binbin Dai","is_ca":true},{"name":"Wei Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0233972083388699,"gpt":0.2865503854197243,"spread":0.2631531770808544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171147,0.0007431468,0.0005785597,0.0004417752,0.0004315976,0.0009699982,0.0007068948,0.0004880983,0.001461863],"category_scores_gemma":[0.003113521,0.0001863968,0.0002519341,0.0007176914,0.0006440992,0.0009632307,0.0006225684,0.0004565974,0.0001854972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267828,"about_ca_system_score_gemma":0.001020756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004866528,"about_ca_topic_score_gemma":0.004704291,"domain_scores_codex":[0.9993804,0.0002228697,0.00002207273,0.00005795829,0.000181434,0.0001353615],"domain_scores_gemma":[0.9988202,0.0008283952,0.0001043999,0.00006880277,0.0001515376,0.00002657802],"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":[0.000164055,0.00007637898,0.000599987,0.00005768077,0.00001848539,0.00004688197,0.00002717127,0.9308794,0.004756244,0.01812766,0.000392714,0.04485337],"study_design_scores_gemma":[0.000006880329,0.00003466766,0.0001382877,0.000004791339,0.000007004024,0.00001779204,0.00001802841,0.9949057,0.002160931,0.002499822,0.0002027506,0.000003327732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1577213,0.001753779,0.822336,0.0003643217,0.00005095254,0.0001082846,0.00006486985,0.0001723224,0.01742813],"genre_scores_gemma":[0.9588817,0.0005361551,0.03905941,0.00006694806,0.00002215686,0.00003750682,0.00003325666,0.00003731032,0.001325467],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004866528,"threshold_uncertainty_score":0.009676456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098143839","doi":"10.1109/jsac.2002.1003046","title":"Availability analysis of span-restorable mesh networks","year":2002,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":247,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Spare part; Process (computing); Mesh networking; Distributed computing; Modular design; Reliability engineering; Dual (grammatical number); Computer network; Telecommunications; Operations management","authors":[{"name":"Matthieu Clouqueur","is_ca":true},{"name":"W.D. Grover","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03326561017618952,"gpt":0.2672701624712476,"spread":0.2340045522950581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008297873,0.0003628468,0.000331765,0.0009707854,0.0003233536,0.0003971642,0.0006751029,0.0004243,0.001726901],"category_scores_gemma":[0.003209644,0.0001827285,0.0003864298,0.0004561019,0.000579712,0.0008026023,0.0005816444,0.000411498,0.0001263522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009586366,"about_ca_system_score_gemma":0.0003353025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538893,"about_ca_topic_score_gemma":0.001409415,"domain_scores_codex":[0.9996915,0.00008474986,0.00001177282,0.00004981028,0.0000928321,0.0000693563],"domain_scores_gemma":[0.9984587,0.001006291,0.0002348206,0.00005503006,0.0001862035,0.00005897583],"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":[0.00005887128,0.00001101302,0.001195622,0.00004141875,0.00001363935,0.00008389589,0.00003753839,0.9795563,0.002449926,0.0118015,0.0002527925,0.004497392],"study_design_scores_gemma":[9.274257e-7,0.00001315376,0.0003366785,0.00000246781,0.000002088221,0.00001901843,0.00001367336,0.995333,0.0001893127,0.003987105,0.0001006019,0.000001949475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3997278,0.00123364,0.5841331,0.000616786,0.00004650971,0.00006759532,0.000426541,0.000326709,0.01342134],"genre_scores_gemma":[0.9923498,0.0002660994,0.006235314,0.00002414624,0.00002187848,0.00002343767,0.00007382953,0.0000187528,0.0009867408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003538893,"threshold_uncertainty_score":0.007036626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084099189","doi":"10.1109/jsac.2014.2328143","title":"Distributed Pricing-Based User Association for Downlink Heterogeneous Cellular Networks","year":2014,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":246,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Coordinate descent; Base station; Beamforming; Telecommunications link; Subgradient method; Transmitter power output; Benchmark (surveying); Mathematical optimization; Optimization problem; Power control; User equipment; Algorithm; Computer network; Power (physics); Transmitter; Mathematics; Telecommunications","authors":[{"name":"Kaiming Shen","is_ca":true},{"name":"Wei Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01216597963256251,"gpt":0.2411847452304242,"spread":0.2290187655978617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001871605,0.0008722188,0.001580448,0.000357846,0.0006411389,0.001367584,0.001576717,0.001060331,0.0009985741],"category_scores_gemma":[0.004860288,0.0004332768,0.0004655657,0.001118289,0.001119079,0.001518316,0.001245433,0.001033687,0.0001934633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580063,"about_ca_system_score_gemma":0.001390223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747416,"about_ca_topic_score_gemma":0.003765363,"domain_scores_codex":[0.9984219,0.0007672285,0.0000420533,0.0001812611,0.0003734733,0.0002141639],"domain_scores_gemma":[0.998665,0.0007219978,0.0001526922,0.0001375661,0.0002272676,0.00009542367],"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":[0.00006591649,0.00006783103,0.0005197322,0.00001995364,0.00002199502,0.00006653403,0.00003006765,0.9601941,0.001204838,0.01350624,0.0004157354,0.02388712],"study_design_scores_gemma":[0.000004548679,0.00001339577,0.00004030274,6.419914e-7,0.000002508921,0.000007566387,0.000003773992,0.9979811,0.0001745471,0.001671507,0.00009811192,0.0000019383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03501881,0.0002639257,0.9621784,0.0001643719,0.00004103747,0.00004208034,0.00001681924,0.00009278538,0.002181708],"genre_scores_gemma":[0.9382623,0.0002002126,0.0592058,0.00006007071,0.00005764534,0.00005302723,0.00003508123,0.00003308633,0.002092806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004747416,"threshold_uncertainty_score":0.01146418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996977547","doi":"10.1109/jsac.2013.130816","title":"Buffer-Aided Relaying with Adaptive Link Selection","year":2012,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":245,"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":"Relay; Computer science; Computer network; Throughput; Channel state information; Relay channel; Transmission (telecommunications); Queue; Link Access Procedure for Frame Relay; Upper and lower bounds; Schedule; Selection (genetic algorithm); Power (physics); Wireless; Telecommunications; Mathematics","authors":[{"name":"Nikola Zlatanov","is_ca":true},{"name":"Robert Schober","is_ca":true},{"name":"Petar Popovski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07297752707014883,"gpt":0.3101918647511244,"spread":0.2372143376809756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009153734,0.000779219,0.0005445329,0.000405277,0.0003087861,0.0007482315,0.001297579,0.0007010808,0.0005468209],"category_scores_gemma":[0.002548562,0.0002305973,0.0003181521,0.0004782193,0.0005561649,0.001538743,0.0006023123,0.0003578538,0.0001282847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006021547,"about_ca_system_score_gemma":0.0006901069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298033,"about_ca_topic_score_gemma":0.001656082,"domain_scores_codex":[0.9995074,0.0001889261,0.00003078815,0.00009500689,0.0001143277,0.0000634824],"domain_scores_gemma":[0.9987704,0.0007289018,0.0001796866,0.0001353831,0.0001536013,0.00003204175],"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":[0.0003176563,0.0001038605,0.0009740093,0.0001501703,0.00008163303,0.0005934318,0.0001845059,0.8628411,0.03200389,0.05984767,0.0005646803,0.04233749],"study_design_scores_gemma":[0.00004269715,0.0001696738,0.0001386176,0.000007366034,0.00003912234,0.0001624099,0.0000161868,0.9847426,0.005958272,0.007796398,0.0009067345,0.00001989233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1484327,0.001221332,0.8460439,0.0002564282,0.00008525817,0.0001056014,0.00006655751,0.0002958862,0.003492245],"genre_scores_gemma":[0.9405249,0.0004912639,0.05734956,0.00005411889,0.00003372055,0.0000691774,0.00003669166,0.00001104784,0.001429479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001298033,"threshold_uncertainty_score":0.00484103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312050893","doi":"10.1109/jsac.2022.3221991","title":"Deep Learning-Enabled Semantic Communication Systems With Task-Unaware Transmitter and Dynamic Data","year":2022,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Domain Adaptation and Few-Shot Learning","field":"Computer Science","cited_by":232,"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":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Computer science; Transmitter; Task (project management); Artificial intelligence; Data transmission; Machine learning; Computer network; Channel (broadcasting)","authors":[{"name":"Hongwei Zhang","is_ca":false},{"name":"Shuo Shao","is_ca":false},{"name":"Meixia Tao","is_ca":false},{"name":"Xiaoyan Bi","is_ca":true},{"name":"Khaled B. Letaief","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02747285909964657,"gpt":0.2735198466886392,"spread":0.2460469875889926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203693,0.0007254771,0.0007323491,0.0004312252,0.0004772477,0.0008564873,0.001730596,0.001033778,0.00133387],"category_scores_gemma":[0.003381184,0.000321159,0.0004141671,0.0006511736,0.0009379074,0.003125264,0.002177074,0.001858522,0.000450874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009120526,"about_ca_system_score_gemma":0.001275027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828184,"about_ca_topic_score_gemma":0.003385166,"domain_scores_codex":[0.9994592,0.0001205201,0.00003842066,0.0001650012,0.0001397689,0.00007715505],"domain_scores_gemma":[0.9989667,0.0004127768,0.000115996,0.0002246976,0.0002253134,0.00005458735],"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":[0.0006720258,0.000364022,0.001718644,0.0002183067,0.0001299645,0.0003306742,0.0004500421,0.5389986,0.02405241,0.04188507,0.00529633,0.3858838],"study_design_scores_gemma":[0.00001007891,0.00003785853,0.0001172007,0.000006372362,0.000009856247,0.00002903625,0.00001986605,0.9834133,0.0047931,0.01091301,0.0006406152,0.000009636985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02814564,0.000238019,0.9687682,0.0002107095,0.00005693866,0.00003184322,0.0000755997,0.001080549,0.001392517],"genre_scores_gemma":[0.8160024,0.0002653038,0.1786405,0.000321919,0.00008120035,0.0001242213,0.0003534719,0.000106817,0.004104146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003828184,"threshold_uncertainty_score":0.007611811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2294456571","doi":"10.1109/jsac.2016.2525538","title":"Molecular MIMO: From Theory to Prototype","year":2016,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Ministry of Science ICT and Future Planning; National Research Foundation of Korea","keywords":"Molecular communication; Intersymbol interference; Computer science; MIMO; Transmitter; Channel (broadcasting); Channel state information; Interference (communication); Impulse response; Electronic engineering; Algorithm; Communications system; Detection theory; Telecommunications; Detector; Wireless; Mathematics","authors":[{"name":"Bon-Hong Koo","is_ca":false},{"name":"Changmin Lee","is_ca":false},{"name":"H. Birkan Yilmaz","is_ca":false},{"name":"Nariman Farsad","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true},{"name":"Chan‐Byoung Chae","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01710389476387282,"gpt":0.2598129920274669,"spread":0.2427090972635941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006088548,0.0004086901,0.0005738942,0.0004217524,0.0003022876,0.001413608,0.0007534759,0.0007792193,0.003417143],"category_scores_gemma":[0.001453707,0.0002724082,0.000408606,0.0005204612,0.0008047316,0.001011043,0.0006920673,0.001086137,0.001143877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000618788,"about_ca_system_score_gemma":0.0004440027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000654169,"about_ca_topic_score_gemma":0.000507428,"domain_scores_codex":[0.9996301,0.0001139476,0.00001243134,0.00004131641,0.0001608527,0.00004138507],"domain_scores_gemma":[0.9994127,0.0003109133,0.00004238471,0.00009013273,0.0001160894,0.00002783724],"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":[0.0001205619,0.0001083169,0.0007775223,0.000476548,0.00005214726,0.0002515803,0.0001951631,0.3142959,0.01310089,0.566151,0.007314317,0.09715594],"study_design_scores_gemma":[0.00001988815,0.0001808965,0.0002072446,0.00007239334,0.00001733114,0.0002933253,0.00004417789,0.8888788,0.004753224,0.08830228,0.01719637,0.00003401704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01069868,0.004187704,0.944825,0.0006993712,0.0002940933,0.00007869824,0.0001345637,0.0004177161,0.03866415],"genre_scores_gemma":[0.6180847,0.009750175,0.3495527,0.0007703702,0.0007534956,0.0003754499,0.0003057237,0.000117566,0.02028991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003417143,"threshold_uncertainty_score":0.01143146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102859083","doi":"10.1109/jsac.2009.090502","title":"Sage: a strong privacy-preserving scheme against global eavesdropping for ehealth systems","year":2009,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":219,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Ontario Tech University","funders":"","keywords":"Eavesdropping; Computer science; eHealth; Adversary; Scheme (mathematics); Software deployment; Computer security; Information privacy; Cryptography; Internet privacy; Health care","authors":[{"name":"Xiaodong Lin","is_ca":true},{"name":"Rongxing Lu","is_ca":true},{"name":"Xuemin Shen","is_ca":true},{"name":"Y. Nemoto","is_ca":false},{"name":"Nei Kato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04570417879071471,"gpt":0.3370362626392936,"spread":0.2913320838485789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002907322,0.0008323506,0.001055791,0.0009003815,0.001019867,0.001390441,0.001229424,0.001633793,0.001603678],"category_scores_gemma":[0.005855512,0.0003115973,0.0009626357,0.0009458061,0.00216639,0.003808843,0.005098089,0.002159184,0.0007019723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005221594,"about_ca_system_score_gemma":0.001040756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001802783,"about_ca_topic_score_gemma":0.000191264,"domain_scores_codex":[0.9966664,0.001271781,0.0002405428,0.0003331393,0.001121774,0.0003663278],"domain_scores_gemma":[0.9952485,0.001763286,0.0006079878,0.001658287,0.0004705726,0.0002514042],"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":[0.002360116,0.0002567172,0.002296035,0.0009857849,0.0004382434,0.001852093,0.001788054,0.1598191,0.1495217,0.4308369,0.01033367,0.2395117],"study_design_scores_gemma":[0.0004633332,0.001784744,0.00128645,0.0001821185,0.0003170561,0.003086697,0.0004669727,0.6476907,0.1102126,0.1882886,0.04592172,0.0002990946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03321448,0.0007192671,0.9587056,0.0008260716,0.000184826,0.0002147063,0.0001235731,0.0008753325,0.005136251],"genre_scores_gemma":[0.8762312,0.0006424019,0.1171818,0.0005299965,0.0001851439,0.0002173678,0.0001939174,0.00004419879,0.004773957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002907322,"threshold_uncertainty_score":0.01537555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087752598","doi":"10.1109/jsac.2014.2330151","title":"Performance of Full-Duplex AF Relaying in the Presence of Residual Self-Interference","year":2014,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Full-Duplex Wireless Communications","field":"Engineering","cited_by":214,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Akron","keywords":"Pairwise error probability; Computer science; Diversity gain; Coding gain; Interference (communication); Residual; Topology (electrical circuits); Superposition principle; Bit error rate; Algorithm; Transmission (telecommunications); Control theory (sociology); Mathematics; Telecommunications; Fading; Decoding methods; Channel (broadcasting)","authors":[{"name":"Leonardo Jimenez Rodriguez","is_ca":true},{"name":"Nghi H. Tran","is_ca":false},{"name":"Tho Le‐Ngoc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02599363811840614,"gpt":0.2616165675550605,"spread":0.2356229294366544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093819,0.0004309842,0.0006274724,0.0003390308,0.0003788993,0.0008238656,0.0005078657,0.0008528165,0.0005449059],"category_scores_gemma":[0.005241598,0.0001406733,0.0002224715,0.0003223683,0.0007741824,0.0008029676,0.0005965266,0.0003093433,0.0001755841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321422,"about_ca_system_score_gemma":0.0004837296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701476,"about_ca_topic_score_gemma":0.0008811619,"domain_scores_codex":[0.9993457,0.0001805702,0.00003318198,0.0001040172,0.0002151182,0.000121326],"domain_scores_gemma":[0.9944501,0.004173571,0.0004276923,0.0003035825,0.000533841,0.0001112924],"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":[0.001932159,0.0001568808,0.007880292,0.0002670274,0.000154234,0.0008827815,0.0005981829,0.853061,0.08464824,0.01032641,0.0004594612,0.03963341],"study_design_scores_gemma":[0.00003565422,0.0007446996,0.003532389,0.00001875909,0.0000594642,0.0007412482,0.0001238461,0.9694892,0.02216118,0.002770117,0.0002852597,0.00003816394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960685,0.0006228096,0.03441257,0.00009914032,0.00001828768,0.000008836221,0.00007878418,0.0001274005,0.003947121],"genre_scores_gemma":[0.9987417,0.00008361271,0.0008967957,0.000007864847,0.000004145009,0.000002438643,0.00001748151,0.000003144369,0.0002429055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701476,"threshold_uncertainty_score":0.00578475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040668711","doi":"10.1109/jsac.2020.3005469","title":"Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach","year":2020,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":212,"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":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Beijing Municipality; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Computer science; Leverage (statistics); Trajectory optimization; Inference; Artificial intelligence; Online algorithm; Particle swarm optimization; Optimization problem; Edge computing; Enhanced Data Rates for GSM Evolution; Cluster analysis; Trajectory; Machine learning; Algorithm","authors":[{"name":"Huaqing Wu","is_ca":true},{"name":"Feng Lyu","is_ca":false},{"name":"Conghao Zhou","is_ca":true},{"name":"Jiayin Chen","is_ca":true},{"name":"Li Wang","is_ca":false},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02177708150538558,"gpt":0.2347960193633238,"spread":0.2130189378579382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006814321,0.0009135829,0.001272869,0.0005010513,0.0004196927,0.0009013802,0.001275569,0.001228946,0.001183651],"category_scores_gemma":[0.002942001,0.0005270989,0.0004275422,0.000529205,0.0008883495,0.001139143,0.000818908,0.0009827876,0.0001468314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859824,"about_ca_system_score_gemma":0.001829121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01829251,"about_ca_topic_score_gemma":0.01392315,"domain_scores_codex":[0.9997063,0.00007273738,0.00001327473,0.00007604275,0.00005351939,0.0000781359],"domain_scores_gemma":[0.9985471,0.0008492503,0.0001884787,0.00006651249,0.0002602669,0.00008842351],"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":[0.00002241426,0.00001363893,0.0003335361,0.00001454858,0.00000737561,0.0000187228,0.000009525171,0.9931679,0.00022761,0.001493565,0.0001741189,0.004517187],"study_design_scores_gemma":[0.00000152058,0.000004807718,0.00002222269,0.000001170477,0.000001262531,0.000001965258,0.000003092678,0.9993487,0.00007476078,0.0005068929,0.00003262582,9.773909e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08709248,0.0006990389,0.9075959,0.000654896,0.00005255186,0.00006841569,0.0001184172,0.0003884316,0.003329874],"genre_scores_gemma":[0.9567652,0.0002149757,0.04073399,0.0001101644,0.00003262178,0.00005897629,0.0001222965,0.00004021101,0.001921646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01829251,"threshold_uncertainty_score":0.03637207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214866728","doi":"10.1109/jsac.2022.3155515","title":"Generalized Transceiver Beamforming for DFRC With MIMO Radar and MU-MIMO Communication","year":2022,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Radar Systems and Signal Processing","field":"Engineering","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Beamforming; MIMO; Computer science; 3G MIMO; Radar; Electronic engineering; Telecommunications; Engineering","authors":[{"name":"Li Chen","is_ca":false},{"name":"Zhiqin Wang","is_ca":false},{"name":"Ying Du","is_ca":false},{"name":"Yunfei Chen","is_ca":false},{"name":"F. Richard Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02206886901123192,"gpt":0.2499649836866108,"spread":0.2278961146753789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006587753,0.001147509,0.0006476359,0.0002768906,0.0002768124,0.0006073461,0.0005632363,0.0008308443,0.001897026],"category_scores_gemma":[0.001165169,0.0003009691,0.0005163697,0.0007123621,0.0004478052,0.0007586324,0.0005709858,0.0007242658,0.0008467565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004147277,"about_ca_system_score_gemma":0.0005563049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006640529,"about_ca_topic_score_gemma":0.0008430532,"domain_scores_codex":[0.9991623,0.0003112747,0.00003471714,0.0001532308,0.0002587461,0.00007977022],"domain_scores_gemma":[0.9995504,0.0001553022,0.00006909645,0.00005689538,0.0001503731,0.0000179336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001634563,0.00008144336,0.0009374552,0.0005620095,0.0001187623,0.0003721631,0.0002264985,0.5165641,0.06989861,0.1482445,0.005035958,0.257795],"study_design_scores_gemma":[0.00002307137,0.0002051465,0.000284746,0.00003400806,0.00003005348,0.0002975834,0.00004153706,0.9697602,0.007975742,0.0140574,0.007260445,0.00002998638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002688415,0.0002491474,0.9945498,0.000071576,0.0000309939,0.00001529442,0.00001837908,0.00006226285,0.002314193],"genre_scores_gemma":[0.50183,0.001919376,0.4892606,0.0003869064,0.0002319522,0.0003011594,0.0001692182,0.00005302979,0.005847779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001897026,"threshold_uncertainty_score":0.006346226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141692617","doi":"10.1109/jsac.2012.120706","title":"Optimized Day-Ahead Pricing for Smart Grids with Device-Specific Scheduling Flexibility","year":2012,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Electricity; Purchasing; Smart grid; Scheduling (production processes); Dynamic pricing; Minification; Flexibility (engineering); Electricity pricing; Real-time computing; Mathematical optimization; Electricity market; Microeconomics; Economics; Operations management","authors":[{"name":"Carlee Joe‐Wong","is_ca":false},{"name":"Soumya Sen","is_ca":false},{"name":"Sangtae Ha","is_ca":false},{"name":"Mung Chiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05627182290679464,"gpt":0.289451121055801,"spread":0.2331792981490064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014789,0.0004846185,0.0009011715,0.0003149756,0.0004732524,0.0009215368,0.0008759296,0.0006401513,0.001423969],"category_scores_gemma":[0.003135481,0.0004653484,0.0002901415,0.000591248,0.0004742608,0.001086347,0.0004197901,0.0007444751,0.0002012711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274028,"about_ca_system_score_gemma":0.001251443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125242,"about_ca_topic_score_gemma":0.01303005,"domain_scores_codex":[0.9995733,0.0001671164,0.00001699604,0.00007482973,0.00009021765,0.00007751767],"domain_scores_gemma":[0.9991882,0.000502413,0.00009215737,0.00006597556,0.0001023134,0.00004881157],"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":[0.00004507361,0.00001793674,0.0003984211,0.000007680961,0.000007735691,0.00001350702,0.00001567393,0.9878597,0.0002857074,0.002470205,0.0003934971,0.008484934],"study_design_scores_gemma":[0.000003487317,0.00000368824,0.0000628233,3.534673e-7,0.000001052314,0.000002287773,0.000002585017,0.9986789,0.00006735381,0.001119814,0.00005615227,0.000001542803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2082652,0.0003562998,0.7858986,0.0004915649,0.00009040461,0.00008042961,0.0001620285,0.0008159502,0.003839575],"genre_scores_gemma":[0.9461666,0.00005198129,0.05285322,0.00003970476,0.00001302878,0.00002390924,0.00006213211,0.00004535087,0.0007440138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01125242,"threshold_uncertainty_score":0.0223738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156544663","doi":"10.1109/49.848249","title":"Optimal mode selection and synchronization for robust video communications over error-prone networks","year":2000,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":209,"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":"Computer science; Encoder; Synchronization (alternating current); Channel (broadcasting); Bit error rate; Real-time computing; Coding (social sciences); Decoding methods; Algorithm; Computer network","authors":[{"name":"Guy Côté","is_ca":true},{"name":"Shahram Shirani","is_ca":true},{"name":"F. Kossentini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04229689627875186,"gpt":0.307780707519767,"spread":0.2654838112410151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004210357,0.0004505857,0.000269152,0.0002802484,0.0001963385,0.0003213284,0.0004247101,0.000315021,0.00103197],"category_scores_gemma":[0.001863854,0.0001619558,0.0001198184,0.0002703381,0.0003757435,0.0006237386,0.00039821,0.0003426661,0.0003072268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394575,"about_ca_system_score_gemma":0.0003502232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004968626,"about_ca_topic_score_gemma":0.0007326322,"domain_scores_codex":[0.9996312,0.0001253216,0.00001584885,0.00004354223,0.0001589099,0.00002512817],"domain_scores_gemma":[0.9995713,0.0002033119,0.00009626284,0.00006145436,0.00005605513,0.00001173606],"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":[0.0003601481,0.00006858839,0.000854386,0.0001865779,0.00004959695,0.0002471535,0.0001958555,0.4761168,0.1388297,0.05802103,0.001772055,0.3232982],"study_design_scores_gemma":[0.00002474461,0.0001577049,0.0002325139,0.00001352547,0.00001662704,0.0001540751,0.00001982798,0.9590312,0.02892732,0.008663297,0.00274162,0.00001750704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01490398,0.0004077373,0.9837019,0.00004872627,0.00001668278,0.00002034198,0.000009383769,0.0001669097,0.0007243166],"genre_scores_gemma":[0.5885444,0.0008747322,0.4080769,0.00006361654,0.00009631046,0.0001105656,0.00005453896,0.00007065274,0.002108218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00103197,"threshold_uncertainty_score":0.003452241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984924886","doi":"10.1109/jsac.2013.131209","title":"A Framework for Cooperative Resource Management in Mobile Cloud Computing","year":2013,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Cloud computing; Service provider; Mobile cloud computing; Resource management (computing); Resource allocation; Revenue; Mobile computing; Resource (disambiguation); Service (business); Business; Computer network; Marketing","authors":[{"name":"Rakpong Kaewpuang","is_ca":false},{"name":"Dusit Niyato","is_ca":false},{"name":"Ping Wang","is_ca":false},{"name":"Ekram Hossain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02988107618451629,"gpt":0.3075594451869847,"spread":0.2776783690024684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003422599,0.0009936406,0.001077987,0.0008196415,0.002207368,0.003075405,0.004056172,0.002156889,0.004395138],"category_scores_gemma":[0.003356125,0.0006802723,0.001753037,0.001495452,0.002171943,0.00346123,0.004621,0.003060217,0.001028438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436789,"about_ca_system_score_gemma":0.003606085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008255642,"about_ca_topic_score_gemma":0.008748654,"domain_scores_codex":[0.9977403,0.0008457844,0.0001252791,0.0002680089,0.000712341,0.0003083314],"domain_scores_gemma":[0.9990213,0.000356071,0.00008233977,0.0001674137,0.0001983527,0.0001745475],"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":[0.00002059986,0.00004185293,0.0001009657,0.00006492171,0.0000245659,0.0002269316,0.0002042818,0.07865775,0.0006523479,0.903049,0.003999579,0.01295718],"study_design_scores_gemma":[0.00005211973,0.00004153461,0.00006521207,0.00005643333,0.00002527535,0.0001622097,0.00009661149,0.6575,0.0004253079,0.3004189,0.04112463,0.00003180244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001606754,0.0004465623,0.9866828,0.0007353926,0.0001510149,0.0001921424,0.00004620265,0.0002045378,0.009934681],"genre_scores_gemma":[0.207458,0.00118439,0.7783054,0.0004071625,0.0003211665,0.001218523,0.0001728047,0.0001337138,0.01079889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008255642,"threshold_uncertainty_score":0.01810068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151953578","doi":"10.1109/jsac.2008.081006","title":"Grassmannian beamforming for MIMO amplify-and-forward relaying","year":2008,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":204,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Relay; Beamforming; Transmitter; Codebook; MIMO; Computer science; Grassmannian; Rayleigh fading; Relay channel; Topology (electrical circuits); Channel (broadcasting); Decoding methods; Control theory (sociology); Algorithm; Mathematics; Telecommunications; Fading; Physics; Power (physics)","authors":[{"name":"Behrouz Khoshnevis","is_ca":true},{"name":"Wei Yu","is_ca":true},{"name":"Raviraj Adve","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0851291242515848,"gpt":0.3234087361271168,"spread":0.238279611875532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000794596,0.000589256,0.0005682256,0.0002981579,0.0002346373,0.0007368027,0.0005693096,0.000556851,0.001572238],"category_scores_gemma":[0.002279578,0.0002165627,0.000249778,0.0006265416,0.0005838895,0.0009454681,0.0004720335,0.0004405468,0.0004480871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008200907,"about_ca_system_score_gemma":0.0008244688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211378,"about_ca_topic_score_gemma":0.002140997,"domain_scores_codex":[0.9995446,0.0001692409,0.0000254846,0.00007269226,0.0001476263,0.00004038809],"domain_scores_gemma":[0.9992956,0.0004036585,0.00008743733,0.00005316686,0.0001309969,0.000029049],"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":[0.00006758274,0.00002864869,0.0002894693,0.0001284126,0.00002171651,0.0001428788,0.0001153765,0.7938726,0.008915794,0.1163844,0.001756171,0.07827688],"study_design_scores_gemma":[0.000008844335,0.00004287122,0.00007872037,0.000006142913,0.000004382257,0.00003446902,0.00001928129,0.9708802,0.001254944,0.02659946,0.001060957,0.000009693937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008562463,0.0003862857,0.9890136,0.00009529017,0.00002414564,0.00002943563,0.00004567792,0.00004937524,0.001793806],"genre_scores_gemma":[0.6524839,0.002228527,0.3387182,0.0001273659,0.0001254091,0.0001974518,0.000189453,0.00004567925,0.005884096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00211378,"threshold_uncertainty_score":0.005950153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042101093","doi":"10.1109/jsac.2014.2332112","title":"Direct Electricity Trading in Smart Grid: A Coalitional Game Analysis","year":2014,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":200,"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":"Alexander von Humboldt-Stiftung","keywords":"Shapley value; Electricity; Computer science; Smart grid; Revenue; Electricity pricing; Electricity market; Electricity retailing; Dynamic pricing; Electricity generation; Game theory; Mathematical optimization; Grid; Microeconomics; Environmental economics; Power (physics); Business; Economics; Finance; Mathematics; Electrical engineering","authors":[{"name":"Woongsup Lee","is_ca":false},{"name":"Lin Xiang","is_ca":false},{"name":"Robert Schober","is_ca":true},{"name":"Vincent W. S. Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01983233228805043,"gpt":0.2504470573568902,"spread":0.2306147250688398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548968,0.0009334632,0.001086696,0.0006219637,0.0007028988,0.001527865,0.001343409,0.001150862,0.002805099],"category_scores_gemma":[0.003611556,0.0003966181,0.00112262,0.0007047165,0.001574842,0.002268499,0.001507884,0.001459853,0.0002123428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699904,"about_ca_system_score_gemma":0.001619112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006845336,"about_ca_topic_score_gemma":0.004841314,"domain_scores_codex":[0.9990242,0.0004804378,0.00003276859,0.0001169136,0.0001975328,0.000148193],"domain_scores_gemma":[0.9983273,0.001079482,0.000175948,0.00006150685,0.0002121512,0.00014361],"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":[0.00006983203,0.00006832192,0.0008920547,0.0000647499,0.00005652058,0.0003046039,0.0001410237,0.8245003,0.001004201,0.1650259,0.0009914711,0.006880943],"study_design_scores_gemma":[0.000007188481,0.00001240394,0.00007936714,0.000004361435,0.000005988835,0.000019871,0.00002605061,0.9810982,0.00005696356,0.01841594,0.0002680325,0.000005638903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1041063,0.0006330258,0.8681089,0.0007312043,0.0001017957,0.000162862,0.0001302115,0.00008338113,0.02594234],"genre_scores_gemma":[0.96259,0.0005232993,0.0310654,0.0001122468,0.00004633698,0.0001501372,0.00006906757,0.00002848386,0.005415041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006845336,"threshold_uncertainty_score":0.01361096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598778432","doi":"10.1109/jsac.2017.2687838","title":"A Flexible Millimeter-Wave Channel Sounder With Absolute Timing","year":2017,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":190,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Science Foundation","keywords":"Delay spread; Multipath propagation; Wideband; Computer science; Power delay profile; Electronic engineering; Channel sounding; Bandwidth (computing); Channel (broadcasting); Acoustics; Physics; Telecommunications; MIMO; Engineering","authors":[{"name":"George R. MacCartney","is_ca":false},{"name":"Theodore S. Rappaport","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1113056886411739,"gpt":0.2990297166118259,"spread":0.1877240279706519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182681,0.0003660898,0.0004029834,0.0006862984,0.0002722421,0.0004960123,0.001014672,0.0006888676,0.00232349],"category_scores_gemma":[0.0009404822,0.0002354407,0.0002176747,0.000398669,0.0003683046,0.000912425,0.0009715409,0.0006099633,0.0008866941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908616,"about_ca_system_score_gemma":0.0004434748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004850783,"about_ca_topic_score_gemma":0.0006717335,"domain_scores_codex":[0.9995295,0.00004551813,0.00001958224,0.00008255422,0.0002665406,0.0000564107],"domain_scores_gemma":[0.9993966,0.0001575207,0.00008764939,0.0001371701,0.0001480644,0.00007292825],"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":[0.0006484672,0.0001270149,0.004011191,0.0002660766,0.00004133917,0.0006401945,0.0002290469,0.0132477,0.4825366,0.01696821,0.008616344,0.4726678],"study_design_scores_gemma":[0.000478945,0.00178117,0.009376192,0.0001212549,0.0001734183,0.003857485,0.0001627411,0.2794482,0.5268582,0.004766021,0.1725992,0.0003770271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1154636,0.0009278193,0.8605505,0.0004371214,0.0005641364,0.0002126779,0.0004498545,0.008005018,0.01338934],"genre_scores_gemma":[0.5994533,0.0003895844,0.3832753,0.0007877658,0.0002468881,0.0002156457,0.0004859214,0.0002729422,0.01487272],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00232349,"threshold_uncertainty_score":0.007772803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160812247","doi":"10.1109/jsac.2021.3088662","title":"Joint Optimisation of Real-Time Deployment and Resource Allocation for UAV-Aided Disaster Emergency Communications","year":2021,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Royal Academy of Engineering; Ho Chi Minh City University of Technology and Education; Global Challenges Research Fund","keywords":"Computer science; Software deployment; Resource allocation; Joint (building); Resource management (computing); Resource (disambiguation); Real-time computing; Computer network; Computer security; Telecommunications; Operating system","authors":[{"name":"Tan Do‐Duy","is_ca":false},{"name":"Long D. Nguyen","is_ca":false},{"name":"Trung Q. Duong","is_ca":false},{"name":"Saeed R. Khosravirad","is_ca":false},{"name":"Holger Claußen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03364657306110735,"gpt":0.2758373300856606,"spread":0.2421907570245532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006724512,0.0008299153,0.001010899,0.0003193543,0.0003179562,0.0008025392,0.0007299025,0.0009974522,0.001583103],"category_scores_gemma":[0.001481559,0.0003315589,0.0004242179,0.0005185105,0.0005475252,0.0008225773,0.0006491715,0.0006100345,0.0002103308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007009726,"about_ca_system_score_gemma":0.0009802912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331115,"about_ca_topic_score_gemma":0.004011476,"domain_scores_codex":[0.9996605,0.0001475908,0.00001054443,0.00005502236,0.00005402796,0.00007248276],"domain_scores_gemma":[0.999554,0.000266875,0.00006714137,0.00002960966,0.0000547325,0.00002769663],"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":[0.00002595366,0.00001184127,0.00008612472,0.0000200404,0.000008461495,0.0000166997,0.00001136243,0.9923774,0.0006936081,0.001215718,0.0001822833,0.005350465],"study_design_scores_gemma":[0.000004683104,0.00001752924,0.00006020342,0.000001573592,0.000002906652,0.000007336089,0.00001019277,0.9988998,0.0002803862,0.0005628041,0.0001504303,0.000002168101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04627745,0.0004084399,0.9488615,0.0002070722,0.00004234119,0.0000530114,0.00004607947,0.0001890788,0.003915089],"genre_scores_gemma":[0.918878,0.0001893307,0.07834305,0.00005131126,0.00002106728,0.00007736458,0.00004402261,0.00004136196,0.002354505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004331115,"threshold_uncertainty_score":0.008611798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109714708","doi":"10.1109/jsac.2007.070219","title":"Joint optimization of relay-precoders and decoders with partial channel side information in cooperative networks","year":2007,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":185,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Relay; Computer science; Channel state information; Beamforming; Relay channel; Decoding methods; Terminal (telecommunication); Channel (broadcasting); Computer network; Transmission (telecommunications); Joint (building); Telecommunications; Wireless; Engineering","authors":[{"name":"Zhihang Yi","is_ca":true},{"name":"Il‐Min Kim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03420949191589935,"gpt":0.2779440421411942,"spread":0.2437345502252948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202433,0.001145995,0.001127631,0.0003561644,0.0002877248,0.001056078,0.0006953358,0.001074896,0.0006692839],"category_scores_gemma":[0.00456576,0.0005642677,0.0003969538,0.0007221671,0.0009330293,0.001184976,0.001051365,0.0005086889,0.0003050236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005466033,"about_ca_system_score_gemma":0.001141498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804781,"about_ca_topic_score_gemma":0.001958941,"domain_scores_codex":[0.9988266,0.0006520873,0.00005226007,0.000138371,0.0001934589,0.0001372283],"domain_scores_gemma":[0.998312,0.001112842,0.0001412566,0.0001731851,0.0002142431,0.00004653441],"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":[0.00006922474,0.00001900069,0.0003177067,0.00003547844,0.00003284773,0.00005924484,0.00007392642,0.9756615,0.002319034,0.007763458,0.0002179393,0.01343067],"study_design_scores_gemma":[0.0000176049,0.00005517076,0.0001003132,0.000005514364,0.00001889289,0.00002951909,0.00001850292,0.9902887,0.002048291,0.007202724,0.0002072194,0.000007513122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07849862,0.0003990731,0.9184358,0.0001645654,0.0000130728,0.00002396801,0.00005116732,0.0001319622,0.002281817],"genre_scores_gemma":[0.9172376,0.000401806,0.07997839,0.00005078507,0.00002621549,0.0000929145,0.00006331199,0.00003003216,0.002118936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00202433,"threshold_uncertainty_score":0.01070583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888360891","doi":"10.1109/jsac.2018.2864418","title":"Cooperative UAV Cluster-Assisted Terrestrial Cellular Networks for Ubiquitous Coverage","year":2018,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":184,"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":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Stochastic geometry; Cache; Cluster analysis; Base station; Poisson distribution; Cellular network; Real-time computing; Computer network; Algorithm; Artificial intelligence; Mathematics; Statistics","authors":[{"name":"Huici Wu","is_ca":false},{"name":"Xiaofeng Tao","is_ca":false},{"name":"Ning Zhang","is_ca":false},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02356308176329736,"gpt":0.2710402188204206,"spread":0.2474771370571233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002916691,0.0002806733,0.0002460615,0.0002982606,0.0002586125,0.0003681087,0.0004902214,0.0003354803,0.0005249438],"category_scores_gemma":[0.0009867187,0.0001095499,0.0002610683,0.0006027656,0.0003323843,0.0004743236,0.0003792215,0.0002102512,0.00009716923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007953562,"about_ca_system_score_gemma":0.0003114268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005591492,"about_ca_topic_score_gemma":0.004607461,"domain_scores_codex":[0.9997824,0.00006242377,0.000004436395,0.00003233465,0.00006603092,0.00005245925],"domain_scores_gemma":[0.9995943,0.000203621,0.00006039807,0.00003999011,0.00008169567,0.00001997583],"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":[0.00005412868,0.0000116486,0.001258391,0.00003730826,0.00002599759,0.0001357101,0.00007137352,0.9685329,0.004446474,0.01244029,0.0005824816,0.01240336],"study_design_scores_gemma":[0.000001081789,0.00001214029,0.0001874464,0.000001285907,0.000003676524,0.00001682719,0.00001661153,0.9981529,0.0003262763,0.001085715,0.0001940993,0.000001980217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2858972,0.00132048,0.7068353,0.0001808185,0.0000408783,0.0000349819,0.00008778495,0.0001963399,0.00540626],"genre_scores_gemma":[0.9921277,0.0003103109,0.006829479,0.00001870453,0.00001004832,0.00001294081,0.0000245077,0.000006078948,0.0006601324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005591492,"threshold_uncertainty_score":0.01111788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034450003","doi":"10.1109/jsac.2020.3000884","title":"Uplink-Aided High Mobility Downlink Channel Estimation Over Massive MIMO-OTFS System","year":2020,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":180,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Telecommunications link; Computer science; MIMO; Orthogonal frequency-division multiplexing; Channel (broadcasting); Electronic engineering; MIMO-OFDM; Algorithm; Real-time computing; Computer network; Engineering","authors":[{"name":"Yushan Liu","is_ca":false},{"name":"Shun Zhang","is_ca":false},{"name":"Feifei Gao","is_ca":false},{"name":"Jianpeng Ma","is_ca":false},{"name":"Xianbin Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02949425735384182,"gpt":0.2695111462849514,"spread":0.2400168889311096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004112617,0.0007445223,0.0006820022,0.0002845478,0.0004915853,0.000549973,0.0006079125,0.0004913384,0.000798429],"category_scores_gemma":[0.001358332,0.0002613829,0.000401969,0.0004012949,0.0004206061,0.0008878629,0.0008530432,0.0006454961,0.0003346424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004180914,"about_ca_system_score_gemma":0.0009067095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006587431,"about_ca_topic_score_gemma":0.006366562,"domain_scores_codex":[0.9995228,0.0001014843,0.00001872353,0.0000940315,0.0001630445,0.00009994215],"domain_scores_gemma":[0.9995424,0.0001468426,0.00006477218,0.00006734677,0.0001418535,0.0000369008],"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":[0.0003586696,0.00006768159,0.004052953,0.0001276933,0.00007065931,0.0004269946,0.0002321437,0.8014848,0.02842043,0.01202035,0.002279077,0.1504586],"study_design_scores_gemma":[0.00001296099,0.00003893281,0.000414782,0.000007527788,0.00001090718,0.00009213819,0.00003080934,0.9941142,0.002814296,0.001959155,0.0004888601,0.00001545424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0517916,0.0002625127,0.9446666,0.0002032927,0.00006736961,0.00002677262,0.0001354246,0.0004883325,0.002358092],"genre_scores_gemma":[0.9197527,0.0002465266,0.07741632,0.000133715,0.00006301323,0.00004868826,0.0002357842,0.00001869813,0.00208448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006587431,"threshold_uncertainty_score":0.01309818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387303325","doi":"10.1109/jsac.2023.3310046","title":"Digital Twin Enhanced Federated Reinforcement Learning With Lightweight Knowledge Distillation in Mobile Networks","year":2023,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"Japan Society for the Promotion of Science; National Natural Science Foundation of China","keywords":"Computer science; Reinforcement learning; Cloud computing; Distributed computing; Edge device; Edge computing; Enhanced Data Rates for GSM Evolution; Artificial intelligence; Operating system","authors":[{"name":"Xiaokang Zhou","is_ca":false},{"name":"Xuzhe Zheng","is_ca":false},{"name":"Xuesong Cui","is_ca":false},{"name":"Jiashuai Shi","is_ca":false},{"name":"Wei Liang","is_ca":false},{"name":"Zheng Yan","is_ca":false},{"name":"Laurence T. Yang","is_ca":true},{"name":"Shohei Shimizu","is_ca":false},{"name":"Kevin I‐Kai Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02766455617979272,"gpt":0.29365498016363,"spread":0.2659904239838373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008903324,0.000550466,0.0007818297,0.0001981226,0.0003796579,0.0007780474,0.00116335,0.00068816,0.001001949],"category_scores_gemma":[0.001799667,0.0002523046,0.0003172586,0.0002373459,0.0007694916,0.0009054806,0.001209863,0.001112152,0.0001788978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956115,"about_ca_system_score_gemma":0.001099062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583887,"about_ca_topic_score_gemma":0.004547996,"domain_scores_codex":[0.9995837,0.0001013537,0.0000204358,0.0001125817,0.00008225581,0.00009980194],"domain_scores_gemma":[0.9993948,0.0002580693,0.00007996125,0.0000808371,0.0001286125,0.00005772287],"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":[0.0001455006,0.00006935142,0.0005351945,0.00003960636,0.00002294467,0.00008695282,0.0000495071,0.9520511,0.002672657,0.006003085,0.0005562863,0.03776772],"study_design_scores_gemma":[0.000004381773,0.00001418993,0.00002736339,0.000001271994,0.000002077876,0.000003979378,0.000002257299,0.9985337,0.0003079087,0.001024774,0.0000764343,0.000001535734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06240419,0.0003317825,0.9342049,0.0002292853,0.00005864274,0.00003842179,0.00003693469,0.0005798787,0.002115914],"genre_scores_gemma":[0.9664618,0.00006755308,0.0321542,0.00007669059,0.00001281503,0.00003940651,0.00003110624,0.00001507163,0.001141448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00583887,"threshold_uncertainty_score":0.01160979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110381504","doi":"10.1109/jsac.2020.3041405","title":"Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning","year":2020,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":177,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Huawei Technologies (Canada); University of Waterloo","funders":"Science and Engineering Research Council","keywords":"Computer science; Artificial intelligence","authors":[{"name":"Wen Wu","is_ca":true},{"name":"Nan Chen","is_ca":true},{"name":"Conghao Zhou","is_ca":true},{"name":"Mushu Li","is_ca":true},{"name":"Xuemin Shen","is_ca":true},{"name":"Weihua Zhuang","is_ca":true},{"name":"Xu Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02367862938070886,"gpt":0.269330116435443,"spread":0.2456514870547342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238994,0.001158129,0.001232037,0.0004288048,0.0005113162,0.0009181193,0.001303816,0.0009450575,0.001610791],"category_scores_gemma":[0.003164219,0.0006103701,0.0005256269,0.000520064,0.001109437,0.00154144,0.001175866,0.001139531,0.0001697922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581362,"about_ca_system_score_gemma":0.001685948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302514,"about_ca_topic_score_gemma":0.008999984,"domain_scores_codex":[0.999311,0.0002365868,0.00002746017,0.0001612993,0.000109453,0.0001541923],"domain_scores_gemma":[0.9982023,0.001220599,0.0001763459,0.00008005434,0.0002001524,0.0001204768],"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":[0.00002784881,0.0000178349,0.0001810273,0.00002168802,0.00001184931,0.00002321332,0.0000195105,0.9881855,0.0003761256,0.003195408,0.0001891896,0.007750758],"study_design_scores_gemma":[0.000002755111,0.000006275494,0.00001647341,0.000001470724,0.000001621351,0.000002046839,0.000003362529,0.9985254,0.00008821767,0.001289653,0.00006130774,0.000001378785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02276848,0.0002964548,0.9747899,0.0001715351,0.00002092351,0.00005009587,0.00003492327,0.0002147236,0.001652923],"genre_scores_gemma":[0.8932878,0.0002750496,0.1042728,0.0001352839,0.00003319977,0.0001265771,0.0001440093,0.00007198353,0.00165328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01302514,"threshold_uncertainty_score":0.02589864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136253824","doi":"10.1109/jsac.2009.091219","title":"Soft-Switching Hybrid FSO/RF Links Using Short-Length Raptor Codes: Design and Implementation","year":2009,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Raptor code; Bit error rate; Forward error correction; Encoder; Gigabit; Electronic engineering; Radio frequency; Real-time computing; Free-space optical communication; Computer network; Low-density parity-check code; Optical communication; Telecommunications; Decoding methods","authors":[{"name":"Wenzhe Zhang","is_ca":true},{"name":"Steve Hranilovic","is_ca":true},{"name":"Ce Shi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04784187035164825,"gpt":0.3254325513952266,"spread":0.2775906810435784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002940099,0.0003790341,0.000228255,0.0003844084,0.0002310918,0.0005209126,0.0009651323,0.0004695593,0.001504195],"category_scores_gemma":[0.0004977661,0.0002063499,0.0001705215,0.0002669101,0.0002546522,0.0004334114,0.0002612439,0.0003329945,0.000495973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000408332,"about_ca_system_score_gemma":0.0004710013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008652247,"about_ca_topic_score_gemma":0.001082469,"domain_scores_codex":[0.9996998,0.00005936902,0.00001721822,0.00003509215,0.0001539786,0.000034649],"domain_scores_gemma":[0.999488,0.0001227961,0.0001050137,0.00008206279,0.0001680912,0.00003408784],"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":[0.000600384,0.0002896083,0.002235023,0.0007015871,0.0001783664,0.0005369799,0.0004192911,0.1659014,0.4087002,0.02427207,0.003028178,0.3931369],"study_design_scores_gemma":[0.0001002851,0.001325144,0.001164498,0.00005632927,0.00006060239,0.0007486728,0.0000513786,0.6441637,0.3347849,0.001598668,0.01587792,0.00006785554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2752993,0.001466027,0.7054356,0.0002415249,0.00009165048,0.0004163342,0.0001625372,0.003605315,0.01328167],"genre_scores_gemma":[0.7342147,0.0004080913,0.2611089,0.00005356231,0.0000220898,0.0002265261,0.00009171723,0.00006023488,0.003814257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001504195,"threshold_uncertainty_score":0.005032003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015609468","doi":"10.1109/jsac.2020.2986851","title":"SFC-Based Service Provisioning for Reconfigurable Space-Air-Ground Integrated Networks","year":2020,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Computer science; Distributed computing; Provisioning; Chaining; Virtual network; Computer network; Greedy algorithm; Scheduling (production processes); Mathematical optimization","authors":[{"name":"Guangchao Wang","is_ca":false},{"name":"Sheng Zhou","is_ca":false},{"name":"Shan Zhang","is_ca":false},{"name":"Zhisheng Niu","is_ca":false},{"name":"Xuemin Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05154914642958192,"gpt":0.2808584540433913,"spread":0.2293093076138094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006039272,0.0007413988,0.000506071,0.00052856,0.0009157896,0.0008847092,0.001056178,0.000576935,0.001795804],"category_scores_gemma":[0.00107362,0.0002314513,0.0003771696,0.0009684275,0.0005927122,0.0008635646,0.0008587791,0.0007301251,0.000198312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171645,"about_ca_system_score_gemma":0.001625881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009855908,"about_ca_topic_score_gemma":0.01101493,"domain_scores_codex":[0.9994209,0.0001304097,0.00002544235,0.0001090179,0.0001344228,0.0001797865],"domain_scores_gemma":[0.9995226,0.0001622326,0.00007770366,0.00007252724,0.00008597026,0.00007894319],"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":[0.00008193096,0.00005022981,0.0007584501,0.00006177335,0.00001472166,0.0001783541,0.00007792674,0.9144692,0.005894618,0.01766227,0.002333415,0.05841717],"study_design_scores_gemma":[0.000003129178,0.00001657104,0.00007886167,0.00000281346,0.000002897021,0.00002705382,0.00001647255,0.9956701,0.0006943244,0.002691825,0.0007918269,0.000004178408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06808787,0.0004835772,0.9240754,0.0003086287,0.00007380013,0.0001314491,0.0001660733,0.0008209648,0.005852222],"genre_scores_gemma":[0.9111745,0.0002214408,0.08744814,0.00006014849,0.00002330893,0.00008270757,0.000182491,0.00004284319,0.0007643341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009855908,"threshold_uncertainty_score":0.01959705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912731102","doi":"10.1109/jsac.2019.2895226","title":"Network Function Virtualization-Aware Orchestrator for Service Function Chaining Placement in the Cloud","year":2019,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":172,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; Chaining; Cloud computing; Quality of service; Distributed computing; Orchestration; Virtualization; Integer programming; Greedy algorithm; Server; Computer network; Network Functions Virtualization; Service (business); Software-defined networking; Virtual network; Operating system; Algorithm","authors":[{"name":"Hassan Hawilo","is_ca":true},{"name":"Manar Jammal","is_ca":true},{"name":"Abdallah Shami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04192788704279513,"gpt":0.2781422845110382,"spread":0.2362143974682431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312868,0.0007152863,0.0005859701,0.0004846603,0.0007866889,0.001009127,0.0009447797,0.0004897012,0.002185038],"category_scores_gemma":[0.00109439,0.0002095837,0.0004843386,0.0005684935,0.0004968288,0.0008568374,0.001103603,0.0006878315,0.0003135265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293461,"about_ca_system_score_gemma":0.002076379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658916,"about_ca_topic_score_gemma":0.005927199,"domain_scores_codex":[0.9994618,0.0001464694,0.00001821655,0.00008713228,0.0001283584,0.000157973],"domain_scores_gemma":[0.9996831,0.00008698891,0.00004631566,0.00005000977,0.00006578452,0.00006776713],"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":[0.0001287098,0.00009189892,0.001175986,0.00007879633,0.00002664493,0.0001520137,0.0001074996,0.8822525,0.01369668,0.02308036,0.002199325,0.07700951],"study_design_scores_gemma":[0.000003946306,0.00002424915,0.00007786234,0.000003416315,0.000003969073,0.00002430452,0.00002586409,0.9958045,0.001316497,0.001924208,0.0007874239,0.000003799573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03990807,0.0001667305,0.9537267,0.0001700195,0.00005738511,0.00009260776,0.00004184985,0.0006093587,0.005227316],"genre_scores_gemma":[0.7894825,0.0001541045,0.2085044,0.00006689306,0.00001994845,0.00007718518,0.0000942988,0.00007663829,0.001524114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004658916,"threshold_uncertainty_score":0.009384811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}