{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":24,"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":"169e6c46bae4","filters":{"venue":"International Journal of Wireless Information Networks"}},"results":[{"id":"W321574646","doi":"10.1023/a:1023418908192","title":"A Moment-Generating Function (MGF) Derivative-Based Unified Analysis of Incoherent Diversity Reception of M-ary Orthogonal Signals over Independent and Correlated Fading Channels","year":2003,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Fading; Rician fading; Nakagami distribution; Fading distribution; Mathematics; Keying; Binary number; Rayleigh fading; Phase-shift keying; Frequency-shift keying; Diversity combining; Diversity scheme; Bit error rate; Applied mathematics; Algorithm; Computer science; Statistics; Telecommunications; Demodulation; Channel (broadcasting); Arithmetic; Decoding methods","authors":[{"name":"A. Annamalai","is_ca":false},{"name":"C. Tellambura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012302706043829,"gpt":0.2366023703801514,"spread":0.2242996643363224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005675636,0.0001500236,0.0003370325,0.0009033076,0.0000777412,0.00003648153,0.0002501036,0.0001310671,0.00008937719],"category_scores_gemma":[0.00005761454,0.0001554735,0.000136283,0.0005434665,0.00005439622,0.00111774,0.00008461172,0.0002975345,2.642252e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156046,"about_ca_system_score_gemma":0.00004075461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009519192,"about_ca_topic_score_gemma":0.000006514119,"domain_scores_codex":[0.9980954,0.0001041594,0.001064848,0.00006819962,0.0005528264,0.0001145582],"domain_scores_gemma":[0.9976373,0.0001526624,0.001152706,0.0001267293,0.0008625959,0.00006801572],"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":[0.0001349721,0.00003721026,0.009122179,0.00002084932,0.0008434356,6.707362e-7,0.0006267683,0.9704853,0.002569186,0.0008986705,0.00003319666,0.01522753],"study_design_scores_gemma":[0.0009206515,0.00008934666,0.01238042,0.0002131726,0.0001866611,0.000005517739,0.000278037,0.9761304,0.009364828,0.0001608961,0.000108676,0.0001613578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4728619,0.00007684517,0.5266472,0.000008602724,0.0002215576,0.00007413443,0.000009845916,0.00002234648,0.00007756825],"genre_scores_gemma":[0.9972117,0.0003444413,0.002247383,0.00004839358,0.00003025629,0.000005520204,0.0001002948,0.000009491153,0.000002554428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5243998,"threshold_uncertainty_score":0.6340026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017163858","doi":"10.1007/s10776-013-0234-4","title":"Accurate Trilateration for Passive RFID Localization in Smart Homes","year":2013,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Université du Québec à Chicoutimi","keywords":"Trilateration; Computer science; Radio-frequency identification; Context (archaeology); Smart environment; Home automation; Fuzzy logic; Software deployment; Identification (biology); Computer security; Smart camera; Embedded system; Human–computer interaction; Real-time computing; Internet of Things; Artificial intelligence; Telecommunications; Software engineering","authors":[{"name":"Kévin Bouchard","is_ca":true},{"name":"Dany Fortin-Simard","is_ca":true},{"name":"Sébastien Gaboury","is_ca":true},{"name":"Bruno Bouchard","is_ca":true},{"name":"Abdenour Bouzouane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004875365659693107,"gpt":0.2131658954772399,"spread":0.2082905298175468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623951,0.000122349,0.0001711261,0.0004779386,0.00003610689,0.0002167809,0.000274385,0.0001474459,0.00005377681],"category_scores_gemma":[0.00008373741,0.0001117651,0.00007268685,0.0002060852,0.00002528209,0.002607615,0.00001939881,0.0001664936,0.00001453725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754144,"about_ca_system_score_gemma":0.00002681363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007255457,"about_ca_topic_score_gemma":0.00000729003,"domain_scores_codex":[0.9986833,0.00001490194,0.000843811,0.00004663116,0.0002569964,0.0001543761],"domain_scores_gemma":[0.9986128,0.00007409192,0.0003164663,0.00006926512,0.0008917636,0.00003561018],"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":[0.00003393514,0.00001111287,0.0008998089,0.00001871949,0.00005104768,0.000001260968,0.0003549119,0.9086109,0.00002744783,0.002283393,0.007091382,0.08061609],"study_design_scores_gemma":[0.001004769,0.00003706088,0.001432166,0.00008900448,0.00000607737,0.00001726156,0.0003308163,0.9888878,0.001440365,0.0009537607,0.005671134,0.0001298099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03442209,0.00006611101,0.962549,0.0003544529,0.001904633,0.0002706277,0.000008046472,0.00008743659,0.000337562],"genre_scores_gemma":[0.9984217,0.0003505291,0.0005972204,0.0002522562,0.0002071917,0.00004136354,0.0001073773,0.00001198414,0.00001035571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9639996,"threshold_uncertainty_score":0.4557648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2290175051","doi":"10.1023/a:1012378931278","title":"A Network-Based Dynamic Channel Assignment Scheme for TDMA Cellular Systems","year":2001,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Blocking (statistics); Base station; Time division multiple access; Call blocking; Interference (communication); Channel (broadcasting); Cellular network; Channel allocation schemes; Telecommunications; Handover; Wireless","authors":[{"name":"Peter Han Joo Chong","is_ca":true},{"name":"Cyril Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871754756683175,"gpt":0.2768519602391897,"spread":0.2581344126723579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001867462,0.0002412029,0.0003535749,0.0004751157,0.0002106834,0.000886643,0.003444424,0.0001878824,0.00001415796],"category_scores_gemma":[0.00008286358,0.0002265576,0.0002331187,0.0005380447,0.00006784377,0.002776171,0.00032942,0.0005225093,0.00001754681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785241,"about_ca_system_score_gemma":0.0002859021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008044997,"about_ca_topic_score_gemma":0.000002984302,"domain_scores_codex":[0.9964107,0.0001800474,0.001430044,0.0001670271,0.001301459,0.000510753],"domain_scores_gemma":[0.9948543,0.0005079195,0.001460017,0.0005773113,0.002388509,0.0002119471],"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":[0.0001658977,0.00008236058,0.0001746987,0.00001529959,0.0001369517,0.00001513369,0.0001297608,0.9455912,0.00002367694,0.01304432,0.006092746,0.03452802],"study_design_scores_gemma":[0.001528511,0.0001310224,0.0001294656,0.0002460151,0.000008126914,0.00009675931,0.00005481813,0.9683398,0.00002891829,0.0004412235,0.0287797,0.0002156343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001951069,0.0006822306,0.9897465,0.003429546,0.003233806,0.0004457218,0.00000630538,0.00007558911,0.0004291972],"genre_scores_gemma":[0.9829755,0.0004308079,0.01465404,0.0008006632,0.0008767664,0.00008782622,0.00007868607,0.00001952854,0.00007615447],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9810244,"threshold_uncertainty_score":0.9238751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786877580","doi":"10.1007/s10776-018-0388-1","title":"Energy-Efficient Deployment of Relay Nodes in Wireless Sensor Networks Using Evolutionary Techniques","year":2018,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Software deployment; Relay; Wireless sensor network; Heuristics; Differential evolution; Evolutionary algorithm; Key distribution in wireless sensor networks","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009742355587108606,"gpt":0.2469112033605254,"spread":0.2371688477734168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001026561,0.0003283573,0.0004987127,0.00110464,0.0001255583,0.0001901563,0.001857955,0.0003004345,0.00001631343],"category_scores_gemma":[0.00004447347,0.000312642,0.00023718,0.0009653883,0.0002641474,0.001713633,0.0004446191,0.0005148033,0.000002739381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734905,"about_ca_system_score_gemma":0.0002094333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000877468,"about_ca_topic_score_gemma":0.00001529607,"domain_scores_codex":[0.9955662,0.0002121829,0.002124839,0.0002490086,0.001354699,0.0004931111],"domain_scores_gemma":[0.9947707,0.000263715,0.002107754,0.0004296805,0.00227116,0.0001570035],"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":[0.0001480558,0.0001748841,0.00147886,0.000007001016,0.00009354733,0.00002987854,0.0003348544,0.9330093,0.0001909788,0.01327682,0.0003509654,0.0509049],"study_design_scores_gemma":[0.0007267569,0.0001392709,0.0008739628,0.0005864623,0.00001411245,0.0002899238,0.00009030206,0.9933479,0.002628361,0.00005964044,0.0009533922,0.0002899163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.173679,0.0001827138,0.822789,0.0001965179,0.002482918,0.0001110061,0.000003611362,0.00007227292,0.0004829626],"genre_scores_gemma":[0.9624782,0.0003208623,0.03579823,0.0003908571,0.0009550857,0.000006759939,0.00001428632,0.00002292502,0.00001282977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7887992,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W123717841","doi":"10.1023/a:1023414807283","title":"Performance of Reuse Partitioning in Cellular Systems with Mobile Users","year":2003,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Handover; Blocking (statistics); Call blocking; Simple (philosophy); Reuse; Channel (broadcasting); Computer network; Channel capacity; Real-time computing; Simulation","authors":[{"name":"Peter Han Joo Chong","is_ca":false},{"name":"Cyril Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0101520176504799,"gpt":0.2413929050173465,"spread":0.2312408873668666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012959,0.0001232571,0.0002395137,0.0005172101,0.00005647315,0.0002228012,0.002098811,0.00008307287,0.00001148284],"category_scores_gemma":[0.00007511876,0.0001064741,0.00005956036,0.0005920203,0.00007464036,0.003433904,0.0001746364,0.0004238893,0.00000512912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757053,"about_ca_system_score_gemma":0.0002024073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001441752,"about_ca_topic_score_gemma":0.00000353082,"domain_scores_codex":[0.9974754,0.0001923079,0.001077706,0.00008569498,0.0009469677,0.0002218702],"domain_scores_gemma":[0.9968364,0.0001994928,0.001042219,0.0005115215,0.001326229,0.00008418779],"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":[0.00006808339,0.00005824165,0.01433892,0.00001818367,0.00005196268,0.000008526727,0.0007354285,0.9692416,0.00003245517,0.008309308,0.0002103204,0.006926931],"study_design_scores_gemma":[0.001036618,0.000192761,0.00181352,0.0004810195,0.00000384038,0.0001208383,0.0002820106,0.9920198,0.0008288595,0.0000312512,0.003052682,0.0001368077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6342333,0.0002667443,0.3633401,0.0001355738,0.0006515587,0.0001800495,0.000001232388,0.00001818689,0.001173224],"genre_scores_gemma":[0.9938534,0.0006207131,0.005368961,0.00004481385,0.00006153493,0.0000220957,0.000006871208,0.00000712507,0.00001446528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596201,"threshold_uncertainty_score":0.4341888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603479549","doi":"10.1007/s10776-017-0349-0","title":"Adaptive Wireless Biomedical Capsule Tracking Based on Magnetic Sensing","year":2017,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Tracking (education); Recursive least squares filter; Orientation (vector space); Controller (irrigation); Wireless; Control theory (sociology); Transmission (telecommunications); Position (finance); Artificial intelligence; Computer vision; Adaptive filter; Algorithm; Telecommunications; Mathematics","authors":[{"name":"Ilknur Umay","is_ca":true},{"name":"Barış Fi̇dan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01953156871009051,"gpt":0.2834242699049492,"spread":0.2638927011948586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003685084,0.0001680738,0.0002919986,0.0003033923,0.0001774315,0.0002840825,0.0003031186,0.00009080314,0.00006093945],"category_scores_gemma":[0.0002253814,0.0001338343,0.0001878428,0.0000521135,0.0001265608,0.000680485,0.00004444287,0.0003947517,0.00001976559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411778,"about_ca_system_score_gemma":0.0001411586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002615482,"about_ca_topic_score_gemma":0.000002119097,"domain_scores_codex":[0.9980931,0.00002469142,0.0006845254,0.00009129487,0.000905544,0.0002009018],"domain_scores_gemma":[0.9974149,0.0001236261,0.001021033,0.0001984353,0.001047753,0.0001942166],"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":[0.001644428,0.0006778976,0.02170276,0.00003315094,0.0003858794,0.0009654174,0.0003595064,0.0197906,0.0002031137,0.0008416966,0.004967423,0.9484282],"study_design_scores_gemma":[0.005846256,0.002093678,0.1066559,0.002882615,0.0001521591,0.001374734,0.0002309575,0.878236,0.0006371097,0.00005544766,0.001639458,0.0001956567],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300314,0.00007892527,0.1494475,0.01014914,0.004777147,0.000361946,0.0000204382,0.00005279175,0.005080702],"genre_scores_gemma":[0.9953793,0.00004708947,0.002905081,0.000794997,0.0008085202,0.000002086579,0.00002968141,0.0000122087,0.00002107093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9482325,"threshold_uncertainty_score":0.5457606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161358203","doi":"10.1023/a:1014834100392","title":"Connection Admission Control for PCS-to-Internet Protocol Internetworking","year":2002,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Internetworking; UMTS frequency bands; Network packet; The Internet; Quality of service; Admission control; Scalability; Wireless network; Wireless; Distributed computing; Telecommunications; World Wide Web","authors":[{"name":"F. Richard Yu","is_ca":true},{"name":"Victor C. M. Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0133027942391985,"gpt":0.2547352197675267,"spread":0.2414324255283282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007246505,0.000208126,0.0002915805,0.0003858973,0.00008382564,0.0005612245,0.001384499,0.0001319914,0.000105544],"category_scores_gemma":[0.0001323152,0.0001830968,0.0002274962,0.0002397786,0.000024339,0.002316841,0.0001009698,0.000303581,0.0000418017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794951,"about_ca_system_score_gemma":0.00004152866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002725887,"about_ca_topic_score_gemma":0.000002433992,"domain_scores_codex":[0.9976411,0.00007928499,0.001178247,0.0001605492,0.0006400442,0.0003007672],"domain_scores_gemma":[0.9969144,0.0002905316,0.001066156,0.0001942869,0.001300989,0.000233651],"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":[0.0003946499,0.00006636496,0.0001882333,0.000008524166,0.0001450294,0.000007100872,0.00045027,0.1234097,0.000007220965,0.01368756,0.03683946,0.8247959],"study_design_scores_gemma":[0.003010036,0.0002829595,0.00007238347,0.0002008067,0.00001118424,0.0001227167,0.0000244651,0.8188772,0.00004116212,0.0001742845,0.1770195,0.0001632223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000508277,0.00002453667,0.9858366,0.002795391,0.003696664,0.006288023,0.000003322405,0.00008959135,0.0007575888],"genre_scores_gemma":[0.9873605,0.00001317937,0.004868088,0.002924893,0.001739495,0.002896311,0.000005826784,0.0000124966,0.0001792329],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9868522,"threshold_uncertainty_score":0.7466469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005672442","doi":"10.1007/s10776-012-0194-0","title":"Anonymous Indoor Navigation System on Handheld Mobile Devices for Visually Impaired","year":2012,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CNIB Foundation; University of Toronto","funders":"","keywords":"Computer science; Navigation system; Real-time computing; Computer vision; Mobile device; Visually impaired; Kalman filter; Tracking system; Tracking (education); Wireless; Artificial intelligence; Location tracking; Embedded system; Human–computer interaction; Telecommunications","authors":[{"name":"Chen Feng","is_ca":true},{"name":"Shahrokh Valaee","is_ca":true},{"name":"Anthea Wain Sy Au","is_ca":true},{"name":"Sophia V. Reyes","is_ca":true},{"name":"Sameh Sorour","is_ca":true},{"name":"Samuel N. Markowitz","is_ca":true},{"name":"Deborah T. Gold","is_ca":true},{"name":"Keith Gordon","is_ca":true},{"name":"Moshe Eizenman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006454158641832048,"gpt":0.2384792132185163,"spread":0.2320250545766843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003871692,0.0001506483,0.0001925838,0.0003098921,0.00006877501,0.0001315553,0.0003377011,0.0001702626,0.00001138396],"category_scores_gemma":[0.00003288314,0.0001330651,0.0001199009,0.0001384391,0.00002447994,0.001692187,0.00002274427,0.0002028348,0.00001698106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735489,"about_ca_system_score_gemma":0.00002418633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000128419,"about_ca_topic_score_gemma":6.506262e-7,"domain_scores_codex":[0.9985657,0.00001640544,0.0007516945,0.00004251297,0.0004011726,0.0002224992],"domain_scores_gemma":[0.9987039,0.0001096967,0.0004163105,0.00008899188,0.000609941,0.00007113646],"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":[0.0002964343,0.00007301041,0.003029017,0.0001949346,0.0003581042,0.000004719499,0.001450645,0.825131,0.000165132,0.01091314,0.005429967,0.1529539],"study_design_scores_gemma":[0.002523031,0.0003783196,0.001962939,0.0008270628,0.00006045905,0.0003156177,0.003093134,0.9493661,0.01078365,0.00006281164,0.03016655,0.0004603255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4050439,0.0002912787,0.5876299,0.00004873228,0.005269094,0.0003561086,0.00004074939,0.00031737,0.001002925],"genre_scores_gemma":[0.9982958,0.00005253821,0.0005733034,0.0001055996,0.0007951547,0.00004112432,0.0001115983,0.00001753452,0.000007361134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5932519,"threshold_uncertainty_score":0.5426239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086715374","doi":"10.1007/s10776-006-0054-x","title":"Analysis of Traffic Distribution and Blocking Probability in Future Wireless Networks","year":2006,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"","keywords":"Computer science; Handover; Computer network; Queueing theory; Blocking (statistics); Quality of service; Poisson distribution; Wireless network; Cellular traffic; Wireless; Cellular network; Channel (broadcasting); Telecommunications; Statistics","authors":[{"name":"Ronald Beaubrun","is_ca":true},{"name":"Samuel Pierre","is_ca":true},{"name":"Jean Conan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003176149596750814,"gpt":0.2002854882867102,"spread":0.1971093386899594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004119785,0.0001389474,0.0003392154,0.0004503702,0.00002505523,0.00006156736,0.0001902242,0.0001481373,0.000006377055],"category_scores_gemma":[0.00001497657,0.0001378091,0.0001090026,0.0006828822,0.00003821388,0.00115826,0.00002322102,0.0002631576,1.921654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458871,"about_ca_system_score_gemma":0.00001838326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000118305,"about_ca_topic_score_gemma":0.00008009168,"domain_scores_codex":[0.9982355,0.00003647939,0.00121238,0.00006763323,0.0002993604,0.0001486205],"domain_scores_gemma":[0.9986489,0.00007275141,0.0006198903,0.00009151126,0.0005272931,0.00003964733],"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":[0.00004281568,0.00002202438,0.006761923,0.00001987649,0.00019715,0.000002048111,0.000151454,0.960045,0.000005994298,0.0005462366,0.00006848889,0.03213697],"study_design_scores_gemma":[0.0005230607,0.00001398266,0.01484797,0.0001046103,0.00007393017,0.00001870391,0.0001148915,0.9839752,0.00002315725,0.00002948274,0.0001638912,0.0001111535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4828905,0.0002040842,0.5161333,0.00002805012,0.0005676845,0.00008485338,0.00001627972,0.0000220365,0.00005318983],"genre_scores_gemma":[0.9985887,0.0003182638,0.0004340687,0.00001009422,0.0003680852,0.000004678126,0.0002660939,0.000008550661,0.000001423097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5156993,"threshold_uncertainty_score":0.5619691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114398437","doi":"10.1007/s10776-007-0061-6","title":"Enhancing Fairness and Throughput of TCP in Heterogeneous Wireless Access Networks","year":2007,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer network; Computer science; TCP Westwood plus; TCP Friendly Rate Control; TCP global synchronization; TCP acceleration; CUBIC TCP; Zeta-TCP; TCP tuning; Network congestion; Wireless network; TCP Vegas; Throughput; Wireless; Network packet; Telecommunications","authors":[{"name":"Fei Peng","is_ca":true},{"name":"Victor C. M. Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007394912556597304,"gpt":0.2558552797880609,"spread":0.2484603672314636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386304,0.0001860578,0.0003606883,0.0004568277,0.0000455995,0.0003041749,0.001354788,0.0001619699,0.000008375657],"category_scores_gemma":[0.00003694027,0.0001736071,0.0001112231,0.0004081934,0.00007905179,0.003363549,0.0002631939,0.0004094524,0.00000129408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102681,"about_ca_system_score_gemma":0.00008260927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002122648,"about_ca_topic_score_gemma":0.00007886147,"domain_scores_codex":[0.9973008,0.00006642647,0.001527739,0.0001378845,0.0006581488,0.0003089959],"domain_scores_gemma":[0.9972684,0.0003659732,0.001272318,0.0001842082,0.0007820066,0.0001270441],"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":[0.0001645413,0.00004856688,0.0037673,0.00001133057,0.00008578918,0.00004838419,0.0005799563,0.3608658,0.00001661672,0.01036498,0.0001140106,0.6239327],"study_design_scores_gemma":[0.001583667,0.00008385789,0.004832567,0.000327737,0.00001098848,0.000343101,0.0001203319,0.9910666,0.0004296089,0.0003439655,0.0006469159,0.0002106319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1884211,0.0003154947,0.8087674,0.0002632631,0.001804399,0.0001030606,0.000001014024,0.00002333079,0.0003009661],"genre_scores_gemma":[0.9971665,0.0005128892,0.001306885,0.000520843,0.0004687957,0.000003096799,0.00000495224,0.000007868048,0.000008162141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8087454,"threshold_uncertainty_score":0.707949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042106536","doi":"10.1023/b:ijwi.0000031813.76079.2a","title":"An Improved Round Robin Packet Scheduler for Wireless Networks","year":2004,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"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","keywords":"Computer science; Computer network; Weighted round robin; Network packet; Quality of service; Scheduling (production processes); Wireless network; Maximum throughput scheduling; Wireless; Fairness measure; Distributed computing; Round-robin scheduling; Throughput; Fair-share scheduling; Mathematical optimization; Telecommunications","authors":[{"name":"Hossam Fattah","is_ca":true},{"name":"Cyril Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00537595054861443,"gpt":0.2354865932491038,"spread":0.2301106427004894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004719879,0.0003390358,0.0003942431,0.0003658277,0.0001191619,0.0003612786,0.0007746199,0.0003037302,0.00002227336],"category_scores_gemma":[0.00003267739,0.0003437855,0.0002063739,0.000297034,0.0000671262,0.004909525,0.0000415801,0.0005433089,0.000005301096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005590226,"about_ca_system_score_gemma":0.00009262174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004778221,"about_ca_topic_score_gemma":0.0000119843,"domain_scores_codex":[0.9975296,0.00003100471,0.001365968,0.0001393013,0.000492645,0.0004415424],"domain_scores_gemma":[0.9973422,0.0001092931,0.0007599387,0.0002454336,0.001324978,0.0002181416],"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":[0.0002045322,0.00005028919,0.00007257038,0.00001629583,0.0001886043,0.000004075408,0.0002195508,0.9311524,0.0001239096,0.002850071,0.0004386055,0.06467907],"study_design_scores_gemma":[0.002749833,0.0001554063,0.0001569559,0.0001871942,0.00003307137,0.0000941405,0.0001592892,0.993264,0.0005153369,0.0005782348,0.001742968,0.0003635456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05235895,0.0001914127,0.9424446,0.0001450493,0.004158011,0.0003403455,0.00002218271,0.0001782977,0.0001612043],"genre_scores_gemma":[0.9780314,0.0007827409,0.01835699,0.0003346718,0.002045997,0.00003946589,0.0003334212,0.00006788331,0.000007416944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9256725,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W92530893","doi":"10.1023/a:1009596207401","title":"A Distributed Fair Queueing (DFQ) Architecture for Wireless ATM Local Access Networks","year":2000,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Computer science; Computer network; Asynchronous Transfer Mode; Quality of service; Network packet; Wi-Fi; Scheduling (production processes); Local area network; Queueing theory; Data transmission; Base station; Wireless; Wireless network; Telecommunications","authors":[{"name":"Richard Kautz","is_ca":true},{"name":"Raymond Keh","is_ca":false},{"name":"Kee Chaing Chua","is_ca":false},{"name":"Alberto Leon‐Garcia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006397050090726133,"gpt":0.2413454435786494,"spread":0.2349483934879233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006367991,0.0002885218,0.0003939061,0.0002452531,0.0001933942,0.0009970482,0.002581066,0.0002218279,0.00007546455],"category_scores_gemma":[0.00003042174,0.0002560241,0.00031767,0.0004161036,0.00009626328,0.003798387,0.0001533536,0.0006002384,0.00001059831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931392,"about_ca_system_score_gemma":0.0001592154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001232836,"about_ca_topic_score_gemma":0.00001606919,"domain_scores_codex":[0.9972025,0.00009416128,0.001282703,0.0001992841,0.0007712421,0.0004500796],"domain_scores_gemma":[0.9971333,0.0003799636,0.0009261211,0.0002754328,0.0010594,0.0002258406],"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":[0.0001924682,0.00002623946,0.00007063142,0.00000392837,0.0001003196,0.000009183492,0.0001068958,0.4897859,3.857453e-7,0.004669688,0.003138661,0.5018957],"study_design_scores_gemma":[0.001900662,0.0001033087,0.0004131967,0.0001839447,0.00002328449,0.0002332089,0.00003866871,0.9554639,0.00001246811,0.0006675996,0.04069748,0.0002622606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008860937,0.0001786429,0.9850112,0.002782531,0.002372607,0.0002857966,0.00002072719,0.0001188531,0.0003687276],"genre_scores_gemma":[0.9937348,0.0002829144,0.002336952,0.001908849,0.001539465,0.00003193709,0.00009961492,0.0000154677,0.00005005027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9848738,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1564851929","doi":"10.1023/a:1009589512000","title":"Carrier-Sense Protocols for Packet-Switched Smart Antenna Basestations","year":2000,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Computer network; Network packet; Aloha; Throughput; Polling; Space-division multiple access; Transmission (telecommunications); Protocol (science); Channel (broadcasting); Real-time computing; Base station; Wireless; Telecommunications","authors":[{"name":"Charbel Sakr","is_ca":true},{"name":"T.D. Todd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528456467094771,"gpt":0.2891875661792139,"spread":0.2739030015082662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008601001,0.0002166216,0.0003084407,0.000262442,0.0001687014,0.0007175694,0.001203321,0.0001416286,0.0001388765],"category_scores_gemma":[0.00007286499,0.0001914119,0.0002565977,0.0003205837,0.00005410577,0.003908796,0.00007209161,0.0003256744,0.00001984118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121463,"about_ca_system_score_gemma":0.0002437549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009834333,"about_ca_topic_score_gemma":0.000006026239,"domain_scores_codex":[0.9974038,0.00008437027,0.001285256,0.0001472833,0.0007459019,0.0003333866],"domain_scores_gemma":[0.9966236,0.0002970891,0.0009330623,0.0003048335,0.00165205,0.0001893627],"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":[0.0007084385,0.0001499425,0.0006563763,0.00003568608,0.0002308563,0.000037948,0.001153728,0.06377291,0.00003035732,0.02245148,0.01813505,0.8926372],"study_design_scores_gemma":[0.002281068,0.0002683596,0.0008930017,0.0003253136,0.00001171609,0.000284302,0.00005155239,0.8002602,0.0001245828,0.001502067,0.1937262,0.0002716199],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004083765,0.00002272888,0.9840738,0.001654616,0.0009051241,0.008102683,0.00003914731,0.000070833,0.001047279],"genre_scores_gemma":[0.9531876,0.0001565627,0.03079489,0.003344286,0.001996135,0.0100735,0.0001083178,0.00003404583,0.0003046611],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.953279,"threshold_uncertainty_score":0.780555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089882011","doi":"10.1007/s10776-011-0167-8","title":"Extended Sum-of-Sinusoids-Based Simulation for Rician Fading Channels in Vehicular Ad Hoc Networks","year":2011,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Rician fading; Non-line-of-sight propagation; Computer science; Vehicular ad hoc network; Convergence (economics); Wireless ad hoc network; Range (aeronautics); Fading; Wireless; Telecommunications; Channel (broadcasting)","authors":[{"name":"Yuhao Wang","is_ca":false},{"name":"Xing Xing","is_ca":false},{"name":"Siyue Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01493992375732258,"gpt":0.2411287280778672,"spread":0.2261888043205446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000838617,0.0002597388,0.0004117588,0.0006605968,0.00004520599,0.00008323396,0.0005441067,0.0002731348,0.00003554311],"category_scores_gemma":[0.00007131468,0.0002680536,0.0002644221,0.0003457836,0.00004650426,0.001503086,0.00003610233,0.0004684476,0.000002967404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291614,"about_ca_system_score_gemma":0.00005870961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003834571,"about_ca_topic_score_gemma":0.00001035808,"domain_scores_codex":[0.9973748,0.00005342644,0.001553532,0.0001047173,0.0005309571,0.0003825878],"domain_scores_gemma":[0.997822,0.0002441014,0.0008094438,0.0001687675,0.0008360412,0.0001195996],"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":[0.0003730576,0.00004359943,0.0002896106,0.0000310885,0.0001524757,0.00001328925,0.0005718872,0.9169729,0.00001180688,0.0002285887,0.0001941487,0.08111754],"study_design_scores_gemma":[0.002490674,0.0001125326,0.001373491,0.0004166859,0.00003370585,0.00002316131,0.00009207225,0.9924636,0.0002680574,0.0001631652,0.002315346,0.0002474803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1359129,0.001029564,0.8593478,0.00003245593,0.002888309,0.0003829526,0.000009885612,0.0000602435,0.0003359747],"genre_scores_gemma":[0.9957345,0.0003245988,0.003117361,0.0001402697,0.000523038,0.00002362849,0.00009329968,0.00003815157,0.000005183884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8598216,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509143211","doi":"10.1007/s10776-016-0318-z","title":"Robustness, Stability, and Gains of Utility Maximization Algorithms for Mobile Ad Hoc Networks","year":2016,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Asynchronous communication; Computer network; Network topology; Mobile ad hoc network; Robustness (evolution); Distributed computing; Utility maximization; Wireless ad hoc network; Network congestion; Algorithm; Wireless; Network packet","authors":[{"name":"Ammar Alhosainy","is_ca":true},{"name":"Thomas Kunz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01986730845630666,"gpt":0.2651156223753597,"spread":0.2452483139190531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300336,0.0001996625,0.000362706,0.0002196235,0.00007748202,0.0001845124,0.00112603,0.0001837725,0.00003522672],"category_scores_gemma":[0.000112359,0.00015102,0.0001664499,0.0002458069,0.0001441226,0.003694847,0.0002824841,0.0002034119,6.592044e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393577,"about_ca_system_score_gemma":0.0001252939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001432072,"about_ca_topic_score_gemma":0.000005440317,"domain_scores_codex":[0.9974167,0.00009187423,0.001384817,0.0001803581,0.0006486139,0.0002776557],"domain_scores_gemma":[0.9953336,0.0005418414,0.001541787,0.0003276959,0.002115132,0.0001399608],"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":[0.0001689583,0.00006469827,0.001172628,0.00001751305,0.00009533246,0.000001816072,0.0002082714,0.231222,0.00001163735,0.002800375,0.0008003044,0.7634365],"study_design_scores_gemma":[0.001568133,0.0002137851,0.0013763,0.0001937343,0.0000155577,0.00006640344,0.00005023637,0.9913417,0.0001897865,0.0005233804,0.004290064,0.0001709716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02166972,0.0008560991,0.9746407,0.0004266095,0.001888131,0.0003866249,0.00002110577,0.00003606702,0.00007496704],"genre_scores_gemma":[0.9751067,0.003091353,0.02115662,0.0001592317,0.0004021627,0.00003963049,0.00002088883,0.00001187412,0.00001153585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9534841,"threshold_uncertainty_score":0.6158415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006595325","doi":"10.1023/b:ijwi.0000034540.01589.55","title":"A Distributed Packet Scheduling Scheme with Interference Avoidance for Non Real-Time Applications in CDMA Networks","year":2004,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Scheduling (production processes); Computer network; Code division multiple access; Network packet; Base station; Multipath propagation; Real-time computing; Spread spectrum; Cellular network; Channel (broadcasting)","authors":[{"name":"Alagan Anpalagan","is_ca":true},{"name":"E.S. Sousa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0110631218014096,"gpt":0.2738156498737342,"spread":0.2627525280723246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055018,0.0002576429,0.0003759711,0.0005215855,0.0001640816,0.0005876085,0.003125976,0.0001782447,0.000006645873],"category_scores_gemma":[0.00008769456,0.0002272425,0.0001352544,0.0009536266,0.0001218277,0.003614648,0.0003720945,0.0007549826,0.000009682914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560147,"about_ca_system_score_gemma":0.0003756409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002568049,"about_ca_topic_score_gemma":0.00003240581,"domain_scores_codex":[0.9972016,0.00008040693,0.001288479,0.0002133345,0.0007668106,0.000449327],"domain_scores_gemma":[0.9955328,0.000465211,0.001206599,0.0005679727,0.002045861,0.0001816189],"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":[0.0002137003,0.0001325438,0.001369764,0.0000145995,0.00009747814,0.000006320859,0.0004678707,0.9516094,0.00004565153,0.02501792,0.0001756598,0.02084906],"study_design_scores_gemma":[0.002416755,0.0001618522,0.002210715,0.0005885213,0.00000672528,0.00007357302,0.0001399888,0.9924066,0.0001408072,0.0008324299,0.0007571974,0.0002648373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02722905,0.00007526388,0.9700444,0.001502296,0.0002775677,0.000545317,0.00001418065,0.00006183711,0.0002501202],"genre_scores_gemma":[0.9284906,0.0005688659,0.0701528,0.0001639636,0.0002888773,0.0001428325,0.0001653646,0.00001700249,0.000009623668],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9012616,"threshold_uncertainty_score":0.926668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2270922278","doi":"10.1007/s10776-015-0285-9","title":"User Cooperation for 5G Wireless Access Networks","year":2015,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Computer science; Computer network; Overhead (engineering); Telecommunications link; User equipment; Radio access technology; Radio resource management; Cellular network; Wireless; Radio access network; Wireless network; Exploit; Telecommunications; Base station; Mobile station; Computer security","authors":[{"name":"Amine Maaref","is_ca":true},{"name":"Yu Cao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04332541503296879,"gpt":0.3211791994786706,"spread":0.2778537844457019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001328198,0.0001989913,0.0002785291,0.0003379875,0.0001330922,0.001339811,0.002925135,0.0001380505,0.00001228919],"category_scores_gemma":[0.000164016,0.0001804972,0.0001510551,0.0004428679,0.00005180095,0.007710055,0.0002876729,0.0003712829,0.000009301362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445181,"about_ca_system_score_gemma":0.0002690493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004190586,"about_ca_topic_score_gemma":0.00001193802,"domain_scores_codex":[0.9977054,0.0001331612,0.001124657,0.0001318287,0.0006459566,0.0002589704],"domain_scores_gemma":[0.9935918,0.0002399633,0.001035658,0.0003499382,0.004566117,0.0002165328],"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":[0.000177029,0.00007269867,0.0005717534,0.000005581932,0.0001439905,0.000004336749,0.0007782947,0.5446261,0.00001034115,0.09608327,0.04737455,0.310152],"study_design_scores_gemma":[0.001644123,0.0001034172,0.0002562539,0.0001023926,0.000009644564,0.00007726735,0.00005374643,0.941845,0.00012653,0.0002856705,0.05528898,0.0002069568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003906476,0.0002536537,0.9874305,0.00246456,0.004214593,0.0002567032,0.000002926423,0.00006502977,0.001405584],"genre_scores_gemma":[0.9911913,0.001090235,0.004176373,0.002269406,0.001072455,0.00002909896,0.00006391466,0.000012675,0.0000945584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9872848,"threshold_uncertainty_score":0.9996969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025958958","doi":"10.1007/s10776-009-0089-x","title":"CDMA-SFBC Downlink Performance","year":2009,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Telecommunications link; Rayleigh fading; Code division multiple access; Bit error rate; Phase-shift keying; Quadrature amplitude modulation; Electronic engineering; Transmission (telecommunications); Algorithm; Channel (broadcasting); Fading; Telecommunications; Engineering","authors":[{"name":"Taimour Aldalgamouni","is_ca":true},{"name":"A.K. Elhakeem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004342349623463817,"gpt":0.2210368629341264,"spread":0.2166945133106626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529766,0.0001401536,0.0001792034,0.000299111,0.00004664606,0.0001003324,0.0008009083,0.0001049376,0.00003514161],"category_scores_gemma":[0.00002277336,0.0001353435,0.00009168634,0.0001630944,0.00003094132,0.002655297,0.00003300175,0.0004450533,0.00001922623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017905,"about_ca_system_score_gemma":0.00002467188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.869443e-7,"about_ca_topic_score_gemma":3.111277e-7,"domain_scores_codex":[0.9985226,0.0000167692,0.0008310975,0.00003931587,0.0004329937,0.000157259],"domain_scores_gemma":[0.9986624,0.00004844382,0.0003894178,0.0001895829,0.0006385744,0.00007155822],"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":[0.00003439026,0.00001635638,0.0001655629,0.000005343898,0.00004426397,0.000002288754,0.0002178302,0.4280484,0.0000940306,0.001567991,0.002820384,0.5669831],"study_design_scores_gemma":[0.0008485364,0.0001339351,0.005348332,0.0002741668,0.00001272803,0.0002096651,0.00009466128,0.9327632,0.004420851,0.0007516334,0.05481506,0.0003272684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1352931,0.0003959622,0.8512948,0.0006821278,0.00167566,0.0001284281,0.000006183816,0.0003709148,0.01015284],"genre_scores_gemma":[0.9902235,0.003293303,0.005596598,0.0004897758,0.000342507,0.000003404188,0.00002754493,0.000009855963,0.00001349838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8549303,"threshold_uncertainty_score":0.5519149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2292278363","doi":"10.1007/s10776-016-0296-1","title":"Performance Analysis of the Double-Antenna SDC System Over N-Nakagami Fading Channels","year":2016,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Nakagami distribution; Fading; Computer science; Antenna (radio); Probability density function; Algorithm; Channel (broadcasting); Telecommunications; Cumulative distribution function; Statistics; Topology (electrical circuits); Mathematics; Combinatorics","authors":[{"name":"Lingwei Xu","is_ca":false},{"name":"Hao Zhang","is_ca":true},{"name":"Jingjing Wang","is_ca":false},{"name":"T. Aaron Gulliver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01824743342134848,"gpt":0.2552014359197284,"spread":0.2369540024983799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007763352,0.0001218471,0.0002613415,0.0005148057,0.0001211918,0.0001679149,0.002257187,0.00006251141,0.00002398913],"category_scores_gemma":[0.00003010196,0.00007011932,0.0002600409,0.000949916,0.00006058025,0.00261842,0.000399448,0.0001811338,0.000004881259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098274,"about_ca_system_score_gemma":0.00007463261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002636738,"about_ca_topic_score_gemma":0.000003912698,"domain_scores_codex":[0.9980139,0.0000888685,0.0009720622,0.0000790981,0.0006916957,0.0001543882],"domain_scores_gemma":[0.9966611,0.0001658291,0.001366907,0.0003932598,0.001354769,0.0000581188],"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":[0.0002909251,0.00009265218,0.03450346,0.00003487143,0.003246397,0.000005167607,0.004185362,0.3135876,0.000917856,0.1582159,0.001428807,0.483491],"study_design_scores_gemma":[0.0008627495,0.00002565395,0.02057571,0.0004647738,0.00006138167,0.0000337752,0.00005020006,0.975778,0.0003705276,0.000009220252,0.00166114,0.0001067914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2242652,0.000075719,0.7712078,0.001001238,0.002369199,0.00008834653,0.000003406549,0.00002595654,0.0009631095],"genre_scores_gemma":[0.9986111,0.0006325544,0.0003001177,0.000216575,0.0001774674,0.000003750853,0.00000246939,0.000003950113,0.00005201271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7743459,"threshold_uncertainty_score":0.4194453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015065328","doi":"10.1007/s10776-012-0180-6","title":"Minimizing Power Cost in QoS Constrained Wireless Sensor Networks","year":2012,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Time division multiple access; Computer science; Quality of service; Schedule; Reuse; Network packet; Computer network; Wireless sensor network; Frame (networking); Wireless; Efficient energy use; Energy consumption; Distributed computing; Mathematical optimization; Telecommunications","authors":[{"name":"Liqi Shi","is_ca":true},{"name":"Abraham O. Fapojuwo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009535124389270861,"gpt":0.242403329553579,"spread":0.2328682051643081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001548567,0.0003641618,0.0005052667,0.0008174013,0.0001098981,0.0004899522,0.001898985,0.0003233032,0.00004770314],"category_scores_gemma":[0.0000997898,0.000347977,0.0002478911,0.0007425523,0.00013431,0.005505418,0.0003201756,0.0009486244,0.00002353094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004033302,"about_ca_system_score_gemma":0.0001314615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001306031,"about_ca_topic_score_gemma":0.000006708605,"domain_scores_codex":[0.9956771,0.000208672,0.001900696,0.0001905239,0.001191566,0.0008314127],"domain_scores_gemma":[0.9960794,0.0005098549,0.00162608,0.0003790708,0.001052959,0.0003525949],"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":[0.0001138853,0.0001676964,0.006215248,0.000005391507,0.0001191361,0.00005278363,0.001258918,0.9071584,0.00002265043,0.01781052,0.001621274,0.0654541],"study_design_scores_gemma":[0.00190899,0.00006279721,0.003895496,0.0003152708,0.0000122906,0.0006400374,0.0004120669,0.9845678,0.0001375786,0.00001984032,0.007602602,0.0004251893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08949125,0.0002867887,0.8963544,0.000722095,0.01035702,0.0002277132,0.000004231323,0.00008597939,0.002470491],"genre_scores_gemma":[0.9882116,0.0002853022,0.008646335,0.00127343,0.001496474,0.00001191615,0.00002576633,0.00002288995,0.00002630009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8987203,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502055501","doi":"10.1023/a:1025369628593","title":"An Upper Bound on Air Interface Blocking Probability in Multiservice CDMA Networks","year":2003,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Dimensioning; Upper and lower bounds; Handover; Blocking (statistics); Function (biology); Computer network; Mathematical optimization; Algorithm; Mathematics","authors":[{"name":"Keivan Navaie","is_ca":true},{"name":"Ahmad R. Sharafat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627495602829005,"gpt":0.2998723336182622,"spread":0.2835973775899721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002793006,0.0002745289,0.0003509647,0.0006795379,0.0001502637,0.0006824284,0.003745794,0.0002283202,0.00003815814],"category_scores_gemma":[0.0002020989,0.00025942,0.0001491997,0.0007794867,0.00009564656,0.005377208,0.0003105877,0.001287029,0.0000197745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000571275,"about_ca_system_score_gemma":0.0002313644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003091181,"about_ca_topic_score_gemma":0.00005512025,"domain_scores_codex":[0.995792,0.0006894289,0.00156101,0.0002417681,0.001235325,0.0004804213],"domain_scores_gemma":[0.9958088,0.0005049629,0.001020419,0.0008595524,0.001573546,0.0002327554],"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":[0.0001140324,0.0002351939,0.003077794,0.00000685576,0.00005179426,0.0000140205,0.0008948569,0.9048097,0.000008375061,0.02282988,0.0002795657,0.06767793],"study_design_scores_gemma":[0.001276196,0.000154464,0.005954468,0.0002807856,0.000003498756,0.000140439,0.0001465882,0.9862521,0.0001702608,0.001011477,0.004353974,0.0002557563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1927853,0.0001864718,0.8021687,0.001218332,0.001785151,0.0002965268,0.000001847897,0.00006574978,0.001492008],"genre_scores_gemma":[0.9906564,0.0002704431,0.007788875,0.0009777021,0.000244461,0.00001992016,0.0000128875,0.00001633689,0.00001300244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7978711,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W179006473","doi":"10.1023/a:1011301403812","title":"Letter: An Improved Decision-Feedback Receiver for CDMA IS-95 Reverse Link","year":2001,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada); Ciena (Canada)","funders":"","keywords":"Computer science; Rayleigh fading; Additive white Gaussian noise; Code division multiple access; Multiuser detection; Fading; Block (permutation group theory); Joint (building); Algorithm; Performance improvement; Telecommunications; Decoding methods; Channel (broadcasting); Mathematics","authors":[{"name":"Bin Li","is_ca":true},{"name":"Wen Tong","is_ca":true},{"name":"Chengshan Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01938684976589332,"gpt":0.3011806497201832,"spread":0.2817937999542899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001506622,0.0002290854,0.0003091142,0.0004587154,0.000204891,0.0008761917,0.00436375,0.0002188386,0.0000825201],"category_scores_gemma":[0.0001943698,0.000211049,0.0002515852,0.0005037765,0.0000839142,0.007675288,0.0004482326,0.0006615423,0.00004154395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670111,"about_ca_system_score_gemma":0.0002052224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001416679,"about_ca_topic_score_gemma":0.000009938417,"domain_scores_codex":[0.9967142,0.0001287061,0.00142562,0.0001964191,0.001134261,0.0004008041],"domain_scores_gemma":[0.9938344,0.0006421455,0.001220235,0.0007726687,0.003268477,0.0002621186],"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":[0.0004294554,0.00008365617,0.000246662,0.000005998298,0.0001340287,0.00001157629,0.0007551508,0.04755965,0.00003228833,0.003639868,0.08560165,0.8615],"study_design_scores_gemma":[0.001392401,0.0001310501,0.0004279059,0.0001100458,0.000006298808,0.0001566721,0.0000430863,0.7087789,0.00005723297,0.0009587446,0.2877611,0.0001765829],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007657157,0.0001776883,0.9750898,0.01361093,0.002612657,0.0003067761,0.00001024604,0.00006278253,0.0004719939],"genre_scores_gemma":[0.8400784,0.005290131,0.1333391,0.01675717,0.004086487,0.00005592919,0.0001066491,0.00004265453,0.0002434956],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8613234,"threshold_uncertainty_score":0.8606327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033131707","doi":"10.1007/s10776-005-4784-y","title":"A Blind Adaptive Technique for Cancelling ICI in OFDM-WPAN Systems","year":2005,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Orthogonal frequency-division multiplexing; Frequency offset; Time division multiple access; Subcarrier; Frequency-hopping spread spectrum; Wireless; Carrier frequency offset; Electronic engineering; Real-time computing; Computer network; Channel (broadcasting); Telecommunications","authors":[{"name":"Jiang Zhu","is_ca":true},{"name":"Abraham O. Fapojuwo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335246523402635,"gpt":0.265488784201678,"spread":0.2521363189676517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050063,0.0001494838,0.0002405394,0.0005191158,0.00003364612,0.00008521604,0.0006152593,0.000141591,0.000006427087],"category_scores_gemma":[0.00003075842,0.0001546882,0.00008762431,0.0001790719,0.00003025402,0.001792832,0.00003725472,0.0004183691,0.000002732946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933515,"about_ca_system_score_gemma":0.00004685724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001080758,"about_ca_topic_score_gemma":0.00002036976,"domain_scores_codex":[0.9983323,0.00002675136,0.001094768,0.00005406891,0.0003114036,0.0001807274],"domain_scores_gemma":[0.9984245,0.0001527099,0.000514731,0.0001501547,0.0007019474,0.000055941],"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":[0.0001116209,0.0000171801,0.00004405513,0.00001528577,0.00004804061,0.000001115028,0.0003454581,0.9418741,0.0002015328,0.003406197,0.0005325064,0.0534029],"study_design_scores_gemma":[0.0009245585,0.00004428672,0.00003938631,0.0004334384,0.000006370404,0.0000583572,0.0002718411,0.9739176,0.004517633,0.0002285153,0.01938216,0.0001758706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006309405,0.0005534345,0.9909623,0.0001255606,0.0006138991,0.0004312388,0.00001502625,0.00009349842,0.0008956327],"genre_scores_gemma":[0.9717912,0.001142255,0.02633853,0.00007467746,0.0004443834,0.0001512789,0.00002544395,0.00002123879,0.00001095828],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9654818,"threshold_uncertainty_score":0.6308003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012848175","doi":"10.1007/s10776-008-0081-x","title":"Low-Interference Service Management Approach for Mobile Networks","year":2008,"lang":"en","type":"article","venue":"International Journal of Wireless Information Networks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec; Institut National de la Recherche Scientifique; Université du Québec à Montréal; Innovation, Science and Economic Development Canada","funders":"","keywords":"Computer science; Admission control; Computer network; Call Admission Control; Quality of service; Reservation; Bandwidth (computing); Wireless network; Telecommunications; Wireless","authors":[{"name":"Omneya Issa","is_ca":true},{"name":"Jean‐Charles Grégoire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066274880313011,"gpt":0.2718346738636206,"spread":0.2511719250604905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000922502,0.0002316094,0.0003151091,0.0004861153,0.0002385832,0.0003960745,0.00471307,0.0001537766,0.00001544593],"category_scores_gemma":[0.00002671018,0.000215937,0.0002086657,0.0006427317,0.00008319724,0.003543623,0.0007539952,0.0005541488,0.00001273632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282333,"about_ca_system_score_gemma":0.0001223608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000541123,"about_ca_topic_score_gemma":0.000001543708,"domain_scores_codex":[0.997032,0.0001150602,0.001247209,0.0001845615,0.001013132,0.0004080686],"domain_scores_gemma":[0.9952203,0.0002769851,0.001025572,0.0006215204,0.00267006,0.0001855725],"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":[0.0001386499,0.0001429974,0.0001237229,0.00002647115,0.0001973427,0.00001114418,0.0005546979,0.8027735,0.000002704813,0.008851626,0.005400835,0.1817763],"study_design_scores_gemma":[0.00123621,0.0001000063,0.0004009333,0.0001118187,0.000008165018,0.0003018593,0.0001451891,0.9871774,0.00005691855,0.00009966012,0.01014948,0.0002123864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003575434,0.0001441444,0.9907026,0.0005250117,0.001292821,0.0004862449,0.000004292026,0.0000744929,0.003195008],"genre_scores_gemma":[0.9440078,0.002650504,0.05149372,0.0009998804,0.0005481658,0.0001420653,0.0000772135,0.00001614327,0.00006447757],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9404324,"threshold_uncertainty_score":0.8805655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}