{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"70a28b29a04b","filters":{"venue":"Journal of Communications and Information Networks"}},"results":[{"id":"W4244780238","doi":"10.1007/bf03391543","title":"Software defined Internet of vehicles: architecture, challenges and solutions","year":2016,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":60,"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; The Internet; Architecture; Key (lock); Quality of service; Software; Path (computing); Service (business); Wireless; Resource (disambiguation); Computer network; Distributed computing; Telecommunications; Computer security; World Wide Web; Operating system","authors":[{"name":"Jiacheng Chen","is_ca":true},{"name":"Zhang Ning","is_ca":true},{"name":"Shen Xuemin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01544611104121929,"gpt":0.2031275968923873,"spread":0.187681485851168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035267,0.00008698944,0.0001720258,0.0001432946,0.00005332784,0.00002377082,0.0002415358,0.00007689432,0.000005504468],"category_scores_gemma":[0.00004623483,0.00006238279,0.00004422792,0.00007697728,0.0001155326,0.0008436521,0.0001138144,0.0002015029,0.000001257213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002328786,"about_ca_system_score_gemma":0.00001436433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000127214,"about_ca_topic_score_gemma":0.000009717219,"domain_scores_codex":[0.9991986,0.00004438257,0.0005077236,0.00002754415,0.00009531369,0.000126463],"domain_scores_gemma":[0.9989864,0.0002541031,0.0002276191,0.0003053355,0.0001525713,0.0000740316],"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":[0.00001639777,0.00001688612,0.0001655307,0.00005309941,0.0001084217,2.089121e-7,0.001005158,0.08379254,0.00003269208,0.01007528,0.001375924,0.9033579],"study_design_scores_gemma":[0.001859602,0.0003162014,0.0160437,0.00120319,0.0001087086,0.0003638685,0.0004011093,0.7477262,0.0000515591,0.003867429,0.2276948,0.0003636365],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04703705,0.09263083,0.8543017,0.002614387,0.0002291228,0.0002131785,0.00001282115,0.00009290109,0.002868008],"genre_scores_gemma":[0.9092049,0.08201143,0.008687295,0.00004173825,0.000033541,0.000003472652,0.000004596862,0.000007325003,0.000005687696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9029942,"threshold_uncertainty_score":0.2543896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781146054","doi":"10.1007/s41650-017-0042-6","title":"Undersampled differential phase shift on-off keying for optical camera communications","year":2017,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":17,"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, Okanagan Campus; University of British Columbia","funders":"","keywords":"Computer science; On-off keying; Keying; Visible light communication; Phase-shift keying; Differential phase; Computer hardware; Bit error rate; Field-programmable gate array; Frame rate; Software; Frame (networking); Modulation (music); Electronic engineering; Decoding methods; Telecommunications; Artificial intelligence; Light-emitting diode; Optics; Physics; Engineering","authors":[{"name":"Niu Liu","is_ca":true},{"name":"Julian Cheng","is_ca":true},{"name":"Jonathan F. Holzman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03737893205513779,"gpt":0.3098073181272974,"spread":0.2724283860721596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003730413,0.0001510875,0.0002805203,0.0001932483,0.001067988,0.0004793638,0.002601068,0.0001539184,0.000008745507],"category_scores_gemma":[0.0003006267,0.0001392414,0.0001106554,0.00007959411,0.0004769061,0.001816601,0.0005350505,0.0006584006,0.000004367352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006639452,"about_ca_system_score_gemma":0.00002893791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002112298,"about_ca_topic_score_gemma":0.000008106967,"domain_scores_codex":[0.998788,0.00003626833,0.000796265,0.00004678748,0.0001443433,0.0001883143],"domain_scores_gemma":[0.9954817,0.0007532602,0.0005135819,0.002887835,0.0002627548,0.0001008877],"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":[0.00008203978,0.000222261,0.0000982706,0.00003769066,0.0001979871,1.450491e-7,0.0005082767,0.005543679,0.00005026226,0.3600661,0.001509125,0.6316841],"study_design_scores_gemma":[0.002143613,0.0002469091,0.00135288,0.0001378177,0.00005493888,0.00001036732,0.0004077939,0.8888479,0.0000724235,0.00226922,0.1042367,0.0002194358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0516092,0.005977747,0.8966989,0.02631181,0.0006067572,0.0008998654,0.00006273286,0.0003707447,0.01746227],"genre_scores_gemma":[0.9535255,0.02064282,0.02556095,0.0001145776,0.00004425606,0.00004112123,0.00005221353,0.00001475319,0.000003838534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9019163,"threshold_uncertainty_score":0.8214209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046449295","doi":"10.23919/jcin.2020.9130438","title":"Hybrid Multiple Access and Service-Oriented Resource Allocation for Heterogeneous QoS Provisioning in Machine Type Communications","year":2020,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":8,"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":"Quality of service; Provisioning; Computer network; Computer science; Resource allocation; Service (business); Resource (disambiguation); Distributed computing; Business","authors":[{"name":"Yanan Liu","is_ca":true},{"name":"Xianbin Wang","is_ca":true},{"name":"Jie Mei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03388902575359698,"gpt":0.2797455719137109,"spread":0.2458565461601139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005227596,0.00009453628,0.0001675792,0.0001494992,0.0003590085,0.0003159677,0.001356304,0.00004467549,3.149492e-7],"category_scores_gemma":[0.0001427016,0.00008879632,0.00003096076,0.0004330291,0.00004218474,0.00252764,0.0009965423,0.0002925408,7.183925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002775612,"about_ca_system_score_gemma":0.00005690219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001367208,"about_ca_topic_score_gemma":0.000008670457,"domain_scores_codex":[0.9989203,0.0001017853,0.0006639831,0.00007109668,0.000111897,0.0001308952],"domain_scores_gemma":[0.9979218,0.0003732881,0.0005295289,0.0006184301,0.0004573475,0.00009965121],"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":[0.0003433077,0.0002852083,0.009539353,0.0002820527,0.0001490632,0.000001662729,0.02092195,0.07575975,0.0001111863,0.01660081,0.009134419,0.8668712],"study_design_scores_gemma":[0.0005580284,0.00009745968,0.0007216008,0.00006737164,0.000007460178,0.00002972801,0.0000508275,0.8636894,0.0000152878,0.0001170083,0.1345662,0.00007957176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01933636,0.002731381,0.9468112,0.02974631,0.0004626253,0.0005020361,0.000001812968,0.00004921519,0.0003590885],"genre_scores_gemma":[0.9439787,0.001615505,0.05104849,0.003108971,0.0001673008,0.00001091855,0.00006187088,0.000006644452,0.000001566853],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9246424,"threshold_uncertainty_score":0.3621009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2664573407","doi":"10.1007/s41650-017-0019-5","title":"Adaptive beaconing for collision avoidance and tracking accuracy in vehicular networks","year":2017,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada","keywords":"Beacon; Computer science; Benchmark (surveying); Interval (graph theory); Vehicular ad hoc network; Real-time computing; Collision avoidance; Vehicle tracking system; Set (abstract data type); Tracking (education); Resource (disambiguation); Collision; Computer network; Wireless; Artificial intelligence; Kalman filter; Telecommunications; Wireless ad hoc network; Computer security; Mathematics","authors":[{"name":"Long Sun","is_ca":false},{"name":"Aiping Huang","is_ca":false},{"name":"Hangguan Shan","is_ca":false},{"name":"Lin Cai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01691697044185991,"gpt":0.2556260732280227,"spread":0.2387091027861628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009044952,0.0001279294,0.0002513809,0.0001253317,0.0004951853,0.000376093,0.0004585654,0.0001337814,0.000001135795],"category_scores_gemma":[0.0001395696,0.0001238542,0.00005589108,0.00008498107,0.00009367567,0.003695994,0.0001285198,0.0005314728,2.926865e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000565277,"about_ca_system_score_gemma":0.0000207092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004767818,"about_ca_topic_score_gemma":0.00002915948,"domain_scores_codex":[0.9989548,0.0000426099,0.0006490142,0.00004901987,0.0001026124,0.000201889],"domain_scores_gemma":[0.9982516,0.000390682,0.0005491881,0.0005071445,0.0002158404,0.00008560051],"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":[0.00002384905,0.000007013412,0.0005863442,0.00001458961,0.00002852411,5.232453e-7,0.0003011332,0.9209898,0.000004338254,0.001265475,0.0002781348,0.07650034],"study_design_scores_gemma":[0.000797801,0.00005736986,0.01024347,0.0003445851,0.00002289887,0.00003742734,0.0001858226,0.9710485,0.000005788452,0.0001493561,0.01698155,0.000125468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.190958,0.02101863,0.7848423,0.0007840506,0.0004386975,0.0006597654,0.000006894891,0.00004509684,0.001246553],"genre_scores_gemma":[0.9739949,0.01781096,0.007956612,0.00008301896,0.0001103862,0.00001636138,0.00001300624,0.00001249729,0.000002305831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7830368,"threshold_uncertainty_score":0.5050626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403182013","doi":"10.23919/jcin.2024.10707104","title":"Digital-Twin Enabled Time Ahead Resource Allocation for Integrated Fiber-Wireless Connected Vehicular Network","year":2024,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Computer network; Wireless; Wireless network; Resource (disambiguation); Telecommunications","authors":[{"name":"Akshita Gupta","is_ca":false},{"name":"Saurabh Jaiswal","is_ca":false},{"name":"Martin Maier","is_ca":true},{"name":"Vivek Ashok Bohara","is_ca":false},{"name":"Anand Srivastava","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00916713854530888,"gpt":0.2141469257767682,"spread":0.2049797872314593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004675112,0.0001493916,0.0002117997,0.000203474,0.000145778,0.0007463131,0.000345843,0.0001693858,0.0000350991],"category_scores_gemma":[0.0000369633,0.0001358752,0.00009525777,0.0005179428,0.00007859854,0.004657598,0.00003669409,0.0004469446,0.00002979363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008668711,"about_ca_system_score_gemma":0.00005492843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.241784e-7,"about_ca_topic_score_gemma":3.748408e-7,"domain_scores_codex":[0.9986737,0.00003070643,0.0009141563,0.00004574447,0.000150529,0.0001851962],"domain_scores_gemma":[0.9986524,0.0004159375,0.0001670539,0.000323051,0.0003484743,0.0000930993],"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":[0.00003464975,0.00002158438,0.00001128148,0.000166908,0.0002315685,4.450509e-7,0.0005050864,0.5275344,0.00001392731,0.01042551,0.08148828,0.3795664],"study_design_scores_gemma":[0.0001956925,0.00003681872,0.00001485939,0.0002620274,0.00002220649,0.000027308,0.0001327583,0.5178844,0.00001081781,0.0001692396,0.4811564,0.00008747869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01315155,0.008959005,0.8303502,0.003231659,0.0008220956,0.001228548,0.0001700032,0.0008057476,0.1412812],"genre_scores_gemma":[0.9935994,0.001706917,0.00284366,0.0001735995,0.0002443201,0.00005021051,0.0009062691,0.00003760436,0.000438091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9804478,"threshold_uncertainty_score":0.7196714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606325391","doi":"10.11959/j.issn.2096-1081.2016.037","title":"Low-complexity factor-graph-based MAP detector for f ilter bank multicarrier systems","year":2016,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Detector; Factor graph; Filter bank; Minimum mean square error; Computer science; Modulation (music); Matched filter; Orthogonal frequency-division multiplexing; Algorithm; Waveform; Electronic engineering; Multiplexing; Bit error rate; Control theory (sociology); Mathematics; Telecommunications; Statistics; Engineering; Decoding methods; Physics; Channel (broadcasting); Acoustics; Artificial intelligence","authors":[{"name":"Fangyu Cui","is_ca":false},{"name":"Minjian Zhao","is_ca":false},{"name":"Yunlong Cai","is_ca":false},{"name":"Benoı̂t Champagne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02385290920117825,"gpt":0.2453881717945125,"spread":0.2215352625933343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485449,0.0001011443,0.0001695745,0.0001781337,0.0001376658,0.00008992665,0.0003050794,0.00008339902,0.0000238709],"category_scores_gemma":[0.00004035079,0.00007234301,0.00008412517,0.00009785201,0.0001055083,0.001331935,0.00002762042,0.0001542379,0.000005037274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006780087,"about_ca_system_score_gemma":0.00002299755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001245104,"about_ca_topic_score_gemma":0.000001336866,"domain_scores_codex":[0.9990409,0.00003834505,0.0006418757,0.00002962201,0.0001145867,0.0001346685],"domain_scores_gemma":[0.9986367,0.0002547606,0.0002714295,0.0004143408,0.0003279139,0.00009485599],"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":[0.0004199972,0.0002322297,0.002784881,0.001272281,0.0008041721,7.052809e-7,0.002404529,0.5228588,0.004728845,0.02571202,0.0562663,0.3825153],"study_design_scores_gemma":[0.001712351,0.0001047162,0.002346196,0.0003479805,0.00003734421,0.00002319264,0.0001563145,0.6622964,0.0004047374,0.0002331055,0.3320937,0.0002439698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0202106,0.001177905,0.9757938,0.0008055508,0.001033545,0.0003207173,0.00006144019,0.00007673002,0.0005197497],"genre_scores_gemma":[0.9930065,0.0006803323,0.006067214,0.00006126644,0.000124889,0.00002746615,0.000009373523,0.00001055769,0.00001239813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727959,"threshold_uncertainty_score":0.2950062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246240204","doi":"10.1007/bf03391566","title":"Low-complexity factor-graph-based MAP detector for filter bank multicarrier systems","year":2016,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Detector; Factor graph; Filter bank; Minimum mean square error; Computer science; Modulation (music); Waveform; Electronic engineering; Orthogonal frequency-division multiplexing; Matched filter; Algorithm; Multiplexing; Bit error rate; Filter (signal processing); Control theory (sociology); Mathematics; Telecommunications; Engineering; Statistics; Physics; Decoding methods; Channel (broadcasting); Acoustics; Artificial intelligence","authors":[{"name":"Fangyu Cui","is_ca":false},{"name":"Minjian Zhao","is_ca":false},{"name":"Yunlong Cai","is_ca":false},{"name":"Benoı̂t Champagne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02537743818082888,"gpt":0.2443056808510261,"spread":0.2189282426701972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002389624,0.0000996922,0.0001667427,0.0001722684,0.000135332,0.00008826239,0.0003007781,0.00008273189,0.0000292792],"category_scores_gemma":[0.00004245133,0.00007131023,0.00008346383,0.00009579995,0.0001007262,0.001300177,0.00002733121,0.0001521063,0.000005038988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006401826,"about_ca_system_score_gemma":0.00002244354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001225678,"about_ca_topic_score_gemma":0.000001318606,"domain_scores_codex":[0.9990579,0.0000379452,0.0006300544,0.00002926065,0.0001119901,0.0001327906],"domain_scores_gemma":[0.9986445,0.0002707967,0.0002666137,0.000409209,0.0003161218,0.00009276801],"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":[0.0003850083,0.0002114215,0.002245903,0.001201436,0.0008309995,6.596828e-7,0.002098566,0.512984,0.004133913,0.02324704,0.07137341,0.3812876],"study_design_scores_gemma":[0.001593604,0.00009863864,0.002238527,0.0003390814,0.00003387597,0.00002137866,0.0001378887,0.6726136,0.0004042654,0.0002113566,0.3220789,0.0002289674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01550966,0.00126023,0.9803861,0.0008260578,0.001012341,0.0003228969,0.00007517123,0.00007644084,0.0005310948],"genre_scores_gemma":[0.9926588,0.0006540427,0.00643934,0.0000626428,0.0001216052,0.0000283806,0.00001093534,0.00001037554,0.00001387665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9771491,"threshold_uncertainty_score":0.2907947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394564128","doi":"10.23919/jcin.2024.10494943","title":"Spatio-Temporal Service Analysis in Multi-Layer Non-Terrestrial Networks","year":2024,"lang":"en","type":"article","venue":"Journal of Communications and Information Networks","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Memorial University of Newfoundland","funders":"","keywords":"Layer (electronics); Service (business); Computer science; Service layer; Telecommunications; Business; Materials science; Quality of service; Nanotechnology","authors":[{"name":"Qian Chen","is_ca":false},{"name":"Weixiao Meng","is_ca":false},{"name":"Shuai Han","is_ca":false},{"name":"Cheng Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02707161777588412,"gpt":0.26962787175693,"spread":0.2425562539810459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005088407,0.0001154512,0.0002310846,0.000740583,0.00009801891,0.0002419098,0.0005948489,0.0001416809,0.00001005072],"category_scores_gemma":[0.00001884824,0.0001032154,0.00008832004,0.001698181,0.00004618281,0.001599996,0.0001549581,0.0006794111,0.000003138592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006090861,"about_ca_system_score_gemma":0.00002773305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003940234,"about_ca_topic_score_gemma":0.0003054082,"domain_scores_codex":[0.9988788,0.00004252886,0.0008055449,0.00004138319,0.00009158356,0.0001401186],"domain_scores_gemma":[0.9989222,0.0001791814,0.0001664839,0.0005780001,0.0001104544,0.00004366593],"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":[0.000009177713,0.00002300617,0.00211705,0.0000213075,0.0002125584,8.104268e-7,0.000472631,0.9110348,0.000001821414,0.0003820421,0.001000997,0.08472377],"study_design_scores_gemma":[0.0002608918,0.00002210221,0.005638063,0.0001055689,0.00008652403,0.00001409056,0.0002034178,0.9596292,0.000001563952,0.00003441592,0.03390297,0.0001012406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08219638,0.01496689,0.8987535,0.001892038,0.0005091412,0.0002472597,0.000009131066,0.0002906458,0.001135028],"genre_scores_gemma":[0.972106,0.01118653,0.01650341,0.00006196472,0.00004248147,0.00001022099,0.00007737706,0.000008628014,0.000003406999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8899096,"threshold_uncertainty_score":0.4209003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}