{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":87,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":87,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"7081f37b14cf","filters":{"venue":"Telecommunication Systems"}},"results":[{"id":"W3015911510","doi":"10.1023/a:1023447105713","title":"Connectivity Based k-Hop Clustering in Wireless Networks","year":2003,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":176,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Node (physics); Cluster analysis; Wireless ad hoc network; Mobile ad hoc network; Cluster (spacecraft); Algorithm; Theoretical computer science; Topology (electrical circuits); Computer network; Artificial intelligence; Mathematics; Combinatorics; Wireless","retraction":null,"screen_n_in":null,"score":{"opus":0.02231112957223328,"gpt":0.2512801826526452,"spread":0.228969053080412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828183,0.000170728,0.0002978158,0.0001291826,0.0001446936,0.0002115528,0.001496651,0.0001373309,0.000008920279],"category_scores_gemma":[0.00005659477,0.0001845082,0.00005105522,0.0008197335,0.00003608172,0.000390093,0.0002092761,0.0003625961,0.00002918396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987271,"about_ca_system_score_gemma":0.00007887458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002232679,"about_ca_topic_score_gemma":0.0003907146,"domain_scores_codex":[0.9973475,0.001223329,0.0004925672,0.0003602133,0.0002003918,0.0003760257],"domain_scores_gemma":[0.9966977,0.000597503,0.0002276935,0.002304463,0.00008695541,0.00008573985],"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":[0.0000109665,0.0002636362,0.01392781,0.00006260701,0.00002256227,0.000009731722,0.0004434274,0.8098402,0.0002773695,0.1506677,0.0005809173,0.02389303],"study_design_scores_gemma":[0.0004574725,0.00002150497,0.001779689,0.00008890291,0.000001584842,0.00001438498,0.0000405784,0.9930007,0.00007648004,0.00007201241,0.00424111,0.0002056133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01804527,0.0007750483,0.9717287,0.0001315107,0.000507588,0.0005317816,3.683664e-7,0.0002718708,0.0080078],"genre_scores_gemma":[0.9939584,0.00004937573,0.005500231,0.000159708,0.00003445326,0.000219327,0.000004714273,0.0000188251,0.00005498136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9759131,"threshold_uncertainty_score":0.7524024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986033668","doi":"10.1007/s11235-009-9227-0","title":"TPGF: geographic routing in wireless multimedia sensor networks","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":172,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Computer science; Equal-cost multi-path routing; Multipath routing; Computer network; Geographic routing; Static routing; Shortest path problem; Link-state routing protocol; Routing (electronic design automation); Policy-based routing; Dynamic Source Routing; Greedy algorithm; Distributed computing; Routing protocol; Algorithm; Theoretical computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01403788573095848,"gpt":0.2399753375917632,"spread":0.2259374518608047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001190846,0.0002689456,0.0004040842,0.0003637892,0.000227864,0.000294571,0.002336328,0.0002308052,0.000002373728],"category_scores_gemma":[0.00004230183,0.0002789096,0.00009533467,0.001517333,0.00005935614,0.0003960935,0.0002394159,0.0005682928,0.00003267798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268719,"about_ca_system_score_gemma":0.00003397684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003265166,"about_ca_topic_score_gemma":0.00007635717,"domain_scores_codex":[0.9969887,0.0006794819,0.000808787,0.00051396,0.0003680764,0.0006410512],"domain_scores_gemma":[0.9965351,0.0004477565,0.0003798638,0.002351435,0.0001502191,0.0001356773],"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":[0.00001086329,0.0003066112,0.01259164,0.00001230675,0.00002257256,0.00001919829,0.0008980723,0.8732754,0.0006744936,0.04464371,0.0001821556,0.06736298],"study_design_scores_gemma":[0.0004323655,0.00003774378,0.01935693,0.0001487376,0.000003187709,0.00002467789,0.00008646538,0.9790426,0.00005517524,0.00002213327,0.0004855939,0.0003043088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2989187,0.002495218,0.68743,0.001421287,0.001170756,0.0009394724,0.000001316874,0.001357754,0.006265494],"genre_scores_gemma":[0.9865358,0.0003024793,0.01260123,0.0002514724,0.0001333266,0.00003595449,0.00002178987,0.00002074843,0.00009713404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6876172,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314484518","doi":"10.1007/s11235-016-0156-4","title":"ICT and renewable energy: a way forward to the next generation telecom base stations","year":2016,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Renewable energy; Information and Communications Technology; Computer science; Telecommunications; Efficient energy use; Environmental economics; Scope (computer science); Greenhouse gas; Business; Electrical engineering; Engineering; Economics; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.04285820960863718,"gpt":0.2275658737063299,"spread":0.1847076640976927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004172726,0.0001482982,0.0001444686,0.0001304677,0.0002204937,0.0001524692,0.00038978,0.00004975784,0.00003101245],"category_scores_gemma":[0.0000425823,0.0000997267,0.00002890199,0.0002698442,0.00002223624,0.0002649403,0.000114998,0.00005201164,0.00007833082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517515,"about_ca_system_score_gemma":0.00001264715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000914728,"about_ca_topic_score_gemma":0.002061196,"domain_scores_codex":[0.9989621,0.0001492741,0.0003329626,0.0001726254,0.0001633155,0.0002197313],"domain_scores_gemma":[0.9984954,0.0001640646,0.00005502975,0.001121105,0.00007495296,0.00008947239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006912754,0.0000319502,0.00033343,0.00004383855,0.0001503306,7.461561e-7,0.0006929835,0.6566541,0.03216483,0.008453637,0.2588273,0.04264],"study_design_scores_gemma":[0.0003023888,0.00003238805,0.0008987847,0.000055309,0.00002181133,0.000006367354,0.0002273101,0.194736,0.002699041,0.00005232702,0.8007253,0.0002430649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07514183,0.004413044,0.894425,0.00756887,0.001569059,0.001050385,0.00004373683,0.001138967,0.01464915],"genre_scores_gemma":[0.9944431,0.0008647159,0.00148051,0.0001787482,0.0002330889,0.0005306021,0.00003702245,0.00004389472,0.002188272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9193013,"threshold_uncertainty_score":0.4066737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W34444373","doi":"10.1023/a:1025890110119","title":"An Evaluation of Scenario Notations and Construction Approaches for Telecommunication Systems Development","year":2003,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.209195344853179,"gpt":0.346796174943816,"spread":0.1376008300906371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005296606,0.0001633887,0.0002831277,0.0002128565,0.0002999095,0.0001339394,0.0008010052,0.0001125108,6.103552e-7],"category_scores_gemma":[0.0008580082,0.0001713644,0.00002924936,0.0003546896,0.0000874883,0.0006905138,0.00007796478,0.0001257275,0.000001632068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069526,"about_ca_system_score_gemma":0.0002347949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002705404,"about_ca_topic_score_gemma":0.000009886147,"domain_scores_codex":[0.9970276,0.001471302,0.000667799,0.0003057408,0.000339708,0.0001878106],"domain_scores_gemma":[0.9961809,0.0009258206,0.0004898793,0.001647087,0.0006950139,0.0000613293],"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":[0.000006924041,0.0001294666,0.0006458557,0.000229097,0.00007431297,3.00676e-8,0.003960387,0.5417237,0.001437601,0.328323,0.00001381518,0.1234558],"study_design_scores_gemma":[0.00143617,0.0001568817,0.004783324,0.0002219119,0.00007325172,0.00007830757,0.004167267,0.9717495,0.005503572,0.006397,0.004800526,0.0006322401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02916698,0.00341772,0.9653514,0.00003853494,0.0002933173,0.00126346,0.000002944651,0.0002290101,0.0002366429],"genre_scores_gemma":[0.52868,0.00005115032,0.4707295,0.000002156563,0.00000752624,0.0004840725,0.00002750554,0.00001021038,0.000007816792],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4995131,"threshold_uncertainty_score":0.6988036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2512081383","doi":"10.1007/s11235-016-0216-9","title":"Towards the fulfillment of 5G network requirements: technologies and challenges","year":2016,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Key (lock); Low latency (capital markets); Telecommunications; Latency (audio); Energy consumption; Network architecture; The Internet; Computer network; Computer security; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.06635043406672611,"gpt":0.2584927991749046,"spread":0.1921423651081785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000447822,0.0001385514,0.0002219697,0.00007540167,0.0001067257,0.00001565657,0.001176224,0.0001168221,0.000003045412],"category_scores_gemma":[0.0001035712,0.00008227463,0.00002685308,0.0001927925,0.0002980561,0.0001595708,0.0003360042,0.0001291869,0.000008159355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007967476,"about_ca_system_score_gemma":0.000007817859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008495178,"about_ca_topic_score_gemma":0.00001413994,"domain_scores_codex":[0.999041,0.00009459184,0.0004142753,0.0001187721,0.0001401455,0.0001911848],"domain_scores_gemma":[0.9973208,0.0002904057,0.0001632728,0.002130159,0.0000810835,0.00001423246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004300244,0.00001926114,0.0002194209,0.0001393933,0.000094658,1.149665e-7,0.0003293258,0.002887344,0.0048793,0.09333176,0.0004592028,0.8976359],"study_design_scores_gemma":[0.002256603,0.0003570484,0.01322991,0.002873715,0.00007171265,0.00006012587,0.03607851,0.01068277,0.08144274,0.03756567,0.8137432,0.001637996],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04804371,0.799013,0.08644364,0.0284061,0.0006983736,0.002418062,0.00003393445,0.01012651,0.0248167],"genre_scores_gemma":[0.8230886,0.1748364,0.00180348,0.000004279462,0.000009850578,0.0002159759,0.000001516807,0.00001892407,0.00002098401],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8959979,"threshold_uncertainty_score":0.3355062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1486673646","doi":"10.1023/a:1019199013546","title":"MMPP models for multimedia traffic","year":2000,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Computer science; Queueing theory; Poisson distribution; Algorithm; Superposition principle; Markov process; Matching (statistics); Markov chain; Probability density function; Statistics; Computer network; Mathematics; Machine learning","retraction":null,"screen_n_in":null,"score":{"opus":0.03196300225267427,"gpt":0.2595972951370367,"spread":0.2276342928843624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006335225,0.000138157,0.0002297292,0.0001498929,0.0002704769,0.0001635624,0.0005915627,0.0000654629,0.0002387156],"category_scores_gemma":[0.00005542183,0.0001364935,0.0001029401,0.0003573386,0.00004099896,0.001011756,0.00004337882,0.00009277593,0.0006387958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003849369,"about_ca_system_score_gemma":0.000008071578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001158962,"about_ca_topic_score_gemma":0.00003364931,"domain_scores_codex":[0.9990479,0.00003563484,0.0003706297,0.0002031679,0.000130702,0.0002119755],"domain_scores_gemma":[0.998596,0.0001695292,0.0002036856,0.0008683485,0.0001512734,0.00001113129],"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":[0.000072884,0.0001135497,0.00002986376,0.0001307002,0.00007134312,3.427035e-7,0.0001878725,0.8512573,0.0001226129,0.03653676,0.002820957,0.1086559],"study_design_scores_gemma":[0.0003439154,0.000003147613,0.00001642479,0.00002978785,0.00004396957,8.761729e-7,0.0001723414,0.8257892,0.000005023514,0.002928142,0.1705076,0.0001595506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6673067,0.004914426,0.104277,0.003518711,0.001024032,0.005229959,0.00003704942,0.003670668,0.2100215],"genre_scores_gemma":[0.9942873,0.00004593858,0.001945328,0.0003205741,0.0004367687,0.0002475793,0.000136091,0.0000378246,0.002542618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269806,"threshold_uncertainty_score":0.821064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142892844","doi":"10.1007/s11235-009-9176-7","title":"Energy efficient virtual MIMO communication for wireless sensor networks","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadia University","funders":"","keywords":"MIMO; Computer science; Multi-user MIMO; 3G MIMO; Computer network; Wireless sensor network; Efficient energy use; Node (physics); Routing protocol; Wireless; Routing (electronic design automation); Telecommunications; Channel (broadcasting); Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01102598879541491,"gpt":0.2310675351924967,"spread":0.2200415463970818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004394895,0.0002445865,0.0003443641,0.0001441158,0.000256937,0.00009634176,0.0006399737,0.0001954503,0.000003714596],"category_scores_gemma":[0.00002337965,0.000271562,0.00008208169,0.0003439628,0.00003643386,0.0001646178,0.00003969542,0.0001734045,0.00001300248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247406,"about_ca_system_score_gemma":0.00001505096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003361557,"about_ca_topic_score_gemma":0.00001873545,"domain_scores_codex":[0.9984194,0.0001967156,0.0007079559,0.0002075094,0.0001405928,0.0003278332],"domain_scores_gemma":[0.9975966,0.0002885024,0.0002095278,0.0015809,0.0002356577,0.00008882478],"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":[0.00001168648,0.00003920089,0.000005899733,0.00002067266,0.00002295973,1.050429e-7,0.0001768695,0.969114,0.001454692,0.01523225,0.0006702031,0.01325147],"study_design_scores_gemma":[0.0003938212,0.00005471678,0.0000380078,0.0001090626,0.00001548728,0.00001072301,0.0003579912,0.9907162,0.0004624485,0.00005430382,0.007497179,0.0002900223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004457726,0.004032529,0.9869326,0.0001185057,0.0003511832,0.0007526135,0.00001287637,0.0008914947,0.00245046],"genre_scores_gemma":[0.9910234,0.000688484,0.007164888,0.00006000053,0.000131167,0.0003042469,0.0003272674,0.00006636322,0.0002342196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9865656,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039305231","doi":"10.1007/s11235-009-9228-z","title":"Modelling the energy cost of a fully operational wireless sensor network","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Wireless sensor network; Key distribution in wireless sensor networks; Energy consumption; Scope (computer science); Wireless; Computer network; Pipeline (software); Wireless network; Energy (signal processing); Real-time computing; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.02580144984821536,"gpt":0.2395102092235254,"spread":0.2137087593753101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007943139,0.0001755305,0.0002771231,0.00007121399,0.0003859812,0.0001980081,0.002241552,0.0001066135,0.00000295828],"category_scores_gemma":[0.00001028903,0.0001376579,0.00008252274,0.0007105899,0.00007177265,0.0002475055,0.0001811741,0.000205665,0.000009204298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006543395,"about_ca_system_score_gemma":0.00007613517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002993448,"about_ca_topic_score_gemma":0.00001307224,"domain_scores_codex":[0.9977487,0.0005677478,0.000641971,0.0002839686,0.0004274857,0.0003300754],"domain_scores_gemma":[0.9967851,0.0004158143,0.00037772,0.002015023,0.0003391058,0.00006722465],"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":[0.000003877512,0.00003779894,0.00001419958,0.00000231824,0.00001112526,4.02541e-7,0.0001684238,0.7280889,0.000164215,0.2681811,0.0005295509,0.002798069],"study_design_scores_gemma":[0.0001630433,0.0000361587,0.0000435514,0.00006483517,0.000005007936,0.0000227982,0.00004969222,0.9874967,0.0002341947,0.0001722262,0.01156147,0.0001503335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008074853,0.001653943,0.9850369,0.001437566,0.0003026062,0.0002499521,0.000001629452,0.0001632991,0.003079263],"genre_scores_gemma":[0.9818212,0.0002967616,0.0169451,0.000365803,0.0002022658,0.00004264117,0.00002102031,0.00001276129,0.0002924952],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9737463,"threshold_uncertainty_score":0.5613528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092868439","doi":"10.1007/s11235-008-9102-4","title":"Software agent-based directed diffusion in wireless sensor network","year":2008,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Acadia University","funders":"","keywords":"Computer science; Wireless sensor network; Computer network; Efficient energy use; Sensor node; Bandwidth (computing); Node (physics); Energy consumption; Distributed computing; Key distribution in wireless sensor networks; Mobile agent; Wireless; Wireless network; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.02400863825753082,"gpt":0.2325028920602731,"spread":0.2084942538027423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005909636,0.0002705928,0.0004203514,0.0002316475,0.0004392172,0.0001098554,0.002012473,0.0002001335,0.000006515296],"category_scores_gemma":[0.00006006124,0.0002741262,0.00009165471,0.001583122,0.00009476805,0.0002440054,0.0003701326,0.0003859643,0.00008003548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228388,"about_ca_system_score_gemma":0.00009921528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415377,"about_ca_topic_score_gemma":0.0001254485,"domain_scores_codex":[0.9967648,0.0009525132,0.0007168652,0.0005131106,0.0004736485,0.0005791045],"domain_scores_gemma":[0.9961632,0.0006365507,0.000355353,0.002522782,0.0001883945,0.0001337447],"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":[0.00002397167,0.0004014832,0.04419412,0.00004347181,0.00002129971,0.00005601616,0.0006954159,0.941677,0.0006823633,0.003635899,0.00261812,0.005950859],"study_design_scores_gemma":[0.0007404061,0.00003555427,0.02317918,0.000221469,0.000003353189,0.00004721608,0.00002814211,0.9691267,0.0001683918,0.00000978209,0.006050988,0.0003888219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5684885,0.001474744,0.4250011,0.0004002271,0.0009726636,0.0006399249,0.000002482963,0.00188324,0.001137221],"genre_scores_gemma":[0.9645072,0.0002491843,0.03440963,0.0001758843,0.0001132461,0.000102326,0.00005146101,0.00003671546,0.0003544106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3960187,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012403106","doi":"10.1007/s11235-008-9134-9","title":"A localized algorithm for bi-connectivity of connected mobile robots","year":2008,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Mobile ad hoc network; Robot; Network partition; Wireless ad hoc network; Mobile robot; Partition (number theory); Algorithm; Computer network; Fault tolerance; Topology (electrical circuits); Distributed computing; Wireless; Artificial intelligence; Network packet; Telecommunications; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04359173874023514,"gpt":0.2744469486338132,"spread":0.2308552098935781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006493735,0.0001509609,0.0004315165,0.0001045335,0.000243465,0.00004043835,0.001132002,0.0001217578,0.000006440914],"category_scores_gemma":[0.00001827774,0.0001451154,0.0001055916,0.0004221688,0.0001050717,0.000240306,0.0001864701,0.0001237051,0.0000137245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004795675,"about_ca_system_score_gemma":0.000147417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044734,"about_ca_topic_score_gemma":0.000005869413,"domain_scores_codex":[0.9983953,0.0002845609,0.0005757139,0.0002807855,0.0002160299,0.0002475709],"domain_scores_gemma":[0.9967875,0.0007746599,0.0003999885,0.001548686,0.0003920943,0.00009708999],"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":[0.00008693877,0.001300678,0.001083842,0.0002445522,0.0003353678,0.00001731055,0.004221274,0.006945646,0.00117442,0.04052916,0.01308777,0.9309731],"study_design_scores_gemma":[0.0008660689,0.000148381,0.0001377788,0.00004374155,0.000008763824,0.00008328782,0.00006856377,0.9870015,0.0002234019,0.0002085236,0.01103222,0.0001777981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007421084,0.001260515,0.988628,0.00005713024,0.0003184505,0.000915417,0.00001660055,0.0002199672,0.001162834],"genre_scores_gemma":[0.92142,0.0001722561,0.07766264,0.0000487549,0.00005367874,0.0003501434,0.00003624444,0.00001421656,0.0002420721],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9800558,"threshold_uncertainty_score":0.5917634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037713727","doi":"10.1007/s11235-013-9725-y","title":"Passive filterless core networks based on advanced modulation and electrical compensation technologies","year":2013,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Optical Network Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep regional de Lanaudiere; Ciena (Canada); CBC (Canada); McGill University; École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Network topology; Network architecture; Passive optical network; Compensation (psychology); Electronic engineering; Computer network; Wavelength-division multiplexing; Materials science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01429421857420325,"gpt":0.2204165597758954,"spread":0.2061223412016921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001045929,0.0001833658,0.000235172,0.0001661687,0.0001121969,0.00009682504,0.0003605145,0.0002627349,0.000006470026],"category_scores_gemma":[0.00008378833,0.0001729671,0.00002589529,0.0003876437,0.00009064751,0.0001867849,0.00006403863,0.000372364,0.00003689389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329848,"about_ca_system_score_gemma":0.000005244895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001344243,"about_ca_topic_score_gemma":0.000003653123,"domain_scores_codex":[0.9990373,0.00005190363,0.0003312601,0.0001851789,0.0001407508,0.0002535577],"domain_scores_gemma":[0.9985868,0.0003680561,0.00009009796,0.0008233975,0.00009906944,0.00003256178],"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":[0.000006446673,0.00002487831,0.001079524,0.00003030111,0.0000158293,3.265066e-7,0.00001963847,0.8066952,0.001036668,0.00807803,0.0007522911,0.1822609],"study_design_scores_gemma":[0.0002349598,0.00006670447,0.01137349,0.00007042824,0.000004924051,0.000002529986,0.0001268334,0.9868672,0.0001776296,0.0004923453,0.0003965216,0.0001864543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391154,0.002702544,0.1419637,0.001212236,0.0003817752,0.00258334,0.00000591524,0.009163126,0.002871964],"genre_scores_gemma":[0.9920018,0.0003074852,0.007129526,0.00002297252,0.00001934396,0.0004251656,0.00004932235,0.00003215,0.00001224033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1820744,"threshold_uncertainty_score":0.7053394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051305419","doi":"10.1007/s11235-009-9223-4","title":"Neural-based approach for localization of sensors in indoor environment","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Norleaf Networks (Canada); University of Ottawa","funders":"","keywords":"Computer science; Node (physics); Gradient descent; Artificial neural network; Received signal strength indication; Signal strength; Wireless sensor network; Algorithm; Position (finance); SIGNAL (programming language); Real-time computing; Transmitter; Wireless; Artificial intelligence; Computer network; Telecommunications; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.01718536148226756,"gpt":0.2235563385749642,"spread":0.2063709770926966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197665,0.0001062762,0.0001963589,0.000191965,0.00003542934,0.00001379747,0.0002549789,0.0001198901,0.000002982197],"category_scores_gemma":[0.00002663227,0.0001094558,0.00003747776,0.0002312384,0.00003019755,0.00006585221,0.00001046305,0.0000835149,0.000002401239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009068091,"about_ca_system_score_gemma":0.000007034805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001198724,"about_ca_topic_score_gemma":0.000001058712,"domain_scores_codex":[0.9991857,0.00005392717,0.0004178518,0.0001023708,0.000102053,0.000138072],"domain_scores_gemma":[0.9993023,0.00005447915,0.00008554404,0.000506564,0.00003366281,0.00001746862],"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":[0.000007052822,0.0000447253,0.0008883738,0.00008809789,0.000004414069,5.558933e-8,0.0001021613,0.9943187,0.0007404758,0.0009693484,0.0000907541,0.002745799],"study_design_scores_gemma":[0.0004499859,0.00004120481,0.0006014482,0.0000217148,0.000004744119,7.818828e-7,0.0002128544,0.9870227,0.009484986,0.0000438137,0.002003339,0.0001124155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02249326,0.0009124957,0.9737592,0.00005540732,0.00005424636,0.0009017027,0.00001067452,0.0003756128,0.00143738],"genre_scores_gemma":[0.9958646,0.00008557831,0.003765452,0.0000226513,0.000009732946,0.0001017525,0.0001166416,0.0000165075,0.00001713975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9733713,"threshold_uncertainty_score":0.4463477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030448615","doi":"10.1007/s11235-009-9259-5","title":"Reputation and trust management in heterogeneous peer-to-peer networks","year":2010,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Access Control and Trust","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reputation; Computer science; Peer-to-peer; Order (exchange); Service (business); Convergence (economics); Trust management (information system); Value (mathematics); Quality of service; Quality (philosophy); Computer security; Internet privacy; Computer network; Business; Machine learning","retraction":null,"screen_n_in":null,"score":{"opus":0.01918972680887801,"gpt":0.3170157698547243,"spread":0.2978260430458463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001670197,0.00007885015,0.0001329954,0.0001122294,0.0003141038,0.0002292363,0.0004075693,0.00009960851,0.00002762947],"category_scores_gemma":[0.0001108361,0.00008012867,0.00002026863,0.0002785866,0.00006734753,0.000173352,0.00009553575,0.0001901953,0.00003180049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005048436,"about_ca_system_score_gemma":0.00001653783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032518,"about_ca_topic_score_gemma":0.006358315,"domain_scores_codex":[0.9987941,0.0002351513,0.0002748799,0.000171782,0.0003190282,0.0002049927],"domain_scores_gemma":[0.9990769,0.00009945162,0.0001045457,0.0004544871,0.0001724174,0.00009221517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001199869,0.0003597261,0.107058,0.00008558721,0.0001702057,0.00002405465,0.03658513,0.02268014,0.0002280737,0.2751382,0.004218782,0.5533321],"study_design_scores_gemma":[0.001275378,0.00004747265,0.09783108,0.00006247642,0.00003536159,0.00001243659,0.009567486,0.04158568,0.00001256396,0.000954854,0.8480982,0.0005169891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8487054,0.0008633746,0.003458539,0.01082975,0.001153999,0.001946379,0.000004150968,0.0002299529,0.1328085],"genre_scores_gemma":[0.9960685,0.0001247893,0.0005194128,0.0001395285,0.0001260159,0.0001484948,0.00001407603,0.000009952476,0.002849262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8438795,"threshold_uncertainty_score":0.491577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W189013490","doi":"10.1023/a:1023434702987","title":"Estimating Hop Counts in Position Based Routing Schemes for Ad Hoc Networks","year":2003,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Indoor and Outdoor Localization Technologies","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 Ottawa","funders":"","keywords":"Computer science; Scalability; Hop (telecommunications); Node (physics); Computer network; Wireless ad hoc network; Compass; Greedy algorithm; Routing (electronic design automation); Global Positioning System; Algorithm; Telecommunications; Wireless","retraction":null,"screen_n_in":null,"score":{"opus":0.01583563883286808,"gpt":0.2457806424426581,"spread":0.22994500360979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003012324,0.00007569358,0.0001076433,0.0000825865,0.00006982992,0.00003848214,0.0001420089,0.00009761511,0.000008161948],"category_scores_gemma":[0.00009113671,0.00008315955,0.00002172749,0.0001911691,0.00001253944,0.00006624371,0.000008174726,0.0001017232,0.0000128041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009877983,"about_ca_system_score_gemma":0.00001179015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002494219,"about_ca_topic_score_gemma":0.000004064655,"domain_scores_codex":[0.9994646,0.00004064159,0.00023435,0.0000708687,0.00005408868,0.0001355033],"domain_scores_gemma":[0.9995041,0.00009384155,0.0000505539,0.0002919419,0.00004735678,0.00001218382],"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":[0.000005072192,0.00002610936,0.001267326,0.0001959663,0.00001975306,4.00536e-7,0.0001794392,0.9547175,0.0004194116,0.01618119,0.001442506,0.02554531],"study_design_scores_gemma":[0.0002227086,0.000007279252,0.00004901163,0.00009535391,0.000003184285,0.000001653053,0.0001258722,0.9838538,0.0006338882,0.00005673551,0.01485224,0.00009830041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007279091,0.004057823,0.9816628,0.0000294218,0.0003646536,0.000402009,0.000003735157,0.000645056,0.005555402],"genre_scores_gemma":[0.9841659,0.00006073767,0.01553436,0.00002011605,0.0000163406,0.0001082686,0.00004539865,0.0000206628,0.00002820692],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9768868,"threshold_uncertainty_score":0.3391148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986263636","doi":"10.1007/s11235-010-9410-3","title":"Adaptive pulse-shaped OFDM with application to in-home power line communications","year":2011,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Guard interval; Computer science; Orthogonal frequency-division multiplexing; Overhead (engineering); Guard (computer science); Power-line communication; Narrowband; Wideband; Electronic engineering; Channel (broadcasting); Telecommunications; Power (physics); Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03875840730126047,"gpt":0.2516759414928734,"spread":0.212917534191613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005381812,0.0002693991,0.0003555355,0.000414772,0.0001684245,0.00004661679,0.002312687,0.0001297041,0.00004445938],"category_scores_gemma":[0.00002156978,0.0002660933,0.00004869215,0.001144299,0.00009639178,0.0002981003,0.0003475681,0.0004453489,0.000342363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197178,"about_ca_system_score_gemma":0.00003861557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007850453,"about_ca_topic_score_gemma":0.001232281,"domain_scores_codex":[0.9982961,0.0002269237,0.0007096052,0.0002457687,0.000187645,0.0003339308],"domain_scores_gemma":[0.994178,0.0001628515,0.0001395301,0.005118548,0.000240123,0.0001609509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002333595,0.01242955,0.08688332,0.00100189,0.002703008,0.00002765996,0.1445549,0.1173878,0.08168662,0.3859582,0.01131913,0.1537142],"study_design_scores_gemma":[0.004612125,0.001417199,0.1709951,0.00115472,0.0001606891,0.0001196373,0.009201702,0.6483675,0.002116656,0.001322067,0.1566902,0.003842418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.288695,0.02374804,0.3460461,0.001884007,0.0006017415,0.009139319,0.0001932466,0.004105785,0.3255867],"genre_scores_gemma":[0.9806957,0.0006184372,0.01698052,0.00007328045,0.00001849818,0.001339759,0.000102153,0.00007996146,0.00009168538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6920007,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524685153","doi":"10.1023/a:1013330625017","title":"Call Blocking Performance Study for PCS Networks under More Realistic Mobility Assumptions","year":2002,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Computer science; Call blocking; Blocking (statistics); Handover; Variance (accounting); Base station; Call Admission Control; Exponential distribution; Channel (broadcasting); Wireless network; Computer network; Wireless; Telecommunications; Statistics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.1051125746453445,"gpt":0.333402672051051,"spread":0.2282900974057065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002247354,0.0002433659,0.0003701456,0.0001926355,0.001009926,0.0004749079,0.004649682,0.0001475925,0.00001378001],"category_scores_gemma":[0.0001144297,0.0002449107,0.00009468847,0.0009558762,0.0001254319,0.0005764667,0.001005973,0.0005648903,0.00005177646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211764,"about_ca_system_score_gemma":0.00004551137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429493,"about_ca_topic_score_gemma":0.0001197,"domain_scores_codex":[0.9965732,0.0009996874,0.0008405587,0.0005155994,0.0005237577,0.0005471961],"domain_scores_gemma":[0.9917524,0.001296795,0.0003508521,0.005846006,0.0005942712,0.0001596684],"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":[0.00002203855,0.002541921,0.01283725,0.0001608596,0.0002144162,0.000001300371,0.004715064,0.9067935,0.00004810786,0.01948606,0.009446608,0.04373284],"study_design_scores_gemma":[0.0005128645,0.0001157336,0.01679146,0.00005697438,0.00001268307,0.00001112146,0.0003638146,0.9779177,0.000003860367,0.00003343807,0.003931874,0.0002485047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09189668,0.003490766,0.894513,0.002272246,0.0004235241,0.004225719,0.00000894476,0.000850042,0.002319066],"genre_scores_gemma":[0.9920723,0.0006342984,0.004708353,0.00009002158,0.0001072626,0.001528569,0.00003557088,0.00003379081,0.000789805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9001756,"threshold_uncertainty_score":0.9987171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979114316","doi":"10.1007/s11235-009-9171-z","title":"Cross-layer resource allocation for real-time services in OFDM-based cognitive radio systems","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":23,"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; PHY; Quality of service; Physical layer; Orthogonal frequency-division multiplexing; Computer network; Cognitive radio; Network packet; Resource allocation; Telecommunications link; Throughput; Transmitter power output; Wireless; Channel (broadcasting); Transmitter; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.01425218832265736,"gpt":0.2697380619960559,"spread":0.2554858736733985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006032985,0.000243281,0.0003722941,0.0002238156,0.0001374946,0.0001595373,0.0004369344,0.0002021476,0.000005274749],"category_scores_gemma":[0.00002948273,0.0002803304,0.00005245121,0.0004949921,0.00002962013,0.0003707846,0.00001759919,0.0001704465,0.00003632163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321616,"about_ca_system_score_gemma":0.00002661068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009504677,"about_ca_topic_score_gemma":0.00002122752,"domain_scores_codex":[0.9982732,0.0002016517,0.0007334781,0.0002629019,0.0001958085,0.0003329471],"domain_scores_gemma":[0.9982612,0.0004236432,0.0002400524,0.0007513123,0.0002540678,0.00006968972],"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":[0.00005145757,0.00004141272,0.0003702747,0.0002129262,0.00001800461,3.483656e-7,0.0003368622,0.9945303,0.002371643,0.0003161903,0.0001359613,0.001614649],"study_design_scores_gemma":[0.001122354,0.00005207298,0.002546712,0.0005625741,0.00001532347,0.000003627747,0.000284376,0.9917897,0.0005582095,0.00001375163,0.002760211,0.0002910709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4377066,0.01016644,0.5231794,0.0003110869,0.0007001529,0.008373987,0.0001351596,0.003454705,0.01597242],"genre_scores_gemma":[0.9956536,0.0002460862,0.002204468,0.00003507808,0.0001284556,0.0005052955,0.000917326,0.00007053723,0.0002391819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5579469,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406514094","doi":"10.1007/s11235-024-01252-0","title":"Controller placement in software defined emerging networks: a review and future directions","year":2025,"lang":"en","type":"review","venue":"Telecommunication Systems","topic":"Software-Defined Networks and 5G","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":"St. Francis Xavier University","funders":"","keywords":"Computer science; Controller (irrigation); Software-defined networking; Software; Distributed computing; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02416473400855319,"gpt":0.302870662385678,"spread":0.2787059283771248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001343311,0.0005071874,0.002308522,0.0004063725,0.0002810298,0.0002444475,0.001724557,0.000339336,0.000009853781],"category_scores_gemma":[0.0001483873,0.0004324003,0.0002692061,0.002030145,0.00003024639,0.0002111306,0.000725792,0.0007273701,0.00001680034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414813,"about_ca_system_score_gemma":0.0002279881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008175251,"about_ca_topic_score_gemma":0.00004384432,"domain_scores_codex":[0.9961291,0.001186001,0.001403404,0.0006540631,0.0002153118,0.0004121091],"domain_scores_gemma":[0.9955738,0.001356025,0.0007516017,0.002081636,0.0001374622,0.00009946815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[9.837551e-7,0.00003661292,0.000008799219,0.01789295,0.0001027369,0.000001182282,0.00004692773,0.00008739595,9.151647e-10,0.002157741,0.007540715,0.9721239],"study_design_scores_gemma":[0.0002493847,0.00001517692,0.00000676614,0.0479431,0.0002757223,0.00003408547,0.00001170056,0.001731664,9.083801e-10,0.00001609994,0.9493646,0.0003516974],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.557927e-8,0.9591398,0.03644709,0.0004931495,0.0007110644,0.002377972,0.000009840185,0.0003609282,0.0004601658],"genre_scores_gemma":[0.000002043703,0.9937676,0.003067157,0.0003196558,0.0002080752,0.002012909,0.0001068614,0.0000325115,0.0004831554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9717723,"threshold_uncertainty_score":0.9998128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083928447","doi":"10.1007/s11235-010-9278-2","title":"Telecommunications network design with multiple technologies","year":2010,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":19,"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; Network planning and design; Telecommunications network; Multi-commodity flow problem; Set (abstract data type); Computer network; Channel (broadcasting); Network architecture; Transmission (telecommunications); Minimum-cost flow problem; Flow network; Mathematical optimization; Distributed computing; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.01832450444789481,"gpt":0.2287818548933289,"spread":0.2104573504454341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000364627,0.000248759,0.0002893216,0.0001199605,0.0003004927,0.00008937777,0.001636855,0.0002988396,0.000008293979],"category_scores_gemma":[0.0001818295,0.0002168681,0.00003507065,0.0007650462,0.0003155518,0.000237397,0.0002175165,0.001103795,0.00009436613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006006359,"about_ca_system_score_gemma":0.0000199423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000114395,"about_ca_topic_score_gemma":0.0001378837,"domain_scores_codex":[0.9987276,0.00007244547,0.0004001275,0.0001977065,0.0001494767,0.0004526303],"domain_scores_gemma":[0.9959893,0.0008026622,0.00009981797,0.00294157,0.0001192899,0.00004736003],"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":[0.00001282675,0.00004702218,0.001891463,0.00003169786,0.00008277008,0.000001311528,0.00006718084,0.9472449,0.005059236,0.01648341,0.003120976,0.02595714],"study_design_scores_gemma":[0.0008871304,0.0001601158,0.001708748,0.0001790079,0.00004839845,0.0001365013,0.001436076,0.7940969,0.003567728,0.003700088,0.1928304,0.001248941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02795198,0.00678731,0.9301166,0.0008611101,0.0005704829,0.001853833,0.000008726362,0.02240628,0.009443684],"genre_scores_gemma":[0.6338171,0.0006051812,0.3650243,0.000006716589,0.00003021468,0.0004232362,0.00001411293,0.00004890164,0.00003027672],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6058651,"threshold_uncertainty_score":0.8843622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2571084045","doi":"10.1007/s11235-016-0268-x","title":"Neighbor discovery and routing schemes for mobile ad-hoc networks with beamwidth adaptive smart antennas","year":2017,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Computer network; Neighbor Discovery Protocol; Beamwidth; Wireless ad hoc network; Node (physics); Distributed computing; Directional antenna; Topology control; Geographic routing; Throughput; Routing protocol; Adaptive quality of service multi-hop routing; Routing (electronic design automation); Dynamic Source Routing; Wireless; Wireless network; Telecommunications; The Internet; Key distribution in wireless sensor networks","retraction":null,"screen_n_in":null,"score":{"opus":0.02371227990902182,"gpt":0.2625323440612145,"spread":0.2388200641521927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008557087,0.0002510237,0.0003910827,0.00005575932,0.001165588,0.001504795,0.002369361,0.0001248582,9.185047e-7],"category_scores_gemma":[0.00004723402,0.0002114823,0.00006245085,0.000131116,0.0001829043,0.001759914,0.0008439482,0.0002652374,0.00000419784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007671567,"about_ca_system_score_gemma":0.00007333825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007527403,"about_ca_topic_score_gemma":0.0001414245,"domain_scores_codex":[0.9982517,0.0001631626,0.0004275716,0.0005144463,0.0002094393,0.0004336771],"domain_scores_gemma":[0.99507,0.0004577051,0.0007336367,0.003420315,0.0002042603,0.0001140929],"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":[0.0006581642,0.0005762054,0.04380875,0.0003349768,0.0008893177,0.00001710578,0.004824118,0.02218859,0.0004787606,0.2214223,0.003175433,0.7016263],"study_design_scores_gemma":[0.00108776,0.0004652294,0.004980304,0.0004203926,0.00002676687,0.00004114696,0.0004101406,0.9553578,0.00006096145,0.0001294032,0.03654946,0.0004705668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01795158,0.01291685,0.9656643,0.0002292554,0.0003373214,0.001723155,0.000007150565,0.0002146813,0.0009557516],"genre_scores_gemma":[0.9696859,0.0009867869,0.02766998,0.00006526252,0.0001344744,0.000925286,0.00001580885,0.00003568672,0.0004808805],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9517342,"threshold_uncertainty_score":0.9995317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043001543","doi":"10.1007/s11235-020-00688-4","title":"A cloud dynamic online double auction mechanism (DODAM) for sustainable pricing","year":2020,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":19,"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":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Cloud computing; Computer science; Double auction; Revenue; Cloud service provider; Service provider; Service (business); Environmental economics; Cloud computing security; Microeconomics; Business; Marketing; Common value auction; Finance; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.02543783138488809,"gpt":0.2736595947154679,"spread":0.2482217633305798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005521472,0.0001395352,0.0002375167,0.0001144882,0.000452293,0.0001463755,0.00171135,0.000162365,0.000002120826],"category_scores_gemma":[0.00005013154,0.0001461774,0.0000657108,0.0007278357,0.00003490422,0.0002911308,0.0004339719,0.0002421194,0.00002167922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377831,"about_ca_system_score_gemma":0.00007405041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355679,"about_ca_topic_score_gemma":0.00001994018,"domain_scores_codex":[0.9986811,0.00007949173,0.0004300596,0.0003719821,0.0001361485,0.0003011622],"domain_scores_gemma":[0.997827,0.00009694747,0.0002797195,0.001383582,0.0003323262,0.00008040949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001579176,0.0001008907,0.000009405206,0.000115974,0.00002370757,6.547272e-7,0.0008961332,0.0004858563,0.00110071,0.993776,0.0007029683,0.002771858],"study_design_scores_gemma":[0.0009528075,0.0001735341,0.00002632526,0.00002135063,0.00001378906,0.00002726988,0.001734774,0.9030761,0.001334923,0.01761408,0.07476145,0.0002635652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01430704,0.0006784995,0.9713792,0.01098288,0.000115965,0.001386719,0.000004421296,0.0009015995,0.0002437239],"genre_scores_gemma":[0.9679196,0.00007734629,0.03077735,0.0002663168,0.0000692278,0.0005340378,0.00003928476,0.00001707113,0.0002997431],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.976162,"threshold_uncertainty_score":0.5960943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146117534","doi":"10.1007/s11235-010-9299-x","title":"A Lyapunov-Krasovskii stability analysis for game-theoretic based power control in optical links","year":2010,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Optical Network Technologies","field":"Engineering","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 Toronto","funders":"","keywords":"Computer science; Control theory (sociology); SIGNAL (programming language); Stability (learning theory); Lyapunov function; Power control; Power (physics); Control (management); Nonlinear system; Physics; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01203046109093433,"gpt":0.2383898807670457,"spread":0.2263594196761113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001195245,0.000196238,0.000500065,0.0002791471,0.00004703017,0.00007783619,0.0007280605,0.0005125707,0.00006150282],"category_scores_gemma":[0.000456193,0.0001898563,0.0001569054,0.0008336358,0.0001890605,0.00008737545,0.00005141094,0.0008982485,0.00002364758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100275,"about_ca_system_score_gemma":0.00002434536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001869927,"about_ca_topic_score_gemma":0.0001390328,"domain_scores_codex":[0.998498,0.0001090768,0.0006298749,0.0002366722,0.0001558065,0.0003705591],"domain_scores_gemma":[0.996575,0.001360136,0.00007160165,0.001783905,0.0001336129,0.00007574334],"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":[0.0002535208,0.000904483,0.1149933,0.0006909482,0.001347833,0.000003924123,0.0008692559,0.554449,0.02517762,0.2946253,0.0004799664,0.006204852],"study_design_scores_gemma":[0.0007865597,0.00004462741,0.01017348,0.00002001358,0.00009779107,0.000001092319,0.0001477722,0.9859383,0.0004007852,0.0004828022,0.001664216,0.0002425286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7343571,0.0003981097,0.2588417,0.0006199904,0.0002945989,0.001405676,0.00003367413,0.001262548,0.00278664],"genre_scores_gemma":[0.9856707,0.00001406309,0.01382417,0.00003383661,0.00002455382,0.0003579684,0.00003226926,0.00003707675,0.000005370125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4314893,"threshold_uncertainty_score":0.7742113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036971530","doi":"10.1007/s11235-009-9246-x","title":"Developing wireless sensor network applications in a virtual environment","year":2010,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Communications Research Centre Canada; University of Alberta","funders":"Uniwersytet Warszawski; University of Alberta","keywords":"Emulation; Computer science; Wireless sensor network; Virtualization; Component (thermodynamics); Wireless ad hoc network; Wireless; Wireless network; Underlay; Distributed computing; Field (mathematics); Key distribution in wireless sensor networks; Computer network; Embedded system; Operating system; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.01665370197306319,"gpt":0.2387184178461836,"spread":0.2220647158731204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008037586,0.0002053638,0.0002689468,0.0001437478,0.000285099,0.0001844925,0.00210667,0.0001750638,0.000005648364],"category_scores_gemma":[0.00001316413,0.0002112239,0.00004880215,0.0007098354,0.00008041375,0.0002435087,0.0005078234,0.0005406864,0.0001184099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508543,"about_ca_system_score_gemma":0.00007104708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024795,"about_ca_topic_score_gemma":0.0001313717,"domain_scores_codex":[0.9979242,0.0002946971,0.0006001555,0.0004392446,0.0002988107,0.0004428648],"domain_scores_gemma":[0.9968102,0.0004167523,0.0002699595,0.002347162,0.0000591682,0.00009676983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002284589,0.0001039211,0.003200019,0.00001091976,0.00001430211,0.000001681302,0.0004612697,0.356886,0.001672387,0.6269035,0.0001102711,0.01063335],"study_design_scores_gemma":[0.0005119003,0.00003298519,0.00685764,0.00009515521,0.000005864213,0.00004012874,0.0003185745,0.8615607,0.0005227099,0.0003544682,0.1289985,0.0007013771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1136373,0.0002793994,0.8825918,0.0005870083,0.0004490302,0.0006239499,0.000001154659,0.0003104222,0.00151992],"genre_scores_gemma":[0.942759,0.0001415657,0.05625402,0.00008401381,0.0001551776,0.0003735407,0.00002494528,0.00002399958,0.0001837434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8291217,"threshold_uncertainty_score":0.8613461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163159606","doi":"10.1023/a:1026118914566","title":"Rendezvous Point Relocation in Protocol Independent Multicast-Sparse Mode","year":2003,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Computer science; Multicast; Rendezvous; Protocol Independent Multicast; Computer network; Distance Vector Multicast Routing Protocol; Distributed computing; Pragmatic General Multicast; Source-specific multicast; Xcast; Implementation; Relocation; IP multicast; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.0292030369908016,"gpt":0.3070765954649003,"spread":0.2778735584740987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486228,0.0001988203,0.0003037974,0.0001828601,0.0001427432,0.0002614672,0.00137812,0.0001442921,0.000007309829],"category_scores_gemma":[0.0001347678,0.0001933655,0.00005337089,0.0007012381,0.00003101158,0.0006344082,0.0001473932,0.0003021761,0.0001507482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934976,"about_ca_system_score_gemma":0.0001396865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006589029,"about_ca_topic_score_gemma":0.000167539,"domain_scores_codex":[0.997092,0.0008332038,0.0008921586,0.0004333009,0.0004009611,0.0003483544],"domain_scores_gemma":[0.9968895,0.0001012288,0.0003810922,0.002305129,0.0002175499,0.0001054821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006593815,0.002029337,0.008266799,0.0005334499,0.0000775043,0.00003553387,0.008491004,0.0452399,0.003905556,0.8948225,0.004629762,0.03190275],"study_design_scores_gemma":[0.004737908,0.0001756748,0.009433272,0.0006409917,0.00000735615,0.0002794483,0.001184139,0.7433493,0.001617513,0.001778276,0.2356816,0.001114571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006362566,0.0004125395,0.8853221,0.0007853649,0.0006735142,0.07241356,0.00001392778,0.0006472925,0.03336915],"genre_scores_gemma":[0.9448081,0.000007649143,0.005993223,0.00004747004,0.00001915496,0.04877719,0.00001210073,0.00001594014,0.0003191665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9384456,"threshold_uncertainty_score":0.7885216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036541283","doi":"10.1007/s11235-006-5523-0","title":"Practical Integrated Design Strategies for Opaque and All-Optical DWDM Networks: Optimization Models and Solution Procedures","year":2006,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"Office of Naval Research","keywords":"Wavelength-division multiplexing; Computer science; Traverse; Network planning and design; Opacity; Optical amplifier; Routing (electronic design automation); Electronic engineering; Computer network; Optics; Wavelength; Engineering; Materials science; Optoelectronics","retraction":null,"screen_n_in":null,"score":{"opus":0.04383239515587312,"gpt":0.2806273137697199,"spread":0.2367949186138468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003127594,0.0001928501,0.000233763,0.00007811008,0.0001269292,0.0002119486,0.0001589883,0.0002468152,7.751585e-7],"category_scores_gemma":[0.0001081164,0.0001834693,0.00001872232,0.0001706996,0.0001455182,0.0006692712,0.00006173749,0.0002387762,7.115344e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008584582,"about_ca_system_score_gemma":0.0000343748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002193143,"about_ca_topic_score_gemma":0.00002604024,"domain_scores_codex":[0.9989645,0.00007345353,0.000386904,0.0002030365,0.00009239981,0.0002797127],"domain_scores_gemma":[0.998904,0.0005065791,0.00007593258,0.0003378221,0.0001281023,0.00004754197],"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":[0.00002012223,0.00001799138,0.000006464628,0.00006565022,0.00002378491,2.719946e-7,0.00002330242,0.9065005,0.0002726242,0.09159424,0.000780779,0.000694246],"study_design_scores_gemma":[0.0002229768,0.0000568538,0.00001549339,0.00006750752,0.00003060299,0.00003553437,0.000353943,0.9931521,0.00006590027,0.005477612,0.0003231302,0.000198388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001300658,0.003155092,0.9929031,0.0002678238,0.00005597483,0.0008818178,0.000003008605,0.0009234155,0.0005091097],"genre_scores_gemma":[0.6104213,0.00109758,0.388077,0.000008174448,0.00003538764,0.0002722777,0.00004888686,0.00002870276,0.00001071268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6091207,"threshold_uncertainty_score":0.748166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2760547342","doi":"10.1007/s11235-017-0395-z","title":"An auto-learning approach for network intrusion detection","year":2017,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Network Security and Intrusion Detection","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":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; Intrusion detection system; Artificial intelligence; Machine learning","retraction":null,"screen_n_in":null,"score":{"opus":0.02971858336298528,"gpt":0.2788715146791382,"spread":0.249152931316153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001750605,0.0001465644,0.0002081055,0.00007964258,0.003225261,0.00116043,0.002395287,0.0001705652,0.000003155152],"category_scores_gemma":[0.00009961971,0.0001474485,0.0000728835,0.0001615803,0.00005153818,0.001407508,0.0003607667,0.0003186515,0.00001662014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008290984,"about_ca_system_score_gemma":0.00002882641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002100201,"about_ca_topic_score_gemma":0.00003555703,"domain_scores_codex":[0.9983361,0.0004312558,0.0003671133,0.0003714465,0.0001999524,0.0002941146],"domain_scores_gemma":[0.9963601,0.00009803526,0.0005774259,0.002669264,0.0002010654,0.00009410732],"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":[0.00009762805,0.0002733491,0.0009090328,0.0001331201,0.00006450254,5.42938e-7,0.001603312,0.1233612,0.011445,0.07209105,0.00119195,0.7888294],"study_design_scores_gemma":[0.0002749361,0.0001961319,0.001423988,0.00002627001,0.000005716406,0.00001295767,0.00004729791,0.9528068,0.0004376043,0.0005993517,0.04398889,0.0001800573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01011809,0.0002963171,0.9843622,0.0001213501,0.0009398725,0.0006026649,5.620715e-7,0.0004889155,0.003069983],"genre_scores_gemma":[0.9643858,0.0001085692,0.03434123,0.00003239997,0.0006955,0.0002391648,0.00002132901,0.00001778908,0.0001582123],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9542677,"threshold_uncertainty_score":0.9998764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969700711","doi":"10.1007/s11235-008-9101-5","title":"Grid job scheduling using Route with Genetic Algorithm support","year":2008,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Distributed and Parallel Computing Systems","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":"St. Francis Xavier University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Computer science; Genetic algorithm; Grid; Scheduling (production processes); Distributed computing; Algorithm; Mathematical optimization; Machine learning","retraction":null,"screen_n_in":null,"score":{"opus":0.04215566059826392,"gpt":0.2588443079295116,"spread":0.2166886473312477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005350464,0.0002328754,0.0003534491,0.0001407035,0.0005729841,0.0002569319,0.00201476,0.0000965175,0.000004354806],"category_scores_gemma":[0.00001301007,0.0002095921,0.00006783,0.00067117,0.00007484759,0.000395305,0.0003094658,0.0002380655,0.000119816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344194,"about_ca_system_score_gemma":0.0002755682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005925655,"about_ca_topic_score_gemma":0.000005364961,"domain_scores_codex":[0.9977843,0.0003514859,0.0006047486,0.0004089306,0.0004418437,0.0004086894],"domain_scores_gemma":[0.9971011,0.0001017204,0.0003794621,0.002000486,0.000274062,0.0001432089],"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":[0.00002727142,0.0004829219,0.07070435,0.0003033398,0.0005229905,0.000325143,0.009422169,0.8744719,0.001042268,0.008809945,0.004222817,0.02966487],"study_design_scores_gemma":[0.0005448482,0.0001093691,0.00752418,0.0001436632,0.0000124027,0.002538316,0.0001078242,0.9687217,0.00004657208,0.00001724561,0.01979458,0.0004392474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07511117,0.0008938618,0.9207615,0.00008166845,0.0005757028,0.0003471162,0.000009397504,0.0004345134,0.001785088],"genre_scores_gemma":[0.7702487,0.00004373614,0.2291715,0.00004668736,0.0001944968,0.00002368458,0.0000304216,0.00002016676,0.0002205443],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6951376,"threshold_uncertainty_score":0.8546919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060335015","doi":"10.1007/s11235-013-9744-8","title":"Applying control theoretic approach to mitigate SIP overload","year":2013,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Australian Government","keywords":"Retransmission; Computer science; Server; Computer network; Session Initiation Protocol; Upstream (networking); Distributed computing","retraction":null,"screen_n_in":null,"score":{"opus":0.009430546678706114,"gpt":0.2018993082853096,"spread":0.1924687616066035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002865412,0.0001429969,0.0002095952,0.00008510743,0.000127974,0.0001315102,0.0006005821,0.00008716856,0.00002548227],"category_scores_gemma":[0.00002904397,0.0001309753,0.00004480885,0.0002284947,0.00004797774,0.0001664529,0.00004828225,0.0001993473,0.0008298162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131618,"about_ca_system_score_gemma":0.000009009261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452088,"about_ca_topic_score_gemma":0.00000328889,"domain_scores_codex":[0.998988,0.0001270833,0.0003088749,0.0001463189,0.0001661816,0.0002635878],"domain_scores_gemma":[0.9987661,0.0001343565,0.00004212825,0.0008653059,0.00006752091,0.0001245979],"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":[0.00001939332,0.000270431,0.00279142,0.001148867,0.0002747016,0.000001272245,0.008523553,0.8125642,0.05088845,0.07838676,0.02784327,0.01728766],"study_design_scores_gemma":[0.0007311102,0.00003760103,0.004755741,0.0001615859,0.00002295636,0.00003549192,0.00191167,0.9298875,0.0008891793,0.0003730202,0.06057156,0.0006226217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5573758,0.01003152,0.147211,0.0005777732,0.001726682,0.01050453,0.00002961367,0.002630723,0.2699123],"genre_scores_gemma":[0.9967824,0.00008208967,0.0005621266,0.0001144599,0.00009204497,0.002207593,0.00001156489,0.00002781058,0.000119909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4394065,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035643157","doi":"10.1007/s11235-011-9540-2","title":"Framework for MIMO cross-layer secure communication based on STBC","year":2011,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":11,"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; Physical layer; Computer network; MIMO; Space–time block code; Communication source; Wireless; Channel (broadcasting); Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.07330059585761008,"gpt":0.3183980370406202,"spread":0.2450974411830101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001035544,0.0003257343,0.0003859309,0.0002599496,0.0003607211,0.0001650429,0.002405461,0.0004145308,0.00008870555],"category_scores_gemma":[0.0001614993,0.0003594094,0.0001474949,0.0003861118,0.0001365213,0.0003085367,0.0001493255,0.0006771414,0.0001151995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245116,"about_ca_system_score_gemma":0.00003655278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001004295,"about_ca_topic_score_gemma":0.00002676404,"domain_scores_codex":[0.9979489,0.0003762128,0.0007914342,0.0002570153,0.0002710266,0.0003553759],"domain_scores_gemma":[0.9931345,0.000911022,0.0002631952,0.005214963,0.0003633609,0.000112975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003468667,0.001395881,0.005783518,0.001360241,0.0004020252,0.000001318615,0.01195269,0.03425526,0.002565491,0.9011402,0.02673026,0.01406622],"study_design_scores_gemma":[0.001921486,0.0003799748,0.007981885,0.001543498,0.0000830374,0.00001239501,0.0009362316,0.6793838,0.02587628,0.02121835,0.2586685,0.001994569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04244114,0.009198665,0.8350788,0.0007422373,0.0007878991,0.005316354,0.0002129933,0.008467277,0.09775468],"genre_scores_gemma":[0.8909954,0.0005768765,0.1063002,0.0001709679,0.00004478061,0.001520579,0.0002082398,0.000123807,0.00005916592],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8799219,"threshold_uncertainty_score":0.9998858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W614394594","doi":"10.1007/s11235-015-0050-5","title":"Survey of WDM network reconfiguration: topology migrations and their impact on service disruptions","year":2015,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shared Services Canada","funders":"","keywords":"Control reconfiguration; Computer science; Computer network; Network topology; Topology (electrical circuits); Service (business); Wavelength-division multiplexing; Distributed computing; Telecommunications; Embedded system; Electrical engineering; Optoelectronics; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.05611650200315641,"gpt":0.298282583543695,"spread":0.2421660815405386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347785,0.0001437669,0.0002630308,0.00006428573,0.00007341427,0.00002540835,0.0002792605,0.0001298628,0.0000060723],"category_scores_gemma":[0.0001256333,0.0001128679,0.00002382639,0.0004780902,0.00007200464,0.0001215543,0.00005064447,0.000189695,0.0000191708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008009752,"about_ca_system_score_gemma":0.00002217816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003786439,"about_ca_topic_score_gemma":0.001200194,"domain_scores_codex":[0.9991143,0.0001821919,0.000359949,0.0001077824,0.00006323157,0.0001725314],"domain_scores_gemma":[0.9982699,0.000570748,0.00009166571,0.0007776081,0.0002238584,0.00006627862],"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":[0.00002243856,0.00003905152,0.006596927,0.00003611933,0.0000945591,1.607761e-7,0.0005600514,0.9741287,0.0002190021,0.007820942,0.004217362,0.006264751],"study_design_scores_gemma":[0.0007038179,0.0003779516,0.1546552,0.0001922119,0.00002391244,0.00003818299,0.002224879,0.8293692,0.0002018553,0.002742258,0.008872692,0.0005977812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159708,0.01576106,0.05391408,0.001264794,0.0007087353,0.001086045,0.0001595252,0.001510054,0.009624919],"genre_scores_gemma":[0.9976607,0.0003651025,0.001682554,0.00001956528,0.00003913741,0.00006039933,0.0001298798,0.0000199177,0.00002277204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480583,"threshold_uncertainty_score":0.460262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139079053","doi":"10.1007/s11235-009-9201-x","title":"A new structure-preserving method of sampling for predicting self-similar traffic","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Autoregressive integrated moving average; Sampling (signal processing); Internet traffic; Data mining; Self-similarity; Systematic sampling; Stratified sampling; Bandwidth (computing); Traffic generation model; Real-time computing; The Internet; Time series; Statistics; Machine learning; Computer network; Telecommunications; Detector; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02779606981809545,"gpt":0.29910364441144,"spread":0.2713075745933445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009205797,0.0001494132,0.000322622,0.0001088649,0.0001908967,0.0001362487,0.001780004,0.0001014409,0.000004048807],"category_scores_gemma":[0.00008413305,0.0001469265,0.0000940266,0.0003718633,0.000007453571,0.0003192001,0.00009821857,0.0001600272,0.000001412005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004843081,"about_ca_system_score_gemma":0.0001258106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002510835,"about_ca_topic_score_gemma":0.00001049138,"domain_scores_codex":[0.9983956,0.0002682701,0.000583337,0.0002793437,0.0002203972,0.0002530601],"domain_scores_gemma":[0.9972714,0.0007095069,0.0004021881,0.001306986,0.0002126095,0.00009733796],"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":[0.00001766097,0.0000478958,0.00007755565,0.00006069975,0.00007519888,1.682371e-7,0.002057899,0.1470444,0.001468107,0.04072522,0.001129708,0.8072955],"study_design_scores_gemma":[0.000623897,0.00009859174,0.0002949795,0.00009068241,0.00002356015,0.00001573986,0.0001015438,0.9896876,0.000148075,0.0007451542,0.008017047,0.0001531238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00422985,0.001573491,0.9914767,0.001023266,0.000251235,0.00064325,0.000004076257,0.000452919,0.0003452069],"genre_scores_gemma":[0.5840967,0.00002011776,0.4156321,0.00006427815,0.0001166517,0.00001608577,0.000005560633,0.000006960741,0.00004154894],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8426432,"threshold_uncertainty_score":0.5991488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1574322650","doi":"10.1023/a:1016672623865","title":"Optimizing the Number of Robots for Web Search Engines","year":2001,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Independent and identically distributed random variables; Queueing theory; Queue; Robot; Exponential distribution; Distributed computing; Random variable; Computer network; Mathematics; Artificial intelligence; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.04113889129523763,"gpt":0.3025665715157439,"spread":0.2614276802205063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177122,0.00009813261,0.0001948077,0.0001021828,0.0002525813,0.0001027247,0.0006730184,0.00004010304,0.00005448869],"category_scores_gemma":[0.0001341743,0.00007465574,0.00008887873,0.0005408135,0.00005507905,0.0004324368,0.0001482583,0.00009260209,0.0000884497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002368782,"about_ca_system_score_gemma":0.00001053792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009645,"about_ca_topic_score_gemma":0.00002349085,"domain_scores_codex":[0.9991788,0.000055465,0.0003349013,0.0001213316,0.000142351,0.0001671541],"domain_scores_gemma":[0.998224,0.000345756,0.0002667691,0.0008371688,0.0003206735,0.000005676712],"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":[0.0001610296,0.0002090693,0.01533714,0.0006321905,0.0003428669,9.692297e-7,0.0006580083,0.5358729,0.008893417,0.4255248,0.00212412,0.01024349],"study_design_scores_gemma":[0.0009336463,0.000007553063,0.0008914808,0.0002272956,0.000192449,0.00001415718,0.003717758,0.7460606,0.0002616848,0.003405682,0.2438627,0.0004250378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7695522,0.002733784,0.1409624,0.005428164,0.0006878231,0.002503382,0.000008974931,0.0006786414,0.07744467],"genre_scores_gemma":[0.9968374,0.0000572032,0.001885549,0.000111199,0.0002975687,0.00009931411,0.00002679597,0.00002398592,0.0006610269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4221191,"threshold_uncertainty_score":0.3044373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100906340","doi":"10.1007/s11235-010-9373-4","title":"CAPEX/OPEX effective optical wide area network design","year":2010,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Concordia University; Group for Research in Decision Analysis; Université de Montréal","funders":"","keywords":"Dimensioning; Computer science; Network planning and design; Provisioning; Operating expense; Heuristic; Computer network; Rounding; Focus (optics)","retraction":null,"screen_n_in":null,"score":{"opus":0.01509002225721504,"gpt":0.2317544946181752,"spread":0.2166644723609601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006224717,0.0002249811,0.0003160276,0.00006370553,0.0001439056,0.00007120103,0.0007822108,0.0002862809,0.00002026316],"category_scores_gemma":[0.0003646949,0.0002159335,0.00005161893,0.0003782198,0.000152321,0.0001720335,0.000145685,0.0009102217,0.0002040491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039619,"about_ca_system_score_gemma":0.00001277937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007358381,"about_ca_topic_score_gemma":0.00002131622,"domain_scores_codex":[0.9986562,0.0001030798,0.0003750859,0.0001972478,0.000152773,0.0005155828],"domain_scores_gemma":[0.9968415,0.001486226,0.00006252909,0.001413218,0.00008512798,0.0001113436],"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":[0.00001627694,0.00003525634,0.0008748633,0.00004648879,0.00008866159,0.000003879016,0.00007808813,0.9426096,0.007260806,0.01934652,0.005609003,0.02403057],"study_design_scores_gemma":[0.0008269029,0.0001753646,0.006386171,0.0002411666,0.00006491372,0.0000926941,0.0002602905,0.8755938,0.004374034,0.005183324,0.1055436,0.001257735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0397196,0.002287402,0.9343949,0.0001945507,0.001159193,0.001536014,0.000002583501,0.003929566,0.01677619],"genre_scores_gemma":[0.8641061,0.0001658962,0.13505,0.00002283778,0.000114873,0.0004237952,0.00001017713,0.00005477488,0.00005157646],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8243864,"threshold_uncertainty_score":0.8805512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971063377","doi":"10.1007/s11235-014-9939-7","title":"A hybrid approach for cost-effective media streaming based on prediction of demand in community networks","year":2014,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":10,"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; Community network; The Internet; Computer network; Content delivery network; Server; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.0302040441044305,"gpt":0.2450637125984335,"spread":0.214859668494003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002857208,0.0001154071,0.000259223,0.0001736064,0.000183325,0.0000596027,0.0009435202,0.00006366977,1.820171e-7],"category_scores_gemma":[0.0002113892,0.0001126422,0.0000630474,0.0001987017,0.00003613881,0.0001606163,0.0001112999,0.0003277446,7.269522e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035351,"about_ca_system_score_gemma":0.00002102445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005443025,"about_ca_topic_score_gemma":0.00003412951,"domain_scores_codex":[0.9975117,0.001620724,0.0003738832,0.0001709916,0.0001617059,0.0001609804],"domain_scores_gemma":[0.9959822,0.002233104,0.0002446631,0.001366653,0.0001309482,0.00004246232],"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":[0.0001374771,0.001012275,0.009991726,0.0002879495,0.00004974009,2.292591e-7,0.00199668,0.8499938,0.000618509,0.009769602,0.0003518057,0.1257902],"study_design_scores_gemma":[0.0008445375,0.0001658171,0.007443048,0.0001547838,0.000006380237,0.000002210271,0.0001311674,0.9908379,0.0000998745,0.00005597791,0.0001746154,0.00008363058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05610498,0.0001479285,0.9410849,0.00003072924,0.0001526127,0.001388387,0.00001218242,0.00009726926,0.0009810176],"genre_scores_gemma":[0.9965814,0.00001073539,0.002390201,0.00005327803,0.00003759445,0.0007942916,0.0001171845,0.000009650244,0.000005675581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9404764,"threshold_uncertainty_score":0.4593415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064074744","doi":"10.1007/s11235-009-9146-0","title":"Computationally efficient method for analyzing guard channel schemes","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Guard (computer science); Channel (broadcasting); Markov chain; Call Admission Control; Computation; Quality of service; Wireless; Markov model; Computer network; Mathematical optimization; Wireless network; Algorithm; Telecommunications; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04590116726333987,"gpt":0.3586527827031469,"spread":0.3127516154398071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002685997,0.0001950945,0.000335716,0.0003288695,0.0005578368,0.000465712,0.004012023,0.0001086443,0.000002881505],"category_scores_gemma":[0.000153392,0.0001978779,0.0001297762,0.001006511,0.00004055529,0.0003056852,0.0004284344,0.0002895697,0.0000450895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706154,"about_ca_system_score_gemma":0.0001391139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000279483,"about_ca_topic_score_gemma":0.000003451483,"domain_scores_codex":[0.9972274,0.0007728785,0.0006828902,0.0004160104,0.0004778312,0.0004229831],"domain_scores_gemma":[0.9947135,0.001256408,0.0003630877,0.00276113,0.000774031,0.0001318663],"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":[0.00001974017,0.0003013264,0.00004751432,0.0000464646,0.00006260814,5.638654e-7,0.0012487,0.4508013,0.001373229,0.4320818,0.003092469,0.1109243],"study_design_scores_gemma":[0.0004195095,0.00006689333,0.001073924,0.00005898318,0.000005155087,0.00001191698,0.00006555861,0.9814481,0.0002111273,0.001370816,0.01505218,0.0002158435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009184309,0.002462856,0.9882383,0.00566306,0.0001232412,0.0009165964,0.00000407078,0.0003907336,0.001282651],"genre_scores_gemma":[0.6832115,0.00008444954,0.3160398,0.0002032854,0.00006891914,0.000182343,0.00005041845,0.00001321622,0.0001460361],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6822931,"threshold_uncertainty_score":0.8069226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412354176","doi":"10.1007/s11235-025-01326-7","title":"AI-enhanced IoT sensors for real-time crop monitoring: an era towards self-monitored agriculture","year":2025,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Ste. Anne's Hospital","funders":"","keywords":"Computer science; Internet of Things; Agriculture; Precision agriculture; Real-time computing; Data science; Agricultural engineering; Embedded system","retraction":null,"screen_n_in":null,"score":{"opus":0.01750126962738769,"gpt":0.2734536762787722,"spread":0.2559524066513845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004032326,0.0002797712,0.0003934924,0.00002838416,0.0006392644,0.000290199,0.0008834053,0.0003011215,0.00001995712],"category_scores_gemma":[0.0000343399,0.0001098975,0.0001606906,0.000684828,0.00003388078,0.0002015228,0.0001080685,0.0002440831,0.00005542167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210156,"about_ca_system_score_gemma":0.00002874082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008469089,"about_ca_topic_score_gemma":0.00006958907,"domain_scores_codex":[0.998163,0.0003029898,0.0005016274,0.0004194913,0.0002329735,0.0003798661],"domain_scores_gemma":[0.998535,0.000236486,0.0002220998,0.0003636695,0.0005140786,0.0001286814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005152072,0.000331319,0.001659501,0.00004928259,0.0001090038,5.233198e-7,0.0005269654,0.000128995,0.9686305,0.0005482063,0.01573619,0.01222802],"study_design_scores_gemma":[0.001157019,0.0007850326,0.3248425,0.0004097983,0.0001921007,0.00001706451,0.005155823,0.001108586,0.1201397,0.0002391588,0.5446085,0.001344639],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989339,0.000519299,0.00001656556,0.002492416,0.000641287,0.001166966,0.00004961156,0.0006598631,0.005114979],"genre_scores_gemma":[0.9930406,0.0002360882,0.0007204118,0.0001100516,0.001076273,0.0003718963,0.0003710237,0.000003083677,0.004070566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8484908,"threshold_uncertainty_score":0.491677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057140658","doi":"10.1007/s11235-013-9825-8","title":"Robust FIPP p-cycles against dual link failures","year":2013,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Concordia University","funders":"","keywords":"Computer science; Column generation; Heuristics; Scalability; Bandwidth (computing); Mathematical optimization; Dual (grammatical number); Path (computing); Mathematics; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.0245835014182198,"gpt":0.2238562799563675,"spread":0.1992727785381477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199819,0.0001761451,0.0002254529,0.00008972325,0.0001066918,0.0001097666,0.0005708663,0.0001821578,0.00003439045],"category_scores_gemma":[0.00006766553,0.000168625,0.00004252636,0.0002446549,0.00008828325,0.0002997228,0.000144492,0.000348243,0.0006940194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008990057,"about_ca_system_score_gemma":0.000005997521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000449542,"about_ca_topic_score_gemma":0.00001626546,"domain_scores_codex":[0.9989871,0.00005002268,0.0003863676,0.0001453776,0.0001311568,0.0002999814],"domain_scores_gemma":[0.9984445,0.0001979194,0.00006205695,0.001153104,0.00008277302,0.00005966312],"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":[0.000001669735,0.00002549021,0.0004013293,0.0001111383,0.00007564967,0.000001510223,0.0001722269,0.8814135,0.003833442,0.008061542,0.01589563,0.0900069],"study_design_scores_gemma":[0.0004718236,0.00004490846,0.003932918,0.0002347017,0.00001592606,0.00002120163,0.001566341,0.7948382,0.0008862906,0.001325662,0.1957932,0.0008687986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6622718,0.03971986,0.1389223,0.007606899,0.002065361,0.004511226,0.00003289054,0.02608147,0.1187882],"genre_scores_gemma":[0.9684675,0.00100727,0.02982388,0.00003162945,0.000116594,0.0002936722,0.00003246309,0.00004924897,0.0001777393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3061957,"threshold_uncertainty_score":0.8920447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405878689","doi":"10.1007/s11235-024-01230-6","title":"Particle filter-based BLE and IMU fusion algorithm for indoor localization","year":2024,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Computer science; Inertial measurement unit; Particle filter; Real-time computing; Global Positioning System; Multipath propagation; Sensor fusion; Software deployment; Filter (signal processing); Artificial intelligence; Computer vision; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.0174433688433935,"gpt":0.2456480717172302,"spread":0.2282047028738367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466082,0.0001174263,0.0001363164,0.0001081649,0.0001289507,0.0001654884,0.0001728518,0.0001194082,0.0000127991],"category_scores_gemma":[0.00002383045,0.0001129209,0.00003281946,0.0002986763,0.00004039391,0.000153442,0.00003299832,0.00009241179,0.0000266266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006865508,"about_ca_system_score_gemma":0.00001721233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002344528,"about_ca_topic_score_gemma":0.000006512137,"domain_scores_codex":[0.9992797,0.00003786082,0.0002823769,0.0001408382,0.00009355594,0.0001656555],"domain_scores_gemma":[0.9993434,0.0001393283,0.00002705044,0.0003859825,0.00006992111,0.00003432251],"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":[0.00001790865,0.00009116151,0.001034371,0.002104122,0.0001488448,0.000003283649,0.001464771,0.1551516,0.009002605,0.0206643,0.01255666,0.7977603],"study_design_scores_gemma":[0.0002357681,0.00003009738,0.00003435684,0.0001021184,0.00001306081,0.000003756104,0.0001955844,0.9287125,0.01427575,0.0001289323,0.05613817,0.000129929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007757901,0.007917869,0.9811232,0.0001477533,0.0003599797,0.0005415939,0.00003148495,0.001797232,0.0003230007],"genre_scores_gemma":[0.9955562,0.0003389385,0.003487111,0.00003203814,0.00004774886,0.0002632781,0.0001206961,0.00003977542,0.0001141657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9877983,"threshold_uncertainty_score":0.4604781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994692987","doi":"10.1007/s11235-005-4324-1","title":"Efficient Radio Resource Management in Integrated WLAN/CDMA Mobile Networks","year":2005,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":9,"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; Radio resource management; Code division multiple access; Telecommunications; Remote radio head; Cognitive radio; Wireless; Wireless network","retraction":null,"screen_n_in":null,"score":{"opus":0.02007660434439112,"gpt":0.280660829037119,"spread":0.2605842246927279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.002468159,0.0002413536,0.0003423142,0.0004898323,0.0002662595,0.0003811818,0.005622112,0.0001510886,0.00001835084],"category_scores_gemma":[0.00002171759,0.0002383068,0.00007472056,0.002016204,0.00009242546,0.0002112494,0.001511565,0.0007205296,0.0002213712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006443778,"about_ca_system_score_gemma":0.00005500536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824124,"about_ca_topic_score_gemma":0.00009197659,"domain_scores_codex":[0.9960395,0.001449953,0.0008891577,0.0004830218,0.0005484666,0.0005899757],"domain_scores_gemma":[0.9940056,0.000438523,0.0002712033,0.004971156,0.0001637692,0.0001497486],"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":[0.00001076495,0.000235751,0.0002211781,0.00001720559,0.00002953743,0.000002939526,0.0005973542,0.8962832,0.00002170096,0.01967236,0.002127597,0.08078038],"study_design_scores_gemma":[0.00047744,0.00002379719,0.0009954338,0.0001076556,0.000002478384,0.00001435937,0.00035919,0.8411589,0.000009461981,0.000009078273,0.1566373,0.0002048237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03778995,0.02118699,0.8827342,0.003006844,0.0003675393,0.004065432,0.000003555162,0.001307009,0.04953852],"genre_scores_gemma":[0.9832722,0.0007613488,0.01378286,0.0001212108,0.00007688701,0.0008921949,0.00004284269,0.00003033084,0.001020135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9454823,"threshold_uncertainty_score":0.9997579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1607625045","doi":"10.1023/a:1012290229844","title":"A Typology for Multi-Technology, Multi-Service Broadband Network Synthesis","year":2002,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","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","funders":"","keywords":"Computer science; Service (business); Prime (order theory); Synchronous optical networking; Notation; Computer network; Distributed computing","retraction":null,"screen_n_in":null,"score":{"opus":0.07496590149218849,"gpt":0.2865175715434353,"spread":0.2115516700512468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007214157,0.0002047994,0.0003906444,0.0003199356,0.0004946652,0.0001236183,0.0009585117,0.0001973515,0.0001202724],"category_scores_gemma":[0.0004827734,0.0002065999,0.00009651155,0.001144599,0.00008571963,0.0004524386,0.0002532032,0.0001773694,0.0006842801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005506809,"about_ca_system_score_gemma":0.00000455334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002719458,"about_ca_topic_score_gemma":0.0005396525,"domain_scores_codex":[0.9986737,0.00006681022,0.0004876949,0.0003075042,0.00009197722,0.0003723555],"domain_scores_gemma":[0.9975774,0.0003077474,0.0005224976,0.001239151,0.0003399762,0.00001320121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003192939,0.002479539,0.02502361,0.002407095,0.001908584,0.0000098782,0.0008672095,0.1061493,0.00555297,0.7352834,0.0334962,0.08650284],"study_design_scores_gemma":[0.0007986401,0.00000562062,0.0002344411,0.0001152084,0.0001745127,0.000005906184,0.0009232031,0.7367877,0.00003631048,0.0008026421,0.2597494,0.0003663926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2062524,0.03764735,0.6626455,0.03448979,0.004005808,0.01092217,0.00007150508,0.009632765,0.03433276],"genre_scores_gemma":[0.9707209,0.00009568971,0.02622058,0.0008732066,0.0004419818,0.0007675075,0.00003217907,0.00006114757,0.000786847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7644685,"threshold_uncertainty_score":0.8795265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985786677","doi":"10.1007/s11235-009-9231-4","title":"Requirements for enforcing digital rights management in multicast content distribution","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":8,"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":"Multicast; Computer science; Unicast; IP multicast; Pragmatic General Multicast; Protocol Independent Multicast; Computer network; Xcast; Source-specific multicast; Multicast address; The Internet; Distributed computing; Computer security; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.06297148114170335,"gpt":0.2896429582849583,"spread":0.2266714771432549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003967634,0.0001376667,0.0001774917,0.0001148083,0.000152992,0.0006862259,0.001129074,0.00003905742,7.763115e-7],"category_scores_gemma":[0.0000159359,0.0001195286,0.00006085046,0.000271296,0.00001964641,0.001568244,0.00018231,0.00006513592,0.00003352937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808213,"about_ca_system_score_gemma":0.000006674567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003263713,"about_ca_topic_score_gemma":0.00001184163,"domain_scores_codex":[0.9986745,0.00004332445,0.000489164,0.0002745719,0.0002390242,0.0002794487],"domain_scores_gemma":[0.9987016,0.00006143346,0.0001658387,0.0009287513,0.00008548968,0.00005684241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001540776,0.0002718916,0.0001207778,0.00003249943,0.00002641485,0.00000299476,0.0002802826,0.00009296246,0.00002278848,0.9474062,0.0006587682,0.05106896],"study_design_scores_gemma":[0.005969487,0.0005529812,0.025638,0.0005650053,0.0000342666,0.00001132418,0.0005309815,0.4048093,0.0004252706,0.06291923,0.4972644,0.001279796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0389654,0.0002795764,0.8793623,0.001045132,0.0004786089,0.003223655,0.00003065771,0.0004446445,0.07617004],"genre_scores_gemma":[0.996906,0.00001611412,0.001828502,0.00005078751,0.00001892862,0.00009733469,0.0001948795,0.000004091798,0.0008833016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9579406,"threshold_uncertainty_score":0.6617293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047008061","doi":"10.1007/s11235-009-9229-y","title":"Sensitivity of SWAN QoS model in MANETs with proactive and reactive routing: a simulation study","year":2009,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Sensitivity (control systems); Computer network; Quality of service; Routing (electronic design automation)","retraction":null,"screen_n_in":null,"score":{"opus":0.02758022155359529,"gpt":0.280097441937171,"spread":0.2525172203835757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119026,0.0001244712,0.0002643437,0.0001094069,0.00006913165,0.00005930363,0.0003289696,0.00005478547,1.140167e-7],"category_scores_gemma":[0.00003109247,0.000112965,0.0000137209,0.0003842657,0.00002880224,0.0004990981,0.0001170823,0.0001675372,6.695517e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009635925,"about_ca_system_score_gemma":0.00004935809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003546558,"about_ca_topic_score_gemma":0.0002265412,"domain_scores_codex":[0.9983051,0.0006942474,0.0003379431,0.0002869531,0.0002240261,0.0001517453],"domain_scores_gemma":[0.9980733,0.0003397316,0.0003249639,0.001061172,0.0001617375,0.00003904769],"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":[0.00006939626,0.000692127,0.009251773,0.00001088042,0.00003366357,0.00000462608,0.01391257,0.9552898,0.000751928,0.005148056,0.000004855742,0.01483027],"study_design_scores_gemma":[0.0004729252,0.0002234583,0.06554267,0.00005210328,0.000006289492,0.00000916325,0.0006480381,0.9327199,0.0001127686,0.00009869142,0.000004290674,0.0001097125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6760911,0.00005358231,0.3214548,0.00007476653,0.00001622616,0.001328028,7.358897e-7,0.00006572295,0.000914987],"genre_scores_gemma":[0.9964112,0.000004287905,0.003486236,0.00001609712,0.00001230577,0.00004535174,0.000002724697,0.000006739981,0.00001503962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3203201,"threshold_uncertainty_score":0.4606578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092420525","doi":"10.1007/s11235-006-5522-1","title":"A Sequential Algorithm for Constructing Delay-Constrained Multirings for Multipoint-to-Multipoint Communications","year":2006,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Polytechnique Montréal","funders":"","keywords":"Computer science; Multicast; Scalability; Convergence (economics); Network packet; Topology (electrical circuits); Reliability (semiconductor); Algorithm; Distributed computing; Set (abstract data type); Relaxation (psychology); Network topology; Ring (chemistry); Computer network; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02202368783988924,"gpt":0.268245008322115,"spread":0.2462213204822258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005285729,0.0003129119,0.0004245544,0.0002151361,0.0004337358,0.0001347347,0.0008825837,0.0001785621,0.000003606419],"category_scores_gemma":[0.00009877353,0.0003760749,0.0001442281,0.0003509024,0.0001226924,0.0002855522,0.0001444248,0.0002156352,0.00001565188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251481,"about_ca_system_score_gemma":0.00003905254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453704,"about_ca_topic_score_gemma":0.0001292857,"domain_scores_codex":[0.9979506,0.0001046886,0.00100108,0.000306887,0.0001497477,0.0004870045],"domain_scores_gemma":[0.9967143,0.0008533836,0.0002717533,0.001577418,0.0004744535,0.0001086963],"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":[0.00001981003,0.00006921435,0.00008076928,0.0001446991,0.00009401788,2.241019e-7,0.0003994517,0.8996455,0.008909195,0.004186233,0.0008229549,0.08562791],"study_design_scores_gemma":[0.001544761,0.00003288727,0.00002355006,0.0001274844,0.00003454403,0.00002505115,0.0004717722,0.9709588,0.001729891,0.0001203049,0.0245252,0.0004057861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002824035,0.0007959882,0.9897696,0.0001447933,0.0004411484,0.004164762,0.000234279,0.0009861209,0.0006392174],"genre_scores_gemma":[0.445422,0.00004994615,0.5510896,0.0000205744,0.0001733299,0.002484283,0.0006029523,0.00009201619,0.00006529569],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4425979,"threshold_uncertainty_score":0.9998691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095289231","doi":"10.1007/s11235-005-6630-z","title":"Class-Based Packet Scheduling to Improve QoS for IP Video","year":2005,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":7,"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; Packet loss; Computer network; Router; Quality of service; Network packet; Video quality; Scheduling (production processes); Real-time computing","retraction":null,"screen_n_in":null,"score":{"opus":0.03758752649982211,"gpt":0.3016555756064018,"spread":0.2640680491065797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007521053,0.000164131,0.0002371984,0.0002192144,0.0003086036,0.0003254808,0.002779491,0.0001288097,0.000002193945],"category_scores_gemma":[0.0002424611,0.0001519562,0.00008479663,0.000414089,0.00002760813,0.0003217215,0.0004248796,0.0001875312,0.0001380299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237405,"about_ca_system_score_gemma":0.00008177492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002785501,"about_ca_topic_score_gemma":0.00001085004,"domain_scores_codex":[0.9985086,0.0001209699,0.0004482508,0.0003834507,0.0002196594,0.0003190353],"domain_scores_gemma":[0.9965615,0.0003328492,0.0002168826,0.002565611,0.0002295407,0.00009356319],"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":[0.00003868861,0.0002277947,0.0002831865,0.0001327332,0.00004632521,4.324149e-7,0.0006657045,0.03337242,0.03326461,0.1161577,0.01879532,0.7970151],"study_design_scores_gemma":[0.0005881573,0.0001401357,0.0001048934,0.0001554582,0.0000059462,0.000004141182,0.0001652421,0.6185802,0.04066582,0.0005942486,0.3386664,0.0003293486],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01168381,0.0008555452,0.9713903,0.01260628,0.0004858354,0.0008391725,0.000006001259,0.001421712,0.0007113212],"genre_scores_gemma":[0.8336399,0.00001846566,0.164668,0.0005810083,0.0001211949,0.0006594072,0.000005339158,0.0000146456,0.0002919975],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8219561,"threshold_uncertainty_score":0.6196595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000653449","doi":"10.1007/s11235-009-9277-3","title":"Survivability and reliability of a composite-star transport network with disconnected core switches","year":2010,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Survivability; Computer science; Dimensioning; Network topology; Reliability (semiconductor); Computer network; Node (physics); Star network; Core (optical fiber); Path protection; Distributed computing; Topology (electrical circuits); Wavelength-division multiplexing; Telecommunications; Ring network; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01218598253207773,"gpt":0.2221237896788715,"spread":0.2099378071467938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003921541,0.0001565003,0.0003484276,0.00003085758,0.00007051918,0.00001057915,0.0003590093,0.0001438028,0.000004467178],"category_scores_gemma":[0.00005338406,0.0001285072,0.00002646264,0.0003038208,0.0003123849,0.0001208932,0.00004854946,0.00044055,0.000001225819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002538387,"about_ca_system_score_gemma":0.00001021983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007846017,"about_ca_topic_score_gemma":0.0006828171,"domain_scores_codex":[0.9990636,0.00003537578,0.0004122514,0.0001735409,0.0001139009,0.000201387],"domain_scores_gemma":[0.9980909,0.0003942693,0.0000883203,0.00126515,0.0001096344,0.00005176476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119475,0.000137382,0.6907917,0.0007071274,0.00008938229,0.000001018573,0.0005484407,0.2737162,0.02501927,0.007127071,0.00006033947,0.001682613],"study_design_scores_gemma":[0.0009334361,0.0001996449,0.7897974,0.0002908513,0.0000734737,0.00002811716,0.0007953196,0.2007052,0.001499659,0.00262835,0.002274328,0.0007742661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903571,0.0004047687,0.007482106,0.00005747856,0.00009156889,0.0004320724,0.00001110722,0.0006629188,0.0005008543],"genre_scores_gemma":[0.9764425,0.00009395376,0.02332659,0.000002307809,0.00002054757,0.00005569191,0.00002739633,0.00002522672,0.000005768375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09900571,"threshold_uncertainty_score":0.5240371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W27050043","doi":"10.1023/a:1026175115474","title":"Experimenting with Feature Interaction Management in SIP Environment","year":2003,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Component (thermodynamics); Telephony; Context (archaeology); Computer network; Architecture; Distributed computing","retraction":null,"screen_n_in":null,"score":{"opus":0.01144012644869548,"gpt":0.2206912859599499,"spread":0.2092511595112544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004448726,0.0001658851,0.0001816357,0.00009637635,0.00006609679,0.00006251363,0.0002321348,0.00008042171,0.00003371842],"category_scores_gemma":[0.000003713488,0.0001666649,0.00002737367,0.000171228,0.00002073968,0.0001898076,0.00004809662,0.0002878775,0.00004860038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344951,"about_ca_system_score_gemma":0.000003776627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003380487,"about_ca_topic_score_gemma":0.0000406505,"domain_scores_codex":[0.9989141,0.0002036425,0.0002936505,0.000184533,0.000170112,0.0002339883],"domain_scores_gemma":[0.9989527,0.00004785122,0.00007777014,0.0008693268,0.00001304319,0.00003928641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001409834,0.00097058,0.01955811,0.001236263,0.0006802196,0.00002869228,0.01113492,0.9229013,0.004966371,0.01480858,0.003359493,0.0202145],"study_design_scores_gemma":[0.005480567,0.0001892538,0.0163933,0.001077658,0.0001292694,0.0001315704,0.01921914,0.238694,0.009606574,0.0001787299,0.7068704,0.002029577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263732,0.0162295,0.01899191,0.0001075044,0.001367112,0.003125298,0.000004173318,0.0008172342,0.1329841],"genre_scores_gemma":[0.997093,0.0003873734,0.001856084,0.00001258152,0.00002869573,0.0003144225,0.00002035762,0.00003465135,0.0002528864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7035109,"threshold_uncertainty_score":0.6796396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995404435","doi":"10.1007/s11235-011-9644-8","title":"Lightpath scheduling and routing for green data centres","year":2011,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Cloud Computing and Resource Management","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":"Communications Research Centre Canada","funders":"","keywords":"Computer science; Schedule; Renewable energy; Scheduling (production processes); Energy consumption; Green computing; Energy (signal processing); Distributed computing; Computer network; Cloud computing; Operations management; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.1004930677329308,"gpt":0.2780495377977901,"spread":0.1775564700648593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009620657,0.00009430694,0.0001345682,0.00006381072,0.0002836522,0.000132606,0.002403349,0.00003651243,7.708941e-7],"category_scores_gemma":[0.00004183331,0.00008445601,0.00002038009,0.0001410772,0.00002305491,0.00005093174,0.001823238,0.00007814827,0.000008914373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001855255,"about_ca_system_score_gemma":0.00001456767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006438763,"about_ca_topic_score_gemma":0.00001793692,"domain_scores_codex":[0.9989865,0.0001190211,0.000274751,0.0003157554,0.0001117905,0.000192113],"domain_scores_gemma":[0.9973144,0.0001375233,0.0001747749,0.002260694,0.00005958729,0.00005301416],"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":[0.00002876522,0.0004213969,0.01355514,0.0006051878,0.0003384907,0.00000532377,0.03133977,0.00268468,0.0003831644,0.4681463,0.001895463,0.4805963],"study_design_scores_gemma":[0.0002367694,0.00002895682,0.00147419,0.0000875047,0.000009806859,0.000009192041,0.0004651613,0.9819763,0.00004322745,0.0002734529,0.01525091,0.0001444987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2046775,0.00496656,0.7741275,0.001694529,0.0006110058,0.00125973,0.0000100315,0.0008718552,0.01178126],"genre_scores_gemma":[0.9432226,0.00001583796,0.05632851,0.00004693466,0.00006978118,0.00001702761,0.000008121657,0.000008864413,0.0002823056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9792916,"threshold_uncertainty_score":0.446606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076540262","doi":"10.1007/s11235-013-9838-3","title":"Distributed probabilistic medium access with multipacket reception and Markovian traffic","year":2013,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Wireless Networks and Protocols","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 Alberta","funders":"","keywords":"Burstiness; Computer science; Computer network; Probabilistic logic; Queueing theory; Throughput; Bandwidth (computing); Wireless network; Markov process; Distributed computing; Wireless; Network packet; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.02542494092009512,"gpt":0.2667409556676241,"spread":0.241316014747529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004536471,0.0001542586,0.0002124957,0.0000628885,0.0002051032,0.0008555796,0.001309726,0.00008662477,0.00001776381],"category_scores_gemma":[0.00002787608,0.0001185419,0.00001960292,0.0004073157,0.00007965002,0.0009691723,0.0002747555,0.0001734912,0.00003818439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005924935,"about_ca_system_score_gemma":0.00004762413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002768071,"about_ca_topic_score_gemma":0.0000817723,"domain_scores_codex":[0.998567,0.0003569373,0.0003342925,0.0002981027,0.0002053761,0.0002383305],"domain_scores_gemma":[0.9980152,0.0002111253,0.0002298879,0.001210919,0.0002098053,0.0001230675],"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":[0.0001984844,0.001321398,0.03800457,0.001975717,0.000361514,0.00001005057,0.00742546,0.08294764,0.00125641,0.0321387,0.06152861,0.7728314],"study_design_scores_gemma":[0.00122084,0.0002485839,0.07621026,0.000417335,0.00001259789,0.00007156654,0.0001827251,0.9001048,0.0000569404,0.0003416986,0.02056326,0.0005694468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3783567,0.001082579,0.5719711,0.009441528,0.0004907321,0.03509185,0.00002698186,0.001566496,0.001972111],"genre_scores_gemma":[0.9896151,0.00005016397,0.003977907,0.0000506051,0.00005186473,0.006114219,0.00005521598,0.00001319958,0.000071723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8171571,"threshold_uncertainty_score":0.8250374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765850923","doi":"10.1007/s11235-017-0392-2","title":"Optimized design and availability analysis of large-scale shared backup path protected networks","year":2017,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"Software-Defined Networks and 5G","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 Alberta","funders":"China Scholarship Council","keywords":"Computer science; Backup; Path (computing); Scale (ratio); Computer network; Distributed computing; Database","retraction":null,"screen_n_in":null,"score":{"opus":0.03362021825858814,"gpt":0.274012244168729,"spread":0.2403920259101409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002228907,0.0001660015,0.0005687089,0.000142883,0.0005665006,0.0004604122,0.002227681,0.0001444484,0.00001561714],"category_scores_gemma":[0.0001806787,0.0001499774,0.0001158507,0.0005785818,0.0001001028,0.0004561019,0.0007064229,0.0001953596,0.00000529133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004010905,"about_ca_system_score_gemma":0.00004252564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002796889,"about_ca_topic_score_gemma":0.00003012917,"domain_scores_codex":[0.9978225,0.0007030834,0.0005861412,0.0004003965,0.0002173247,0.0002705093],"domain_scores_gemma":[0.9939891,0.0004749494,0.0007863449,0.004354589,0.0002969496,0.00009814466],"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":[0.0003732636,0.001227819,0.1199907,0.00032196,0.003391866,0.000006040754,0.006924947,0.8131709,0.0005376998,0.009339209,0.005191785,0.03952389],"study_design_scores_gemma":[0.0005525296,0.00003794992,0.05987213,0.0000492148,0.0000946388,0.000001836678,0.00002964525,0.9386764,0.000008362727,0.00004159979,0.0004822906,0.0001534195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009719149,0.001388435,0.98732,0.0001606562,0.0001129642,0.0008222407,0.000009872791,0.0001756321,0.0002910577],"genre_scores_gemma":[0.7364022,0.0002115964,0.2630835,0.00002563231,0.00002163202,0.0001508686,0.00002714115,0.00001066431,0.00006679678],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7266831,"threshold_uncertainty_score":0.6115902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2208872871","doi":"10.1007/s11235-015-0101-y","title":"Efficient handover with optimized localized routing for Proxy Mobile IPv6","year":2015,"lang":"en","type":"article","venue":"Telecommunication Systems","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":6,"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":"Proxy Mobile IPv6; Computer network; Computer science; Mobility management; Handover; Packet loss; Mobile IP; Routing protocol; Triangular routing; Routing (electronic design automation); Network packet; Link-state routing protocol","retraction":null,"screen_n_in":null,"score":{"opus":0.0211095199397109,"gpt":0.2497376416931,"spread":0.2286281217533891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001586501,0.000285314,0.0005181106,0.00008434087,0.0001516299,0.0001446853,0.0005670706,0.0001646604,0.00000938721],"category_scores_gemma":[0.00007446271,0.0002539748,0.00008778168,0.000318111,0.00007401749,0.0001092787,0.0001059665,0.0002653307,0.00003826902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157546,"about_ca_system_score_gemma":0.00007170549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001258774,"about_ca_topic_score_gemma":0.00003147321,"domain_scores_codex":[0.9980565,0.0002314346,0.0006366358,0.000286885,0.000331072,0.0004574325],"domain_scores_gemma":[0.9975927,0.000293669,0.0001868938,0.00140307,0.0003511431,0.0001725607],"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":[0.0002250325,0.0001066757,0.0002407656,0.0001714309,0.00008580492,5.071643e-7,0.001502632,0.9956254,0.00009227949,0.0003526608,0.0009850651,0.0006117401],"study_design_scores_gemma":[0.004682295,0.0001210036,0.00002571358,0.0001380025,0.00004848803,0.00001471301,0.0007652218,0.9706849,0.0003372731,0.00001973982,0.02282354,0.0003390755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3799808,0.01148993,0.5829046,0.00007807685,0.001935926,0.01112195,0.00006333746,0.002604289,0.00982111],"genre_scores_gemma":[0.9896019,0.00002960618,0.007697285,0.00001968792,0.0001602679,0.002126437,0.00008501775,0.00009023261,0.000189582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6096211,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}