{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"809ef6355a59","filters":{"venue":"International Test Conference"}},"results":[{"id":"W2985401038","doi":"","title":"Sector: TCAM Space Aware Routing on SDN.","year":2016,"lang":"en","type":"article","venue":"International Test Conference","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Computer science; Computer network; Scalability; Routing (electronic design automation); Distributed computing; Software-defined networking; Network topology; Content-addressable memory; Flexibility (engineering); Network congestion; Scheme (mathematics); Operating system; Artificial neural network","authors":[{"name":"Sai Qian Zhang","is_ca":true},{"name":"Qi Zhang","is_ca":false},{"name":"Ali Tizghadam","is_ca":true},{"name":"Byungchul Park","is_ca":true},{"name":"Hadi Bannazadeh","is_ca":true},{"name":"Raouf Boutaba","is_ca":true},{"name":"Alberto Leon‐Garcia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03043279133229497,"gpt":0.2525892271004633,"spread":0.2221564357681683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006401974,0.0006981438,0.000476228,0.0006987167,0.0004606606,0.0007031655,0.001755701,0.0005103749,0.002354913],"category_scores_gemma":[0.001489831,0.0002236274,0.0002975395,0.0008966338,0.0003220598,0.001126364,0.000939067,0.0004403413,0.0004396989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006965963,"about_ca_system_score_gemma":0.001297652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368649,"about_ca_topic_score_gemma":0.004035736,"domain_scores_codex":[0.9996456,0.00008766136,0.00002757488,0.00005350236,0.0001286882,0.00005696384],"domain_scores_gemma":[0.9993941,0.000145234,0.00005326137,0.0002014097,0.0001645329,0.0000415056],"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":[0.0006589688,0.0001866583,0.002082569,0.0003833474,0.0001056718,0.0001671418,0.0001577234,0.3224311,0.03301555,0.02884231,0.02463579,0.5873331],"study_design_scores_gemma":[0.00006187903,0.00015313,0.0002499673,0.00002391246,0.00003148531,0.0001493041,0.0000496071,0.967647,0.01308744,0.007902596,0.01062794,0.00001572034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07901866,0.00187422,0.8893524,0.0004434264,0.0005535844,0.0002969275,0.0005295816,0.01430417,0.01362712],"genre_scores_gemma":[0.4858326,0.0006184548,0.5064989,0.0002770245,0.00007681996,0.0001884201,0.001194398,0.0004075087,0.004905862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002368649,"threshold_uncertainty_score":0.007878006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984069308","doi":"","title":"Scheduling Jobs with Estimation Errors for Multi-server Systems.","year":2017,"lang":"en","type":"article","venue":"International Test Conference","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Scheduling (production processes); Server; Robustness (evolution); Distributed computing; Rate-monotonic scheduling; Job scheduler; Real-time computing; Dynamic priority scheduling; A priori and a posteriori; Computer network; Mathematical optimization; Quality of service; Mathematics","authors":[{"name":"Rachel Mailach","is_ca":false},{"name":"Douglas G. Down","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.093663370060294,"gpt":0.3353885994519377,"spread":0.2417252293916436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003284928,0.0005822429,0.0007957375,0.000345191,0.0005861692,0.0007743056,0.001160374,0.0007120967,0.0008640548],"category_scores_gemma":[0.01311156,0.0004049323,0.0004738428,0.000689742,0.0005534875,0.0009939546,0.0005971931,0.001064583,0.0002132103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109105,"about_ca_system_score_gemma":0.001710932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004956518,"about_ca_topic_score_gemma":0.003799926,"domain_scores_codex":[0.9979329,0.0008770464,0.0001025332,0.0002942394,0.0006559909,0.0001373259],"domain_scores_gemma":[0.9924603,0.00516525,0.0009337742,0.0007729011,0.0004789236,0.0001887721],"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":[0.0003381065,0.00007418111,0.002469522,0.0001345128,0.00007949422,0.00009544885,0.00007731629,0.9428855,0.005180927,0.004215667,0.0006101949,0.04383917],"study_design_scores_gemma":[0.00001118404,0.00004179527,0.0007361211,0.000006048754,0.000008998815,0.00002528258,0.00001430859,0.9944358,0.002077505,0.002258319,0.0003775008,0.000007091133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1086271,0.0008769131,0.887947,0.0003371396,0.0001983997,0.0001110625,0.0001065156,0.0004862699,0.001309575],"genre_scores_gemma":[0.8855785,0.0002998076,0.1127611,0.00007110565,0.00008667601,0.00007708315,0.0001876859,0.00007301038,0.0008650119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004956518,"threshold_uncertainty_score":0.01737261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751941728","doi":"10.1109/itc.2001.10039","title":"Correct By Construction DFT Or Make It Work DFT - Where Are We Today?","year":2001,"lang":"en","type":"article","venue":"International Test Conference","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Mixed-signal integrated circuit; Electronic circuit; Work (physics); Variety (cybernetics); Electronic design automation; SIGNAL (programming language); Circuit design; Electronic engineering; Integrated circuit; Electrical engineering; Embedded system; Engineering; Artificial intelligence; Mechanical engineering","authors":[{"name":"Gordon W. Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03115390516875464,"gpt":0.2436257865669703,"spread":0.2124718813982157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00784677,0.0008150087,0.001176353,0.001212398,0.001300431,0.004252695,0.001318389,0.002881548,0.01135007],"category_scores_gemma":[0.02643411,0.0003067296,0.0005612901,0.00105598,0.009580134,0.01234057,0.001695552,0.004367181,0.008442525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786683,"about_ca_system_score_gemma":0.002348148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002155655,"about_ca_topic_score_gemma":0.002413043,"domain_scores_codex":[0.9952381,0.001941295,0.0002219625,0.0004085011,0.001785247,0.0004049348],"domain_scores_gemma":[0.9889277,0.004630875,0.0006445968,0.002173829,0.003105031,0.0005178633],"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":[0.0001107285,0.00005830918,0.001312215,0.0007403607,0.00004186093,0.0001895733,0.0009831139,0.00143213,0.001488513,0.5212312,0.09604251,0.3763695],"study_design_scores_gemma":[0.00003273358,0.00009799178,0.0006574026,0.001360788,0.00003573071,0.0006168432,0.001650568,0.002343722,0.003011673,0.4977391,0.4923779,0.00007552933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009228195,0.1188963,0.384755,0.3754162,0.02316062,0.0001012516,0.0003963743,0.002512863,0.08553306],"genre_scores_gemma":[0.3828878,0.1316923,0.2976482,0.08145986,0.01481421,0.0002992244,0.0007378331,0.003088543,0.08737199],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01135007,"threshold_uncertainty_score":0.04149818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983001301","doi":"","title":"Binary Opinion Dynamics with Biased Agents and Agents with Different Degrees of Stubbornness.","year":2016,"lang":"en","type":"article","venue":"International Test Conference","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Multi-agent system; Computer science; Function (biology); Agent-based model; Majority rule; Binary number; Fraction (chemistry); Artificial intelligence; Mathematics","authors":[{"name":"Arpan Mukhopadhyay","is_ca":true},{"name":"Ravi R. Mazumdar","is_ca":true},{"name":"R. Roy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02651717633645776,"gpt":0.2808543129526252,"spread":0.2543371366161674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002171778,0.0005948849,0.0007803155,0.0007598299,0.0007291086,0.001680216,0.001035925,0.001680763,0.002660185],"category_scores_gemma":[0.01874048,0.0003333909,0.0007299571,0.0003904786,0.001244945,0.002952495,0.001003115,0.001050995,0.0004687054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253798,"about_ca_system_score_gemma":0.000399471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913759,"about_ca_topic_score_gemma":0.002168971,"domain_scores_codex":[0.9988696,0.0004567524,0.00003798461,0.0001932748,0.0002358398,0.0002065299],"domain_scores_gemma":[0.9881159,0.006712135,0.003210614,0.0006119966,0.000740565,0.0006087839],"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":[0.0004610606,0.0001852399,0.01709881,0.0003271178,0.0003060742,0.002203493,0.001561261,0.5174295,0.01903261,0.4131288,0.002844489,0.02542153],"study_design_scores_gemma":[0.00004459703,0.0001311028,0.003857232,0.00003495641,0.00006327832,0.0003095205,0.0003516304,0.9191468,0.00164109,0.07236411,0.002015906,0.00003980954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7915336,0.001508366,0.1869108,0.001867264,0.0002050182,0.0001189479,0.000218436,0.0001348848,0.01750265],"genre_scores_gemma":[0.990678,0.0003223736,0.005849457,0.000115932,0.00004811222,0.0000381046,0.00005873787,0.0000123468,0.002877005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002913759,"threshold_uncertainty_score":0.01148564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986364822","doi":"","title":"PlanetIgnite: A Self-Assembling, Lightweight, Infrastructure-as-a-Service Edge Cloud.","year":2016,"lang":"en","type":"article","venue":"International Test Conference","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Cloud computing; PlanetLab; Computer science; Software deployment; Operating system; Python (programming language); Edge computing; Enhanced Data Rates for GSM Evolution; Node (physics); Computer network; The Internet; Engineering; Telecommunications","authors":[{"name":"Andy Bavier","is_ca":false},{"name":"Rick McGeer","is_ca":false},{"name":"Glenn Ricart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01532282744269358,"gpt":0.249245128564739,"spread":0.2339223011220455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008255053,0.0009731919,0.0005167868,0.001086762,0.001119136,0.002051882,0.003102579,0.0007199967,0.01038504],"category_scores_gemma":[0.003057136,0.0007225389,0.0006372693,0.0009037322,0.0006893714,0.004795704,0.006621026,0.002202565,0.007946433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000894,"about_ca_system_score_gemma":0.002075847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038183,"about_ca_topic_score_gemma":0.005853603,"domain_scores_codex":[0.998915,0.0001039616,0.00004420904,0.0001472285,0.0004875423,0.0003021828],"domain_scores_gemma":[0.9979988,0.0001594584,0.0001205935,0.0006098145,0.0004127963,0.0006984553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001251366,0.0004617404,0.004925128,0.000746613,0.0001608422,0.0008416199,0.0006080234,0.01562259,0.03017607,0.03999446,0.7036839,0.2015278],"study_design_scores_gemma":[0.0003647839,0.0003802072,0.005996795,0.0001584461,0.00008475794,0.001017549,0.0003158445,0.163179,0.0261267,0.02668668,0.7754053,0.000283915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.044872,0.001274269,0.4465336,0.001520041,0.0009967169,0.001161868,0.006475149,0.4100631,0.08710318],"genre_scores_gemma":[0.446737,0.001419309,0.3863127,0.002295615,0.0004197948,0.0009129426,0.05215831,0.04504932,0.06469496],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01038504,"threshold_uncertainty_score":0.0347414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989126433","doi":"","title":"On Occupancy Based Randomized Routing Schemes in Large Systems of Shared Servers.","year":2018,"lang":"en","type":"article","venue":"International Test Conference","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Server; Computer science; Queue; Routing (electronic design automation); Fixed point; Exponential distribution; Mathematics; Field (mathematics); Statistics; Computer network","authors":[{"name":"Thirupathaiah Vasantam","is_ca":true},{"name":"Ravi R. Mazumdar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02214548470257442,"gpt":0.2736501199179476,"spread":0.2515046352153731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00577628,0.0006122555,0.0009919297,0.001368519,0.001122571,0.001381828,0.001836297,0.001394542,0.003394512],"category_scores_gemma":[0.01544864,0.00047297,0.0009586064,0.0008398252,0.002963054,0.004448004,0.001876742,0.001629551,0.0002894571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003299843,"about_ca_system_score_gemma":0.001813145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556158,"about_ca_topic_score_gemma":0.002760546,"domain_scores_codex":[0.9978011,0.00109184,0.00006647078,0.0002611765,0.0004152305,0.0003641607],"domain_scores_gemma":[0.9908728,0.006404031,0.001026707,0.0008281538,0.0004880233,0.0003802578],"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":[0.00014694,0.0000779383,0.0008571232,0.00007378699,0.00004744957,0.00007009629,0.0001134574,0.3881468,0.001766571,0.5937508,0.001754188,0.01319494],"study_design_scores_gemma":[0.00002666719,0.0000643747,0.0002305417,0.00001565578,0.00001160186,0.00003783163,0.00002597099,0.8628867,0.0004045872,0.1355103,0.0007669426,0.00001894841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09182317,0.001146372,0.896946,0.001460182,0.0002219691,0.0001234443,0.0001372524,0.0003293751,0.007812155],"genre_scores_gemma":[0.9091393,0.0007197066,0.0832966,0.0004639602,0.0001961683,0.0001836841,0.000133877,0.0001155878,0.005751174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00577628,"threshold_uncertainty_score":0.03054827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986715421","doi":"","title":"Fluctuations Around the Mean-Field for a Large Scale Erlang Loss System Under the SQ(d) Load Balancing.","year":2019,"lang":"en","type":"article","venue":"International Test Conference","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Erlang (programming language); Server; Poisson point process; Scaling; Mathematics; Stochastic process; Point process; Computer science; Statistics","authors":[{"name":"Thirupathaiah Vasantam","is_ca":true},{"name":"Ravi R. Mazumdar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01605728233050696,"gpt":0.2581851506786287,"spread":0.2421278683481217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002534087,0.0004435361,0.0004781576,0.000893052,0.0005574389,0.001016957,0.0009896137,0.0007143946,0.001143465],"category_scores_gemma":[0.008967452,0.0002703018,0.0005210012,0.000488418,0.001662471,0.002244294,0.0008315064,0.0007628924,0.0001566946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806384,"about_ca_system_score_gemma":0.0006601567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003273955,"about_ca_topic_score_gemma":0.001440992,"domain_scores_codex":[0.9995189,0.000158496,0.00001758765,0.00007827443,0.0001258308,0.0001008883],"domain_scores_gemma":[0.9964039,0.001884516,0.0008119802,0.0001903988,0.0004277152,0.0002814798],"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":[0.000260607,0.0001490755,0.009133113,0.0001289994,0.00007976928,0.0004944129,0.0004373367,0.7589619,0.009550043,0.2100659,0.001760287,0.008978646],"study_design_scores_gemma":[0.000005467424,0.00002421699,0.0009846776,0.000004931311,0.000005912265,0.00005000203,0.00004676365,0.9853843,0.0004084015,0.01290515,0.0001684371,0.00001178954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6287507,0.0007872485,0.3642461,0.0009736664,0.0000832197,0.00005925019,0.0001132196,0.0003314234,0.004655169],"genre_scores_gemma":[0.9940578,0.000148515,0.004506736,0.00005657297,0.0000290543,0.00002530578,0.0000545991,0.00002800263,0.001093464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003273955,"threshold_uncertainty_score":0.01340169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985617980","doi":"","title":"Offering Resilient and Bandwidth Guaranteed Services in Multi-tenant Cloud Networks: Harnessing the Sharing Opportunities.","year":2016,"lang":"en","type":"article","venue":"International Test Conference","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Cloud computing; Computer science; Provisioning; Bandwidth (computing); Dynamic bandwidth allocation; Backup; Exploit; Bandwidth allocation; Revenue; Computer network; Distributed computing; Bandwidth throttling; Computer security; Business; Operating system; Engineering","authors":[{"name":"Hyame Assem Alameddine","is_ca":true},{"name":"Sara Ayoubi","is_ca":true},{"name":"Chadi Assi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04988012315398854,"gpt":0.2611704675059272,"spread":0.2112903443519387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459114,0.0006492359,0.0003895753,0.0004699809,0.001001218,0.001554807,0.001133553,0.000672513,0.001174185],"category_scores_gemma":[0.003207402,0.0002231647,0.0004135526,0.000569324,0.0007469897,0.002599345,0.001376301,0.0009062936,0.0001438677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251839,"about_ca_system_score_gemma":0.0008567999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003378829,"about_ca_topic_score_gemma":0.004980923,"domain_scores_codex":[0.9991333,0.0002833366,0.00002177159,0.00007856882,0.0002180801,0.0002648928],"domain_scores_gemma":[0.9985712,0.0007025365,0.0002432465,0.0001165615,0.0001703984,0.0001962306],"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":[0.0007590072,0.0003170085,0.004516525,0.0002959955,0.0001099598,0.001091344,0.0003595776,0.8225161,0.02443623,0.06799226,0.003773671,0.07383227],"study_design_scores_gemma":[0.00001175188,0.000160865,0.0005319316,0.00002156662,0.00002287719,0.0001732154,0.0001999604,0.9810439,0.002900739,0.01288835,0.002027814,0.0000169925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5764756,0.005202387,0.3931462,0.00255345,0.000441026,0.0002244584,0.0001631498,0.0004289273,0.0213648],"genre_scores_gemma":[0.9836411,0.0005145943,0.01514422,0.00006853665,0.00003248706,0.00002277955,0.00002280768,0.00001737506,0.0005362575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003378829,"threshold_uncertainty_score":0.009082735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}