{"meta":{"query_hash":"b829066c1aac","filters":{"venue":"International Conference on Cloud Computing"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b829066c1aac","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Cloud+Computing"},"results":[{"id":"W2126420512","doi":"","title":"Experimental Validation as Support in the Migration from SQL Databases to NoSQL Databases","year":2015,"lang":"en","type":"article","venue":"International Conference on Cloud Computing","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec; École de Technologie Supérieure","funders":"","keywords":"NoSQL; Database; Computer science; SQL; Relational database; Cloud computing; Cloud database; Process (computing); Heuristic; Big data; Data mining; Scalability; Artificial intelligence","score_opus":0.44410338866482635,"score_gpt":0.4803395063767996,"score_spread":0.03623611771197327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126420512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341672,0.000010049456,0.03635208,0.006040032,0.0039011561,0.00026991454,0.00018814414,0.000054174852,0.019017221],"genre_scores_gemma":[0.9936974,7.200475e-7,0.0027173804,0.0018747421,0.0005099362,0.000009742345,0.0007349601,0.0000069506204,0.00044817952],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9953733,0.00033059888,0.0006939927,0.00088440493,0.002480985,0.00023673271],"domain_scores_gemma":[0.9972076,0.0010955639,0.0002532863,0.00092503167,0.00039370777,0.0001248172],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042887097,0.00017555314,0.00017657522,0.00035829685,0.00014648015,0.0010507316,0.0019330186,0.000020930307,0.00084874174],"category_scores_gemma":[0.0031317782,0.00012915813,0.000052160212,0.0005578188,0.000051179213,0.0004203811,0.00078973745,0.00015130885,0.0018682805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004707956,0.0013524331,0.033002716,0.0000034656034,0.00006911298,0.00017933031,0.024892364,0.025846893,0.0034947803,0.34629342,0.48758987,0.07680482],"study_design_scores_gemma":[0.0026557038,0.00066127174,0.022014445,0.0003774911,0.000026126423,0.000044476616,0.07799228,0.50484085,0.023037177,0.02203775,0.3451109,0.0012015223],"about_ca_topic_score_codex":0.0021318274,"about_ca_topic_score_gemma":0.00032704178,"teacher_disagreement_score":0.47899398,"about_ca_system_score_codex":0.00011111675,"about_ca_system_score_gemma":0.00013407037,"threshold_uncertainty_score":0.9999863},"labels":[],"label_agreement":null},{"id":"W2604244074","doi":"","title":"Comparing Replication Strategies for Financial Data on Openstack based Private Cloud","year":2016,"lang":"en","type":"article","venue":"International Conference on Cloud Computing","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cloud computing; Replication (statistics); Computer science; Operating system; Business","score_opus":0.13238298701597,"score_gpt":0.3408105516957591,"score_spread":0.20842756467978907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604244074","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19764692,0.000005156368,0.7804699,0.009881698,0.0023165357,0.0003962926,0.000023661963,0.00032908178,0.008930787],"genre_scores_gemma":[0.9829449,0.0000016458426,0.014534683,0.0011596871,0.001044608,0.000015603664,0.000035097546,0.000019022495,0.00024474118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99704754,0.00010235138,0.0005292468,0.0012972162,0.00060071005,0.00042295302],"domain_scores_gemma":[0.9967111,0.0005613817,0.00038211394,0.0019618631,0.00028709584,0.00009647006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063114,0.00028402463,0.00026917082,0.00017899866,0.00031135214,0.000648075,0.0042868205,0.00007705969,0.000016005539],"category_scores_gemma":[0.0003673996,0.00022204954,0.000091215836,0.00018646379,0.000068455796,0.000114710376,0.0013186315,0.00018621642,0.00007782337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007745984,0.0001259288,0.00033384658,0.000015901269,0.000032179105,0.0000059406243,0.000086594555,0.008360347,0.00035021713,0.9092914,0.0031161758,0.07820403],"study_design_scores_gemma":[0.0011997077,0.00021746644,0.0012979147,0.00053015613,0.0000064538126,0.000003454599,0.000030571944,0.9607545,0.0005964466,0.015537276,0.019479783,0.00034626335],"about_ca_topic_score_codex":0.000016781923,"about_ca_topic_score_gemma":0.00000917767,"teacher_disagreement_score":0.9523942,"about_ca_system_score_codex":0.0001544993,"about_ca_system_score_gemma":0.00019657314,"threshold_uncertainty_score":0.90549177},"labels":[],"label_agreement":null},{"id":"W3088959869","doi":"","title":"The Weaponization of Cloud-based Social Media: Prospects for Legislation and Regulation","year":2019,"lang":"en","type":"article","venue":"International Conference on Cloud Computing","topic":"Digital Transformation in Law","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Legislation; Cloud computing; Social media; Computer science; Internet privacy; Business; Computer security; Political science; World Wide Web; Operating system; Law","score_opus":0.04857756064079001,"score_gpt":0.2576648193623519,"score_spread":0.20908725872156192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088959869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6835225,0.000056578276,0.17039187,0.0045926603,0.004775127,0.00092977344,0.000196827,0.00007558746,0.13545904],"genre_scores_gemma":[0.9989492,0.0000044765025,0.00048625658,0.00006087142,0.00026092664,0.000008224293,0.00007192386,0.000009885663,0.00014821155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916655,0.000009607762,0.00045052302,0.00018027938,0.000087314475,0.00010575339],"domain_scores_gemma":[0.99898845,0.00029523057,0.00041176289,0.00008572288,0.00020219506,0.000016627057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003874246,0.000081358354,0.00013627153,0.00008308621,0.00011556422,0.00014466254,0.00015885207,0.00005255682,0.000045365265],"category_scores_gemma":[0.0001436257,0.00008123581,0.000047574948,0.00008658441,0.000055319008,0.0001703251,0.000018898896,0.000060931878,0.000027791337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040130504,0.000017019516,0.0032098042,0.000015505266,0.000014517315,2.2985068e-8,0.0002716806,0.0009949967,0.000043805565,0.99261504,0.00006215523,0.0027152956],"study_design_scores_gemma":[0.0014068872,0.000097285076,0.025470734,0.00008266508,0.0000035231276,7.4448116e-7,0.00012409539,0.68211275,0.0007388168,0.28353688,0.0062245266,0.00020110067],"about_ca_topic_score_codex":0.00000526154,"about_ca_topic_score_gemma":0.0000056812396,"teacher_disagreement_score":0.7090782,"about_ca_system_score_codex":0.00005004478,"about_ca_system_score_gemma":0.000025352992,"threshold_uncertainty_score":0.33127},"labels":[],"label_agreement":null},{"id":"W3157955075","doi":"","title":"A Secure Access Control Architecture for Multi-Tenancy Cloud Environments","year":2021,"lang":"en","type":"article","venue":"International Conference on Cloud Computing","topic":"Access Control and Trust","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"","keywords":"Multitenancy; Computer science; Architecture; Cloud computing; Access control; Computer network; Computer security; Distributed computing; Operating system; Software as a service; Software","score_opus":0.07721195970014208,"score_gpt":0.37564953850387234,"score_spread":0.29843757880373023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157955075","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11133595,0.00024373259,0.76723236,0.030694576,0.008242405,0.0012668242,0.00027728398,0.00024103766,0.08046582],"genre_scores_gemma":[0.99338955,0.000028061651,0.0015165756,0.0016181067,0.0017420416,0.0000308151,0.00003811466,0.000017104938,0.0016196361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814004,0.00016832151,0.00030466006,0.00045765075,0.0005319552,0.00039740495],"domain_scores_gemma":[0.9989085,0.0003322677,0.00021449421,0.00016592145,0.00025109446,0.00012773041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033825412,0.00018429634,0.00023557356,0.0000630082,0.00050725637,0.0004518874,0.0008377003,0.00012396088,0.00039554862],"category_scores_gemma":[0.0004294436,0.00017781618,0.00015303843,0.000108150576,0.00012358767,0.00014508335,0.00015113046,0.00027466944,0.000037141905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019764219,0.00041505377,0.007964286,0.000021331267,0.00030808157,0.00007020136,0.003323228,0.0021445027,0.00069174916,0.89814484,0.0006954915,0.086023614],"study_design_scores_gemma":[0.02028932,0.00030953332,0.029301524,0.0009981001,0.00019265489,0.000031780157,0.006036112,0.33020616,0.0018673086,0.10497671,0.5035419,0.0022489498],"about_ca_topic_score_codex":0.00020038341,"about_ca_topic_score_gemma":0.0006155019,"teacher_disagreement_score":0.8820536,"about_ca_system_score_codex":0.000116592026,"about_ca_system_score_gemma":0.00023875626,"threshold_uncertainty_score":0.72511333},"labels":[],"label_agreement":null},{"id":"W3195506235","doi":"","title":"Autonomic Management for Energy Efficient Data Centers","year":2015,"lang":"en","type":"article","venue":"International Conference on Cloud Computing","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Energy management; Energy (signal processing); Statistics","score_opus":0.09208099521076236,"score_gpt":0.3109240344210286,"score_spread":0.21884303921026627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195506235","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024306383,0.000027204933,0.91434443,0.004638617,0.005461853,0.00024891668,0.000015133553,0.00036896998,0.0505885],"genre_scores_gemma":[0.9690416,0.0000024671783,0.028296849,0.00097128784,0.0005805465,0.000010349552,0.000045652563,0.000016826843,0.0010344529],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976153,0.0000651351,0.0004113314,0.0009168642,0.00058466336,0.00040673255],"domain_scores_gemma":[0.9981618,0.00011845947,0.00021807598,0.0011205442,0.00021219862,0.00016890497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078190997,0.00023581537,0.00019517569,0.00021354872,0.00016152438,0.00044328315,0.004243011,0.000045666475,0.0000065231056],"category_scores_gemma":[0.00004353013,0.0002295652,0.000081152546,0.00016962139,0.00004074769,0.000033626184,0.0028450484,0.0001194444,0.000050388793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027400267,0.00014504469,0.00003483705,0.000008862118,0.00011139191,0.000017915621,0.0002432361,0.14608403,0.00000866437,0.7502054,0.007589618,0.09552363],"study_design_scores_gemma":[0.00090080086,0.000082904095,0.000083669634,0.000103686354,0.000008844181,0.000008082704,0.00016765282,0.9507665,0.00003907733,0.0037887106,0.04380345,0.00024664542],"about_ca_topic_score_codex":0.000049907758,"about_ca_topic_score_gemma":0.0000035588066,"teacher_disagreement_score":0.94473517,"about_ca_system_score_codex":0.0002287734,"about_ca_system_score_gemma":0.00007680914,"threshold_uncertainty_score":0.9361397},"labels":[],"label_agreement":null}]}