{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97830385,0.0001502423,0.016453227,0.00024606046,0.00009389341,0.0013646627,0.00031043583,0.0005733905,0.0025044072],"genre_scores_gemma":[0.9331953,0.00015590027,0.061257806,0.00024623095,0.000037228492,0.0021457677,0.0007184029,0.00011845008,0.0021248925],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99083406,0.005104274,0.0008880011,0.0010114788,0.0016967651,0.00046545576],"domain_scores_gemma":[0.94723415,0.0353752,0.0033635213,0.005996305,0.006981549,0.0010492601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009251526,0.00072949013,0.0003481448,0.0005218984,0.00064772443,0.001085862,0.0014899671,0.001349559,0.0024575233],"category_scores_gemma":[0.04375357,0.0003560143,0.0003872704,0.00074799807,0.0009169657,0.0012972066,0.0010703038,0.0011663924,0.000478991],"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":[0.033385146,0.097599156,0.082792796,0.0072207223,0.00067897973,0.001250644,0.019381538,0.096469045,0.3149097,0.016043907,0.014346874,0.31592152],"study_design_scores_gemma":[0.0068677915,0.07909223,0.10407165,0.0011140602,0.0009827815,0.0007927931,0.010054387,0.3299876,0.40131712,0.016833851,0.048436407,0.00044927443],"about_ca_topic_score_codex":0.0011579903,"about_ca_topic_score_gemma":0.0008930554,"teacher_disagreement_score":0.009251526,"about_ca_system_score_codex":0.00055437686,"about_ca_system_score_gemma":0.001082058,"threshold_uncertainty_score":0.048927307},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842907,0.0011802203,0.00774972,0.000401851,0.00026121616,0.00014743856,0.00031613695,0.0010740998,0.0045786113],"genre_scores_gemma":[0.9921554,0.00017366595,0.00641977,0.000045787252,0.000033152755,0.000033205473,0.00027395587,0.000078975405,0.0007861235],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99662966,0.0009976688,0.00037075847,0.00037062907,0.0009924643,0.0006387672],"domain_scores_gemma":[0.9756429,0.011564954,0.0011026445,0.0054522096,0.0050476245,0.0011895212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043043653,0.00058892864,0.00087492313,0.0012645231,0.0015676587,0.0024837141,0.0020610108,0.0011196971,0.0033073497],"category_scores_gemma":[0.021453395,0.00038761576,0.0007675568,0.0020065343,0.000970007,0.0051581454,0.0012896949,0.0008506305,0.00049552956],"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":[0.022820154,0.0026506071,0.053008612,0.0016860251,0.0011365045,0.0009559536,0.001633588,0.3914525,0.070444845,0.020659074,0.024306899,0.4092453],"study_design_scores_gemma":[0.0010695194,0.0031845623,0.02579455,0.00008098491,0.0005584011,0.00064569915,0.0029333548,0.92048955,0.025686067,0.012230614,0.0071509676,0.00017574089],"about_ca_topic_score_codex":0.010048754,"about_ca_topic_score_gemma":0.008014902,"teacher_disagreement_score":0.010048754,"about_ca_system_score_codex":0.0019313875,"about_ca_system_score_gemma":0.0029235194,"threshold_uncertainty_score":0.022763908},"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":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04926346,0.019915074,0.020803016,0.5591749,0.0038189364,0.00021912024,0.0006126718,0.00027241127,0.3459203],"genre_scores_gemma":[0.8177293,0.012968143,0.009653871,0.12233151,0.006604406,0.0004359041,0.00026020384,0.0001568016,0.029859915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9909991,0.0029254914,0.0004216176,0.0013305881,0.0030459994,0.001277177],"domain_scores_gemma":[0.94547045,0.036833826,0.005263627,0.003549533,0.006151879,0.0027307258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012691588,0.0004989852,0.0005835735,0.0027633274,0.0036793235,0.013472946,0.002732827,0.016989673,0.010238633],"category_scores_gemma":[0.033609897,0.00044763662,0.001360527,0.0021131157,0.014067456,0.0118608195,0.0029120701,0.012698754,0.0012575274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046352194,0.00012786136,0.0017673777,0.00008076869,0.000016721724,0.00011174634,0.00054401514,0.0006056057,0.0011050062,0.9571619,0.017185211,0.021247422],"study_design_scores_gemma":[0.00010113671,0.00016426429,0.009575683,0.0019872957,0.000050890147,0.00023889681,0.0017247368,0.005914417,0.0026510735,0.67065614,0.30679122,0.00014422843],"about_ca_topic_score_codex":0.017467296,"about_ca_topic_score_gemma":0.013339305,"teacher_disagreement_score":0.017467296,"about_ca_system_score_codex":0.007517505,"about_ca_system_score_gemma":0.0117811,"threshold_uncertainty_score":0.06712031},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12389877,0.0008205071,0.8405392,0.0016362926,0.00035335962,0.0009580303,0.00017151248,0.023663666,0.007958656],"genre_scores_gemma":[0.8690016,0.00026399054,0.12048838,0.00037067334,0.00007630494,0.00019427441,0.0002633453,0.00036945014,0.008972033],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970878,0.00036666164,0.0003094354,0.0003812262,0.0011655929,0.0006893834],"domain_scores_gemma":[0.99612075,0.00036255672,0.00034226218,0.0014941816,0.0010426234,0.00063767796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028775642,0.0006293164,0.00078803307,0.0011164173,0.0021617108,0.0045913938,0.0028168424,0.001525248,0.0031453737],"category_scores_gemma":[0.003207646,0.0007057196,0.0007454182,0.0007839369,0.0017363722,0.004496593,0.0051247277,0.0029113574,0.0009918886],"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":[0.004355817,0.0019135633,0.017513068,0.0006140467,0.00052256696,0.0026011905,0.004235171,0.09947751,0.19597065,0.23032476,0.040989224,0.4014825],"study_design_scores_gemma":[0.0001541562,0.0005346759,0.002504579,0.00007657896,0.00022774228,0.0006734538,0.0004127752,0.8797256,0.054615166,0.030734168,0.030147972,0.00019325492],"about_ca_topic_score_codex":0.00971976,"about_ca_topic_score_gemma":0.009609394,"teacher_disagreement_score":0.00971976,"about_ca_system_score_codex":0.0018588566,"about_ca_system_score_gemma":0.003415404,"threshold_uncertainty_score":0.019326389},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51487947,0.00271155,0.42372745,0.0027200996,0.0008133855,0.00023479873,0.00014511382,0.002236774,0.052531417],"genre_scores_gemma":[0.9928019,0.000096990334,0.0058750464,0.00005646853,0.00004562558,0.0000130406825,0.00002691527,0.000015211464,0.0010688215],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996537,0.000079529935,0.000022767961,0.00006119501,0.00009650509,0.000086321925],"domain_scores_gemma":[0.999546,0.00009178157,0.000054008324,0.00009274859,0.0001488203,0.000066684755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025953,0.00023939704,0.00031107815,0.00033611542,0.0008365059,0.0017520182,0.0007779804,0.00029530798,0.0018600984],"category_scores_gemma":[0.001047414,0.00015229666,0.00022084313,0.00031788103,0.0002811953,0.00097197515,0.0007639395,0.000519492,0.00017928335],"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":[0.00090443005,0.00085142686,0.016197866,0.00019452958,0.00031834637,0.00063115475,0.0005405615,0.38321215,0.05097907,0.104834735,0.019081911,0.4222538],"study_design_scores_gemma":[0.00004405453,0.00018742568,0.005563497,0.000024539224,0.000069799484,0.00018145505,0.00023991779,0.9440369,0.006270968,0.032474726,0.010883442,0.000023274184],"about_ca_topic_score_codex":0.0010178031,"about_ca_topic_score_gemma":0.0019963773,"teacher_disagreement_score":0.0018600984,"about_ca_system_score_codex":0.00054531667,"about_ca_system_score_gemma":0.00057438936,"threshold_uncertainty_score":0.0062226653},"labels":[],"label_agreement":null}]}