{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":42,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":42,"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":"f99615da1b4c","filters":{"venue":"ACM SIGOPS Operating Systems Review"}},"results":[{"id":"W2002671355","doi":"10.1145/1531793.1531804","title":"HASS","year":2009,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":220,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"","keywords":"Computer science; Profiling (computer programming); Scalability; Parallel computing; Oracle; Multi-core processor; Thread (computing); Scheduling (production processes); Workload; Distributed computing; Homogeneous; Operating system; Programming language; Mathematical optimization","authors":[{"name":"Daniel Shelepov","is_ca":true},{"name":"Juan Carlos Sáez","is_ca":false},{"name":"Stacey Jeffery","is_ca":true},{"name":"Alexandra Fedorova","is_ca":true},{"name":"N. Pérez","is_ca":true},{"name":"Zhi Huang","is_ca":true},{"name":"Sergey Blagodurov","is_ca":true},{"name":"Viren Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02937903326200061,"gpt":0.3051996701791999,"spread":0.2758206369171993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002139842,0.001005205,0.0006793063,0.002329397,0.001972304,0.004481531,0.002021875,0.001375392,0.2488775],"category_scores_gemma":[0.004975589,0.0005557656,0.0007860449,0.001914695,0.0006210393,0.003784469,0.00344595,0.001366686,0.1301153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638188,"about_ca_system_score_gemma":0.002712052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00392197,"about_ca_topic_score_gemma":0.004294687,"domain_scores_codex":[0.9978362,0.0002703077,0.0001651736,0.0004029412,0.0009768639,0.0003485089],"domain_scores_gemma":[0.9963704,0.0003551663,0.0001579167,0.001172881,0.001530169,0.0004133709],"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":[0.0007343441,0.0001585957,0.003062666,0.0005880077,0.000058539,0.0003691795,0.0004289875,0.001804005,0.00568457,0.07842765,0.4872797,0.4214037],"study_design_scores_gemma":[0.0000303191,0.00005316019,0.0006318615,0.00006843593,0.00001468145,0.0002078069,0.0001204749,0.001554198,0.002900108,0.006792869,0.9876087,0.00001742345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0133876,0.002743643,0.06881041,0.005540971,0.005462813,0.0006675549,0.01962846,0.03518945,0.8485691],"genre_scores_gemma":[0.1245803,0.002746988,0.06528972,0.003111069,0.001707092,0.0005567336,0.05527638,0.006505208,0.7402265],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2488775,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093406244","doi":"10.1145/1095809.1095826","title":"The taser intrusion recovery system","year":2005,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Computer security; Process (computing); Set (abstract data type); Intrusion; File system; Intrusion detection system; Operating system","authors":[{"name":"Ashvin Goel","is_ca":true},{"name":"Kenneth Po","is_ca":true},{"name":"Kamran Farhadi","is_ca":true},{"name":"Zheng Li","is_ca":true},{"name":"Eyal de Lara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02358958566077081,"gpt":0.2759263164955433,"spread":0.2523367308347725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002367512,0.001108904,0.001061522,0.00211113,0.0007009125,0.001793929,0.002479146,0.001120365,0.02380072],"category_scores_gemma":[0.007968464,0.0005764933,0.0008068109,0.0009820421,0.0005573207,0.003118895,0.002274972,0.001908591,0.01798085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007071097,"about_ca_system_score_gemma":0.001525214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655202,"about_ca_topic_score_gemma":0.001323336,"domain_scores_codex":[0.9977738,0.0003150271,0.0002249929,0.000386877,0.001094729,0.000204454],"domain_scores_gemma":[0.9962197,0.0006794524,0.0005320421,0.001292314,0.001042627,0.0002339881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001543006,0.0004397187,0.004900611,0.00079446,0.0003237169,0.0008283486,0.0005209279,0.009704069,0.0283246,0.01731682,0.5413892,0.3939145],"study_design_scores_gemma":[0.0005812799,0.0007403714,0.005137674,0.00020441,0.0003541077,0.002258337,0.0001814371,0.2022971,0.06243306,0.0194644,0.7060868,0.0002609683],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.0194096,0.001238298,0.1950313,0.001278704,0.000598917,0.001046831,0.00565653,0.7332612,0.04247862],"genre_scores_gemma":[0.4299773,0.003292813,0.3702267,0.004131034,0.0009306366,0.001575311,0.04051365,0.01987718,0.1294755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02380072,"threshold_uncertainty_score":0.07962137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004973297","doi":"10.1145/1272998.1273026","title":"Adaptive control of virtualized resources in utility computing environments","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Testbed; Virtualization; Provisioning; Quality of service; Resource (disambiguation); Distributed computing; Resource allocation; Virtual machine; Data center; Resource management (computing); Operating system; Cloud computing; Computer network","authors":[{"name":"Pradeep Padala","is_ca":false},{"name":"Kang G. Shin","is_ca":false},{"name":"Xiaoyun Zhu","is_ca":false},{"name":"Mustafa Uysal","is_ca":false},{"name":"Zhikui Wang","is_ca":false},{"name":"Sharad Singhal","is_ca":false},{"name":"Arif Merchant","is_ca":false},{"name":"Kenneth Salem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02290598634471172,"gpt":0.2700093000341637,"spread":0.247103313689452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000761345,0.0003347375,0.0003246267,0.0002221934,0.0002793949,0.0009372249,0.0006394848,0.0002394365,0.0004703088],"category_scores_gemma":[0.002085973,0.0001803914,0.0001415503,0.0002213476,0.0007463422,0.0006550811,0.0005016479,0.0003754676,0.00008539412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007059883,"about_ca_system_score_gemma":0.0005503317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005255006,"about_ca_topic_score_gemma":0.003207632,"domain_scores_codex":[0.9995381,0.0001503878,0.00001752801,0.00008787306,0.0001258017,0.00008031527],"domain_scores_gemma":[0.999203,0.000413173,0.0001371023,0.00008221664,0.0001178076,0.00004666193],"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":[0.0001460062,0.00005643463,0.001103704,0.000045327,0.00002460186,0.0001349315,0.0001504829,0.9208474,0.01719038,0.01592701,0.0005356246,0.0438381],"study_design_scores_gemma":[0.00000994344,0.00003089232,0.0002789727,0.000002630358,0.000005378949,0.00001176339,0.00001367174,0.9939001,0.001973562,0.003186453,0.0005802522,0.00000633098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2029494,0.0003986174,0.7913975,0.0002032625,0.00005891022,0.000061094,0.00002212045,0.001095294,0.003813979],"genre_scores_gemma":[0.9894513,0.00009398387,0.009820617,0.00002337867,0.00001050856,0.00001903162,0.000008674766,0.00001549478,0.0005569717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005255006,"threshold_uncertainty_score":0.01044887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991357793","doi":"10.1145/1531793.1531803","title":"Enhancing operating system support for multicore processors by using hardware performance monitoring","year":2009,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Cache; Multi-core processor; Embedded system; Parallel computing; Cache coherence; Operating system; Performance improvement; Partition (number theory); Cache algorithms; CPU cache","authors":[{"name":"Reza Azimi","is_ca":true},{"name":"David Tam","is_ca":true},{"name":"Livio Soares","is_ca":true},{"name":"Michael Stumm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03729692855806344,"gpt":0.3160645469774517,"spread":0.2787676184193883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080356,0.0005668352,0.0003756767,0.0007468179,0.000287466,0.001221915,0.001327966,0.0004860827,0.001876486],"category_scores_gemma":[0.006308058,0.0003912268,0.0003666173,0.0008035448,0.0003684431,0.00237481,0.0008960873,0.001656616,0.0007384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642106,"about_ca_system_score_gemma":0.001253383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078944,"about_ca_topic_score_gemma":0.001132703,"domain_scores_codex":[0.9987826,0.0002211021,0.0001080074,0.0001602866,0.0006112671,0.0001168339],"domain_scores_gemma":[0.9930667,0.00205793,0.0008783925,0.001819643,0.001909452,0.000267904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004154237,0.000329286,0.01189593,0.001568989,0.0002046891,0.0002316008,0.0005013742,0.02983437,0.1369415,0.0221481,0.01664539,0.7792833],"study_design_scores_gemma":[0.0002312356,0.001485914,0.03211064,0.000612464,0.0005041467,0.001241928,0.0002022846,0.4723123,0.1673282,0.01919884,0.3045386,0.0002333887],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1996281,0.01891373,0.7095257,0.003575686,0.0008265128,0.0003069262,0.0002913199,0.03200928,0.03492282],"genre_scores_gemma":[0.6901535,0.007946378,0.2894693,0.0009943773,0.0006114948,0.0001964313,0.0007089858,0.001592874,0.008326598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002080356,"threshold_uncertainty_score":0.01100206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105528199","doi":"10.1145/1165389.945463","title":"Implementing an untrusted operating system on trusted hardware","year":2003,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Operating system; Embedded system; Trusted Computing; Trusted Platform Module; Embedded operating system; Context (archaeology); Memory protection; Architecture; Direct Anonymous Attestation; Context switch; Computer hardware; Virtual memory; Software; Memory management; Overlay","authors":[{"name":"David Lie","is_ca":true},{"name":"Chandramohan A. Thekkath","is_ca":false},{"name":"Mark Horowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05117373143572124,"gpt":0.3171586654917876,"spread":0.2659849340560663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003085414,0.000448375,0.0004727201,0.0005841397,0.0006657845,0.001893402,0.00177944,0.0006307933,0.001413497],"category_scores_gemma":[0.01060105,0.000649853,0.0005593264,0.0003878551,0.00147451,0.004006052,0.001958688,0.001759892,0.0008030923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008810288,"about_ca_system_score_gemma":0.002054287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068682,"about_ca_topic_score_gemma":0.0008011524,"domain_scores_codex":[0.9957067,0.001177572,0.000302139,0.0002752059,0.002026862,0.0005114942],"domain_scores_gemma":[0.9911378,0.001957439,0.001027551,0.004216454,0.00143144,0.0002292817],"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":[0.002249097,0.0005918413,0.01991219,0.001016113,0.0003808997,0.002213287,0.003220691,0.1890635,0.1857723,0.2253066,0.008727878,0.3615455],"study_design_scores_gemma":[0.0003451791,0.001186611,0.00345153,0.0003130678,0.0002882759,0.0009676521,0.0002966964,0.6977476,0.2165563,0.03185642,0.04687845,0.0001123169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4136006,0.001001017,0.5607339,0.0006258092,0.0002949047,0.0003081773,0.00005586478,0.009418928,0.01396092],"genre_scores_gemma":[0.8347155,0.0006116692,0.1604746,0.0001183136,0.00007416101,0.0001026933,0.00007945049,0.000453123,0.003370526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003085414,"threshold_uncertainty_score":0.01631743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206520537","doi":"10.1145/1272998.1273004","title":"Thread clustering","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Thread (computing); Multithreading; Operating system; Cache; Embedded system; Multiprocessing; Parallel computing","authors":[{"name":"David Tam","is_ca":true},{"name":"Reza Azimi","is_ca":true},{"name":"Michael Stumm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03575724683578499,"gpt":0.3182898578670638,"spread":0.2825326110312788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001506707,0.0008851379,0.00121648,0.001891304,0.001939945,0.002567211,0.002073923,0.0009390072,0.01501062],"category_scores_gemma":[0.00411694,0.0006449057,0.001210646,0.002548298,0.0004571649,0.00171183,0.001972192,0.001146767,0.009870088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129181,"about_ca_system_score_gemma":0.002235283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275777,"about_ca_topic_score_gemma":0.003643194,"domain_scores_codex":[0.9979091,0.0002499472,0.0001920862,0.0006315868,0.0006757269,0.0003415266],"domain_scores_gemma":[0.99765,0.0002182472,0.000122776,0.001005596,0.0007948615,0.0002086495],"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":[0.0009721212,0.0003032813,0.008336638,0.0006902611,0.0003055507,0.0001877332,0.0008147396,0.0344322,0.03090413,0.07325935,0.06952915,0.7802649],"study_design_scores_gemma":[0.0003488309,0.0003823482,0.005518402,0.0001443087,0.0002616246,0.0007039338,0.0004300546,0.4210549,0.05478902,0.1146103,0.4016245,0.0001317686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0384542,0.002278842,0.9018868,0.0004082132,0.001008933,0.001315944,0.001040451,0.01457596,0.03903069],"genre_scores_gemma":[0.2873231,0.001365324,0.6309637,0.000510231,0.0003673465,0.002029871,0.005769075,0.003069248,0.06860208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01501062,"threshold_uncertainty_score":0.05021554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968632081","doi":"10.1145/1368506.1368518","title":"Remote detection of virtual machine monitors with fuzzy benchmarking","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Advanced Micro Devices (Canada)","funders":"Oak Ridge Institute for Science and Education; VMware; U.S. Department of Homeland Security","keywords":"Benchmarking; Computer science; Operating system; Fuzzy logic; Virtual machine; Hypervisor; Embedded system; Heuristics; The Internet; Real-time computing; Virtualization; Cloud computing; Artificial intelligence","authors":[{"name":"Jason Franklin","is_ca":false},{"name":"Mark Luk","is_ca":false},{"name":"Jonathan M. McCune","is_ca":false},{"name":"Arvind Seshadri","is_ca":false},{"name":"Adrian Perrig","is_ca":false},{"name":"Leendert van Doorn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.018165022701074,"gpt":0.2389417029883063,"spread":0.2207766802872323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003553777,0.0006786327,0.0009529468,0.001298288,0.0004924968,0.001197226,0.001871798,0.001184288,0.0004225679],"category_scores_gemma":[0.01704463,0.0003578005,0.0005948404,0.001024515,0.001067954,0.001685817,0.001249745,0.001439367,0.0001067479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009783314,"about_ca_system_score_gemma":0.0006983817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002594469,"about_ca_topic_score_gemma":0.001582697,"domain_scores_codex":[0.9969872,0.001049524,0.0001119374,0.0004813673,0.001153812,0.0002162619],"domain_scores_gemma":[0.9882789,0.007126537,0.002276065,0.0008813625,0.001171257,0.000265923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000672518,0.0003311405,0.03307081,0.0002121081,0.0002146961,0.0005992341,0.0004094831,0.6267437,0.02244303,0.02457885,0.00119545,0.289529],"study_design_scores_gemma":[0.00001098932,0.00009323722,0.002227365,0.00001066632,0.00001635813,0.0001059702,0.00003140653,0.9852728,0.00456786,0.007420257,0.00022469,0.00001834625],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2187001,0.0007905382,0.7769418,0.0004408591,0.00004822346,0.00006475996,0.00003501049,0.000590151,0.00238858],"genre_scores_gemma":[0.9377403,0.0001298334,0.06164066,0.0000671534,0.00003409234,0.00002101059,0.00002708535,0.00001632675,0.0003236535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003553777,"threshold_uncertainty_score":0.01879442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161185769","doi":"10.1145/1740390.1740394","title":"The case for a versatile storage system","year":2010,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of Chicago","keywords":"Computer science; Scalability; Bottleneck; Software deployment; Distributed computing; Computer data storage; Node (physics); Scale (ratio); Converged storage; Embedded system; Information repository; Operating system","authors":[{"name":"Samer Al-Kiswany","is_ca":true},{"name":"Abdullah Gharaibeh","is_ca":true},{"name":"Matei Ripeanu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02564111703438308,"gpt":0.2957139233546717,"spread":0.2700728063202886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006397089,0.0005391368,0.0006545946,0.0009735186,0.003693744,0.008658004,0.003372951,0.006720092,0.01208361],"category_scores_gemma":[0.01359116,0.0007868861,0.0006363756,0.001247645,0.006168945,0.03007391,0.007347506,0.005937122,0.004046976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969218,"about_ca_system_score_gemma":0.002690349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164213,"about_ca_topic_score_gemma":0.001758075,"domain_scores_codex":[0.9957449,0.0009772786,0.0001973936,0.0008504309,0.001426892,0.000803043],"domain_scores_gemma":[0.9868811,0.003471101,0.0006039953,0.004448245,0.00263359,0.001961884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001669446,0.00006891484,0.001923093,0.0003080928,0.00002891346,0.0008514592,0.0009016905,0.003571462,0.005761418,0.8836379,0.05723333,0.04554671],"study_design_scores_gemma":[0.00008536385,0.0001910609,0.001872159,0.0003749206,0.0000508433,0.002886986,0.001933354,0.01924644,0.004314567,0.4267312,0.5421681,0.0001448258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1329626,0.02068449,0.2561759,0.2907146,0.005345904,0.0004205032,0.0008609457,0.00354598,0.289289],"genre_scores_gemma":[0.8459471,0.007702516,0.08377364,0.0152479,0.002796824,0.0005289249,0.000393079,0.0009626074,0.04264731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01208361,"threshold_uncertainty_score":0.04042375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121474533","doi":"10.1145/1165389.945452","title":"Decentralized user authentication in a global file system","year":2003,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":36,"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; SSH File Transfer Protocol; Authentication (law); Email authentication; Authentication protocol; Server; Authentication server; Internet Authentication Service; Access control; Network File System; File server; Torrent file; Chip Authentication Program; Self-certifying File System; Computer access control; Computer security; File system; Challenge-Handshake Authentication Protocol; Computer network; Operating system; Computer file; Stub file","authors":[{"name":"Michael Kaminsky","is_ca":false},{"name":"George Savvides","is_ca":true},{"name":"David Mazières","is_ca":false},{"name":"M. Frans Kaashoek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02206365978432245,"gpt":0.2935727824131349,"spread":0.2715091226288124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003365562,0.0002668445,0.0008516415,0.001102114,0.00184201,0.002506848,0.0009687708,0.001274788,0.00360102],"category_scores_gemma":[0.006022223,0.0004466362,0.0005090699,0.00112651,0.002418828,0.007340342,0.003634759,0.001157984,0.001392807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350568,"about_ca_system_score_gemma":0.001558556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727126,"about_ca_topic_score_gemma":0.001386007,"domain_scores_codex":[0.9975586,0.0007356618,0.0001351639,0.0004994618,0.0006688588,0.0004021391],"domain_scores_gemma":[0.9942074,0.001478817,0.0004696932,0.002731797,0.0007296441,0.0003827431],"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":[0.001159532,0.0002726089,0.01272711,0.0003552164,0.0001186341,0.00108044,0.003103563,0.1331786,0.03171364,0.5090734,0.0156078,0.2916095],"study_design_scores_gemma":[0.0004002136,0.0006023427,0.008841593,0.0001209593,0.0001676688,0.001401901,0.0008249963,0.5302086,0.02008471,0.3481511,0.08899862,0.0001973021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2628392,0.00151332,0.6928846,0.001565829,0.0001218552,0.0002867339,0.0001828093,0.005514737,0.03509097],"genre_scores_gemma":[0.9336667,0.0003665873,0.05815957,0.0001796018,0.0001005919,0.0001179707,0.0001378859,0.0001259285,0.00714508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00360102,"threshold_uncertainty_score":0.01779902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242639259","doi":"10.1145/1272998.1273021","title":"Comparing the performance of web server architectures","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Operating system; Thread (computing); Server; Web server; Server farm; Client–server model; The Internet","authors":[{"name":"David Pariag","is_ca":true},{"name":"Tim Brecht","is_ca":true},{"name":"Ashif S. Harji","is_ca":true},{"name":"Peter A. Buhr","is_ca":true},{"name":"Amol Shukla","is_ca":true},{"name":"David R. Cheriton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02368993863506329,"gpt":0.2600142886168444,"spread":0.2363243499817811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003435424,0.001525246,0.001244811,0.003130093,0.001006771,0.002653678,0.002630265,0.001307919,0.002652361],"category_scores_gemma":[0.01164286,0.0008433573,0.0007162075,0.003814396,0.0007163112,0.003632262,0.001610691,0.001367602,0.001401966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502949,"about_ca_system_score_gemma":0.001223307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003913076,"about_ca_topic_score_gemma":0.002335812,"domain_scores_codex":[0.993407,0.001191803,0.000742702,0.0007866761,0.002878323,0.0009934756],"domain_scores_gemma":[0.9905102,0.002943363,0.0003789738,0.001596186,0.003889123,0.0006821554],"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":[0.007414365,0.00328099,0.08522678,0.002023699,0.001172864,0.001029462,0.001215792,0.4218061,0.1497682,0.008893074,0.01598003,0.3021886],"study_design_scores_gemma":[0.000431819,0.004620348,0.07846361,0.0001305942,0.0003808943,0.0006727575,0.001572862,0.7459425,0.1487545,0.004348926,0.01443183,0.0002492567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652286,0.001218214,0.01551236,0.0002211129,0.000241042,0.0002027232,0.0005830737,0.006104852,0.01068802],"genre_scores_gemma":[0.9789267,0.0006361743,0.01545361,0.00009561511,0.00007878614,0.0001464702,0.001849803,0.0006560958,0.002156771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003913076,"threshold_uncertainty_score":0.01816845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976381927","doi":"10.1145/1842733.1842747","title":"Accurate offline synchronization of distributed traces using kernel-level events","year":2010,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Polytechnique Montréal; Defence Research and Development Canada","keywords":"Computer science; Tracing; Timestamp; Synchronization (alternating current); TRACE (psycholinguistics); Distributed computing; Kernel (algebra); Time synchronization; Real-time computing; Parallel computing; Algorithm; Computer network; Channel (broadcasting); Operating system","authors":[{"name":"Benjamin Poirier","is_ca":true},{"name":"Robert J. Le Roy","is_ca":true},{"name":"Michel Dagenais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04547080925856184,"gpt":0.3157422685817634,"spread":0.2702714593232015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002030016,0.0008057262,0.000933103,0.001570965,0.0006163747,0.00175355,0.001461729,0.0006878856,0.001264043],"category_scores_gemma":[0.01754284,0.0004404565,0.0002428845,0.001362925,0.0006049396,0.00234705,0.001719913,0.001528159,0.0008257668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006759072,"about_ca_system_score_gemma":0.001466874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692921,"about_ca_topic_score_gemma":0.00147989,"domain_scores_codex":[0.9964311,0.0007354551,0.0002678871,0.0007139439,0.001628527,0.000223099],"domain_scores_gemma":[0.9836056,0.004716376,0.001810131,0.006804619,0.002631154,0.000432028],"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":[0.001577704,0.0004749968,0.03618209,0.0004460216,0.0002067506,0.0003106493,0.001413798,0.09273691,0.1953582,0.01541864,0.003859075,0.6520151],"study_design_scores_gemma":[0.0001533171,0.0007281194,0.01392456,0.00009806616,0.00008635659,0.0004036298,0.0004004796,0.7646847,0.1928467,0.01524669,0.01133219,0.00009517015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1043538,0.0002634724,0.8866743,0.0001148705,0.00008599515,0.00009995345,0.000241363,0.006696917,0.001469298],"genre_scores_gemma":[0.7899868,0.000229611,0.2071282,0.00003565523,0.00006319254,0.0001078197,0.0006436671,0.0004967256,0.001308316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002030016,"threshold_uncertainty_score":0.01073587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007625919","doi":"10.1145/1368506.1368520","title":"Passive network forensics","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"NetFlow; Computer science; Variety (cybernetics); Identification (biology); Host (biology); TRACE (psycholinguistics); Digital forensics; Computer security; Network forensics; Data mining; Data science; Artificial intelligence","authors":[{"name":"John McHugh","is_ca":true},{"name":"Ron McLeod","is_ca":true},{"name":"Vagishwari Nagaonkar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03067394605598123,"gpt":0.2564264059399822,"spread":0.2257524598840009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469469,0.0005459753,0.0004721862,0.003700403,0.001230395,0.001761565,0.001445218,0.00180642,0.003821821],"category_scores_gemma":[0.01050552,0.0002980829,0.0003158802,0.001678246,0.001356436,0.004180904,0.002060863,0.001097757,0.001491839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000604334,"about_ca_system_score_gemma":0.0006685497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005304643,"about_ca_topic_score_gemma":0.000494748,"domain_scores_codex":[0.9981092,0.0005302537,0.00007881714,0.000330554,0.0007754559,0.0001757242],"domain_scores_gemma":[0.9924653,0.002943216,0.00109575,0.002323353,0.0009900163,0.0001824213],"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":[0.0009288474,0.0004691392,0.03222882,0.001313204,0.0001814456,0.0046919,0.004988487,0.01106847,0.07148138,0.1731923,0.04442645,0.6550296],"study_design_scores_gemma":[0.0001281374,0.0008458196,0.04410258,0.002112053,0.0002442334,0.03200539,0.005909118,0.1392765,0.1746792,0.2147646,0.38562,0.0003124284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3128862,0.007670111,0.530412,0.004838417,0.001167735,0.0007123073,0.003161817,0.004416211,0.1347352],"genre_scores_gemma":[0.9102873,0.002930986,0.06740163,0.0008550402,0.0003345523,0.0002305669,0.001334421,0.0001909568,0.0164345],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003821821,"threshold_uncertainty_score":0.01305991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073582323","doi":"10.1145/1618525.1618538","title":"Towards better performance per watt in virtual environments on asymmetric single-ISA multi-core systems","year":2009,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Virtualization; Scheduling (production processes); Hypervisor; Distributed computing; Multi-core processor; Virtual machine; Performance metric; Power consumption; Computer multitasking; Embedded system; Operating system; Power (physics); Cloud computing","authors":[{"name":"Viren Kumar","is_ca":true},{"name":"Alexandra Fedorova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04105077542162851,"gpt":0.2666842614016169,"spread":0.2256334859799884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00159336,0.0004063838,0.0006516085,0.0009548886,0.0003969744,0.001589443,0.0008415587,0.0004622188,0.001116348],"category_scores_gemma":[0.004477948,0.0002649467,0.0002033221,0.00119261,0.000541043,0.002497082,0.0008390953,0.0005800997,0.0003577145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000677683,"about_ca_system_score_gemma":0.0005363827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009872034,"about_ca_topic_score_gemma":0.001711064,"domain_scores_codex":[0.9992152,0.0002703016,0.00003105471,0.0001026881,0.0002409437,0.0001396352],"domain_scores_gemma":[0.9984531,0.0006233078,0.0002279421,0.0002794873,0.0003049022,0.0001111915],"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":[0.001567795,0.0003257087,0.01146896,0.0002272792,0.00009244956,0.0002019187,0.000287717,0.5316573,0.1738266,0.02527536,0.002347114,0.2527218],"study_design_scores_gemma":[0.00004650961,0.000481229,0.007304151,0.00002408682,0.00003634796,0.0001659007,0.0002165462,0.9097878,0.06181487,0.01607913,0.004004637,0.00003875908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581734,0.001657301,0.1326252,0.0005091381,0.00005730399,0.00002132828,0.00004564475,0.0007835833,0.00612704],"genre_scores_gemma":[0.9793353,0.0002575283,0.01977195,0.00003366747,0.00001983793,0.000008360636,0.00003012779,0.00008606092,0.0004572289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00159336,"threshold_uncertainty_score":0.008426607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018164143","doi":"10.1145/2723872.2723879","title":"Conducting Repeatable Experiments and Fair Comparisons using 802.11n MIMO Networks","year":2015,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; MIMO; Wireless network; Computer engineering; Channel (broadcasting); Transmission (telecommunications); Wireless; Computer network; Telecommunications","authors":[{"name":"Ali Abedi","is_ca":true},{"name":"Andrew Heard","is_ca":true},{"name":"Tim Brecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2606260428016766,"gpt":0.3765192842156548,"spread":0.1158932414139782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1650938,0.00205475,0.002089725,0.00218499,0.00193459,0.00267084,0.004127119,0.00253436,0.003461268],"category_scores_gemma":[0.3351205,0.000902064,0.002535352,0.002400316,0.004336138,0.004366346,0.002371651,0.002748107,0.0005197991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551514,"about_ca_system_score_gemma":0.003118342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113264,"about_ca_topic_score_gemma":0.0009893422,"domain_scores_codex":[0.8013093,0.1589869,0.007401766,0.008744998,0.02162647,0.001930639],"domain_scores_gemma":[0.4694495,0.408473,0.04049383,0.05915881,0.02115741,0.001267461],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01533117,0.01028709,0.02873532,0.006123202,0.006569823,0.001128333,0.007417576,0.237105,0.03150585,0.2098199,0.01092588,0.4350508],"study_design_scores_gemma":[0.007770321,0.05487152,0.02546318,0.001620809,0.003105639,0.0008604111,0.003509702,0.4336174,0.08656787,0.3387067,0.04302698,0.0008793779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1076148,0.0007465399,0.8694295,0.0006255344,0.0007306653,0.01060326,0.0005294558,0.0009554657,0.008764816],"genre_scores_gemma":[0.4828404,0.0004940825,0.4795175,0.0005636067,0.0003234828,0.03422597,0.0002900842,0.0002495159,0.001495454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8349062,"threshold_uncertainty_score":0.8731099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984036659","doi":"10.1145/2421648.2421659","title":"Lockless multi-core high-throughput buffering scheme for kernel tracing","year":2012,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Tracing; Scalability; Kernel (algebra); Interrupt; Distributed computing; Parallel computing; Context switch; Synchronization (alternating current); Latency (audio); Context (archaeology); Operating system; Embedded system; Computer network","authors":[{"name":"Mathieu Desnoyers","is_ca":false},{"name":"Michel Dagenais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0794794799842234,"gpt":0.3338081209162694,"spread":0.254328640932046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009588837,0.0004807154,0.0005752085,0.001120094,0.0007858857,0.001160824,0.002995862,0.0004599807,0.001725232],"category_scores_gemma":[0.002687249,0.0003150474,0.000295641,0.0009302736,0.0006345983,0.001487132,0.001092289,0.0009162456,0.0004578042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647913,"about_ca_system_score_gemma":0.001511305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959148,"about_ca_topic_score_gemma":0.002345443,"domain_scores_codex":[0.999369,0.00009915481,0.00005586151,0.0001450157,0.0002273027,0.0001037475],"domain_scores_gemma":[0.9978948,0.0003169933,0.0002671393,0.0009405485,0.0004352946,0.000145159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001877445,0.0004265454,0.006587855,0.0006512551,0.0001618076,0.0002986997,0.0008884936,0.06660713,0.2792369,0.07406618,0.007474389,0.5617232],"study_design_scores_gemma":[0.0001853152,0.001091566,0.002359555,0.00007986245,0.0001746002,0.0005247384,0.00008914459,0.7317425,0.2247401,0.01547808,0.02341111,0.0001233807],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08076785,0.001293096,0.9058304,0.0001267959,0.0001450033,0.000178252,0.00008065338,0.008738256,0.002839768],"genre_scores_gemma":[0.7441483,0.0002399051,0.2525938,0.00009791256,0.00003886849,0.0001247755,0.0001134155,0.0002387541,0.002404265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002995862,"threshold_uncertainty_score":0.01195657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245247914","doi":"10.1145/1357010.1352598","title":"Parallax","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Converged storage; Snapshot (computer storage); Computer data storage; Virtualization; Storage virtualization; Architecture; Cache; Object storage; Temporal isolation among virtual machines; Operating system; Embedded system; Overhead (engineering); Information repository; Distributed computing; Computer hardware; Cloud computing","authors":[{"name":"Dutch T. Meyer","is_ca":true},{"name":"Gitika Aggarwal","is_ca":true},{"name":"Brendan Cully","is_ca":true},{"name":"Geoffrey Lefebvre","is_ca":true},{"name":"Michael J. Feeley","is_ca":true},{"name":"Norman C. Hutchinson","is_ca":true},{"name":"Andrew Warfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05334419736686036,"gpt":0.2971492869363381,"spread":0.2438050895694777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007219256,0.0007612848,0.0005808538,0.001007053,0.001279725,0.002982266,0.001934878,0.0007258436,0.04815773],"category_scores_gemma":[0.001830934,0.0004583753,0.0003561908,0.001327319,0.00054442,0.004175616,0.002924765,0.001527862,0.02105617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216014,"about_ca_system_score_gemma":0.001917204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00364933,"about_ca_topic_score_gemma":0.003335418,"domain_scores_codex":[0.9992388,0.00006178516,0.00002551148,0.0001602301,0.0003799809,0.0001337111],"domain_scores_gemma":[0.9986914,0.0001631956,0.00008524338,0.0003539162,0.0004840894,0.0002222103],"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":[0.001555695,0.0001865074,0.002093025,0.0008564309,0.00004865513,0.0004457314,0.0005784531,0.001670665,0.02487729,0.04041841,0.567004,0.3602651],"study_design_scores_gemma":[0.0002056187,0.0002569533,0.002321195,0.0001021231,0.00003714076,0.000737352,0.000131268,0.00658895,0.01103953,0.006359879,0.9721582,0.00006181946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05143615,0.01299487,0.137497,0.004661337,0.002395091,0.001072008,0.01048826,0.1542677,0.6251875],"genre_scores_gemma":[0.2993159,0.01115706,0.1211967,0.002891123,0.001004412,0.001009694,0.03327846,0.01066899,0.5194776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04815773,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035541386","doi":"10.1145/1368506.1368511","title":"Reconstructing system state for intrusion analysis","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Preprocessor; Audit; Audit trail; State (computer science); Intrusion detection system; Task (project management); Data mining; Real-time computing; Programming language","authors":[{"name":"Ashvin Goel","is_ca":true},{"name":"Kamran Farhadi","is_ca":true},{"name":"Kenneth Po","is_ca":true},{"name":"Wu-chang Feng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03297405863305988,"gpt":0.2685270866011555,"spread":0.2355530279680957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165237,0.0009860538,0.0007336799,0.002662661,0.0006542444,0.001512971,0.0008556291,0.0006624167,0.004040366],"category_scores_gemma":[0.008796944,0.0005878931,0.0007212987,0.001486676,0.0006718161,0.002905089,0.001018019,0.001525539,0.001567725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008585075,"about_ca_system_score_gemma":0.001396518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106809,"about_ca_topic_score_gemma":0.002539758,"domain_scores_codex":[0.9989572,0.0002387272,0.00006994144,0.0001915552,0.0004541207,0.00008853155],"domain_scores_gemma":[0.995876,0.001150688,0.0003853939,0.00189935,0.0005974899,0.0000910985],"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":[0.0005512963,0.0002609811,0.01847793,0.0004472889,0.0001402625,0.0006242381,0.0007931028,0.1309806,0.07105034,0.03369954,0.01106282,0.7319117],"study_design_scores_gemma":[0.00002066813,0.0001499379,0.003755912,0.00005723375,0.0000501414,0.0003421664,0.0002000987,0.9030974,0.04619921,0.03294396,0.01313463,0.00004860678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04828124,0.0005942592,0.9338411,0.0003905403,0.00008960145,0.0001605665,0.0009404703,0.01271492,0.002987215],"genre_scores_gemma":[0.4889807,0.000757675,0.5048796,0.00006991705,0.00005658018,0.0001882794,0.00222932,0.0005783765,0.002259508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004040366,"threshold_uncertainty_score":0.01351637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206676904","doi":"10.1145/1218063.1217937","title":"Fireflies","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":14,"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":"PlanetLab; Computer science; Scalability; Computer network; Protocol (science); Set (abstract data type); Distributed computing; Intrusion; Operating system","authors":[{"name":"Håvard D. Johansen","is_ca":false},{"name":"André Allavena","is_ca":true},{"name":"Robbert van Renesse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0161561308848781,"gpt":0.2634790050626419,"spread":0.2473228741777638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371647,0.001112806,0.0006616842,0.001330803,0.0008892302,0.001657237,0.002576286,0.001217803,0.03056118],"category_scores_gemma":[0.002956103,0.0006282919,0.0009107249,0.000799893,0.0005339389,0.002643877,0.001989872,0.002041912,0.02337438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020308,"about_ca_system_score_gemma":0.001187261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004979555,"about_ca_topic_score_gemma":0.005624529,"domain_scores_codex":[0.9992294,0.00008481918,0.00003378533,0.0001167475,0.0004121147,0.0001230603],"domain_scores_gemma":[0.9989434,0.0002215555,0.00006692901,0.0002384736,0.0003199552,0.0002096641],"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":[0.001206969,0.0004033227,0.002195916,0.000962093,0.0001060201,0.0003721455,0.0004391285,0.008289068,0.01944792,0.03865233,0.5674096,0.3605155],"study_design_scores_gemma":[0.0002013015,0.0002381354,0.0009750319,0.0001283433,0.00004612236,0.0003910809,0.00005209782,0.0183346,0.00802444,0.00750623,0.9640159,0.0000867934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02682547,0.009432223,0.2632368,0.004902344,0.003623663,0.001780153,0.008433006,0.3336334,0.3481329],"genre_scores_gemma":[0.1308832,0.0104668,0.34177,0.004535116,0.0009861571,0.001776716,0.03915355,0.04067368,0.4297547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03056118,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033937100","doi":"10.1145/2433140.2433151","title":"A framework to compute statistics of system parameters from very large trace files","year":2013,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Granularity; TRACE (psycholinguistics); Hierarchy; Interval (graph theory); Architecture; Data mining; Theoretical computer science; Algorithm; Operating system","authors":[{"name":"Naser Ezzati‐Jivan","is_ca":true},{"name":"Michel Dagenais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02782303016432894,"gpt":0.2784168744414443,"spread":0.2505938442771154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002644643,0.001676999,0.001782321,0.004819964,0.0009949977,0.003362607,0.003452357,0.001277845,0.002493031],"category_scores_gemma":[0.01317883,0.0009440032,0.001272991,0.003943461,0.001157989,0.005590805,0.002641195,0.002599679,0.002083145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527139,"about_ca_system_score_gemma":0.00241635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008569662,"about_ca_topic_score_gemma":0.005829417,"domain_scores_codex":[0.9977062,0.0002419853,0.0002204976,0.0003753939,0.001312473,0.0001435103],"domain_scores_gemma":[0.9940801,0.002237497,0.0005395631,0.001800839,0.001086922,0.0002550771],"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":[0.0004736985,0.0004191796,0.009076408,0.0006148739,0.0003748607,0.0005095374,0.0005171401,0.262602,0.03002315,0.1245825,0.02528509,0.5455215],"study_design_scores_gemma":[0.00005900277,0.0001317465,0.001795381,0.00006595581,0.00005094998,0.0003764216,0.0001159167,0.89674,0.01467863,0.06346145,0.02239645,0.0001280908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001270962,0.0001137418,0.9914922,0.00008330151,0.00002144444,0.00006602909,0.0004662178,0.006241182,0.0002449505],"genre_scores_gemma":[0.09748248,0.0003976625,0.8961862,0.000136766,0.0001086594,0.0004382045,0.003689753,0.0007153356,0.0008449812],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008569662,"threshold_uncertainty_score":0.01703954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243536737","doi":"10.1145/1272998.1273009","title":"Melange","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource","funders":"","keywords":"Computer science; Network packet; Computer network; Code (set theory); Operating system; Programming language; Set (abstract data type)","authors":[{"name":"Anil Madhavapeddy","is_ca":true},{"name":"Alex Ho","is_ca":false},{"name":"Tim Deegan","is_ca":true},{"name":"David Scott","is_ca":true},{"name":"Ripduman Sohan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02637091501732259,"gpt":0.3008734253978055,"spread":0.274502510380483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008255359,0.0008107917,0.0004598099,0.002072728,0.001114953,0.002849013,0.001390122,0.001295897,0.2898126],"category_scores_gemma":[0.003805062,0.000551123,0.0004720872,0.001139011,0.0006283548,0.003415849,0.003928826,0.001306868,0.1684655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009638913,"about_ca_system_score_gemma":0.00111574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002225998,"about_ca_topic_score_gemma":0.002970784,"domain_scores_codex":[0.9991466,0.0001258749,0.00005067582,0.0002271202,0.0003276465,0.0001221571],"domain_scores_gemma":[0.9986979,0.0002544149,0.00008542134,0.0004233996,0.0003208022,0.0002180056],"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":[0.0004435947,0.0000889316,0.001487977,0.0005980064,0.00002584266,0.0003960547,0.0006356179,0.0008125801,0.007354321,0.06859079,0.4508908,0.4686756],"study_design_scores_gemma":[0.000009608829,0.0000174299,0.0003254057,0.0000653811,0.000004501472,0.0001969295,0.00004665057,0.0002879654,0.001347191,0.00292789,0.9947606,0.00001048978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01083783,0.005136809,0.05127656,0.005643422,0.00219943,0.0002961923,0.01006916,0.05513432,0.8594063],"genre_scores_gemma":[0.05091431,0.003697092,0.03234725,0.001752162,0.000354733,0.0004112931,0.01243045,0.01119947,0.8868933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2898126,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982353170","doi":"10.1145/1773912.1773932","title":"Analyzing blocking to debug performance problems on multi-core systems","year":2010,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Debugging; Tracing; TRACE (psycholinguistics); Instrumentation (computer programming); Blocking (statistics); Slowness; Process (computing); Embedded system; Spectrum analyzer; Distributed computing; Real-time computing; Operating system; Telecommunications; Computer network","authors":[{"name":"Pierre-Marc Fournier","is_ca":true},{"name":"Michel Dagenais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04218703734981857,"gpt":0.3011835440033832,"spread":0.2589965066535646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364129,0.0006508901,0.0003771781,0.002046869,0.0004081274,0.0006466133,0.0007934005,0.0004087866,0.001210882],"category_scores_gemma":[0.008108811,0.000365585,0.0002792141,0.001230519,0.0005100916,0.001382469,0.0006916951,0.0008878189,0.0002779817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007237807,"about_ca_system_score_gemma":0.001196523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003471406,"about_ca_topic_score_gemma":0.003418884,"domain_scores_codex":[0.9987129,0.0003538431,0.00006132352,0.0001360441,0.0005800584,0.0001559279],"domain_scores_gemma":[0.9926667,0.004015935,0.0009595605,0.001062542,0.001112861,0.0001824902],"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":[0.0007684613,0.0004865579,0.09950047,0.0008546059,0.0002030627,0.0008542355,0.002246733,0.145843,0.2585215,0.01691798,0.004661873,0.4691415],"study_design_scores_gemma":[0.000067507,0.0005493665,0.03045758,0.00007415473,0.0001494529,0.0007098878,0.0005456629,0.7978992,0.1516324,0.00930705,0.008545644,0.00006215063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.580376,0.001238376,0.4052444,0.0002152192,0.00007313502,0.0001402703,0.0001927903,0.009105535,0.003414269],"genre_scores_gemma":[0.8583277,0.0003960488,0.1391004,0.00004660371,0.0000150209,0.00006306257,0.000259569,0.0005660701,0.001225384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003471406,"threshold_uncertainty_score":0.007214308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254325038","doi":"10.1145/1357010.1352620","title":"Itrustpage","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Phishing; Computer science; False positive paradox; Automation; World Wide Web; Computer security; False positives and false negatives; Internet privacy; The Internet; Artificial intelligence; Engineering","authors":[{"name":"Troy Ronda","is_ca":true},{"name":"Stefan Saroiu","is_ca":true},{"name":"Alec Wolman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04596051882530987,"gpt":0.26949806565528,"spread":0.2235375468299701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002686405,0.002303204,0.001174441,0.002893889,0.001269076,0.00389216,0.003160924,0.002247028,0.03643424],"category_scores_gemma":[0.01659523,0.00188451,0.001670961,0.002563559,0.001230333,0.008402419,0.004861755,0.004004952,0.04496051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007437632,"about_ca_system_score_gemma":0.00147786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920614,"about_ca_topic_score_gemma":0.001368945,"domain_scores_codex":[0.9959085,0.0004919454,0.0003379284,0.0008260469,0.001878758,0.0005568537],"domain_scores_gemma":[0.987174,0.003046712,0.001415331,0.004899352,0.002606214,0.0008582532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001827863,0.0004674171,0.01357063,0.001333937,0.0002177301,0.001858233,0.002266871,0.00205969,0.01199292,0.01488225,0.6816058,0.2679167],"study_design_scores_gemma":[0.0002384777,0.0007787599,0.01015768,0.0003910876,0.0001727307,0.003659282,0.0002789273,0.02226966,0.0335117,0.01108922,0.9171123,0.0003402135],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.02451343,0.00185286,0.09125485,0.001059765,0.001238656,0.0007744257,0.01028459,0.7850943,0.08392719],"genre_scores_gemma":[0.3704567,0.004234847,0.1285174,0.00431782,0.001618967,0.001490276,0.07938118,0.2352812,0.1747016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03643424,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166986506","doi":"10.1145/3469379.3469381","title":"A Deeper Dive into Pattern-Aware Subgraph Exploration with PEREGRINE","year":2021,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Scalability; Graph; Reuse; Theoretical computer science; Computation; Semantics (computer science); Key (lock); Pattern matching; Data mining; Artificial intelligence; Algorithm; Programming language; Database","authors":[{"name":"Kasra Jamshidi","is_ca":true},{"name":"Keval Vora","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02257123520308827,"gpt":0.2612624367902642,"spread":0.238691201587176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672453,0.0008720808,0.0008480355,0.0013015,0.0006319688,0.002275388,0.003174915,0.001038838,0.00540759],"category_scores_gemma":[0.006409786,0.0009332667,0.001462045,0.001973768,0.001413687,0.01039327,0.002145867,0.002546364,0.001460823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009266267,"about_ca_system_score_gemma":0.001472346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460348,"about_ca_topic_score_gemma":0.007276456,"domain_scores_codex":[0.9983348,0.0005173918,0.0000976513,0.0003624897,0.0005181278,0.0001694184],"domain_scores_gemma":[0.9957956,0.001728503,0.0001882902,0.001943178,0.0002462068,0.00009828902],"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":[0.0006478509,0.0005466643,0.006459338,0.001104362,0.0002580627,0.0003086204,0.001141767,0.05529452,0.04068146,0.1548487,0.03249073,0.7062179],"study_design_scores_gemma":[0.000235783,0.0005779941,0.002466135,0.000348361,0.0001858035,0.001180538,0.0006183952,0.5154231,0.05094152,0.2983034,0.129578,0.0001409723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05388345,0.002929545,0.9108504,0.003740397,0.0001197196,0.0001375062,0.00051045,0.0179588,0.009869734],"genre_scores_gemma":[0.1511323,0.001347856,0.8400521,0.000826475,0.00005637503,0.00009545124,0.0009642257,0.001708574,0.003816721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00540759,"threshold_uncertainty_score":0.01809025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092137580","doi":"10.1145/2506164.2506174","title":"Multi-core systems modeling for formal verification of parallel algorithms","year":2013,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Computer science; Compiler; Scheduling (production processes); Synchronization (alternating current); Parallel computing; Architecture; Model checking; Distributed computing; Programming language","authors":[{"name":"Mathieu Desnoyers","is_ca":false},{"name":"Paul E. McKenney","is_ca":false},{"name":"Michel Dagenais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0831146336243668,"gpt":0.3230903012116129,"spread":0.2399756675872461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002271918,0.00110373,0.0006362779,0.0009230333,0.0007668436,0.001880967,0.002430954,0.001283886,0.006288695],"category_scores_gemma":[0.004814258,0.0007388502,0.001982438,0.0008894209,0.001782693,0.002528233,0.001932604,0.003206832,0.001643821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635424,"about_ca_system_score_gemma":0.002566563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004138753,"about_ca_topic_score_gemma":0.00430671,"domain_scores_codex":[0.9984155,0.0005935773,0.000137232,0.0001444715,0.0005855786,0.000123709],"domain_scores_gemma":[0.9978873,0.0009789298,0.0002036086,0.0005923562,0.0002919603,0.00004581828],"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":[0.00001514668,0.00004097005,0.00021527,0.0001964351,0.00002480011,0.0001205933,0.0001878224,0.1521715,0.003597069,0.8246462,0.001499709,0.01728445],"study_design_scores_gemma":[0.00002076706,0.0000365428,0.0001117013,0.0001225121,0.00002401947,0.00007879511,0.00005852368,0.6353105,0.003706342,0.3138381,0.0466722,0.000019918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001302961,0.000258856,0.9927201,0.0002111402,0.00005334729,0.0001048863,0.00008646082,0.0003922245,0.004869984],"genre_scores_gemma":[0.1040568,0.001315112,0.88419,0.0003278219,0.0001585585,0.001251813,0.0005013235,0.0004858543,0.007712699],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006288695,"threshold_uncertainty_score":0.02103782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009777616","doi":"10.1145/1131322.1131333","title":"K42","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Scalability; Implementation; Modular design; Flexibility (engineering); Distributed computing; Resource (disambiguation); Computer architecture; Rapid prototyping; Embedded system; Operating system; Software engineering; Computer network; Engineering","authors":[{"name":"Dilma Da Silva","is_ca":false},{"name":"Orran Krieger","is_ca":false},{"name":"Robert W. Wisniewski","is_ca":false},{"name":"Amos Waterland","is_ca":false},{"name":"David Tam","is_ca":true},{"name":"Andrew Baumann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02022846015978077,"gpt":0.2788179462156452,"spread":0.2585894860558645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001788358,0.0008597259,0.0008252957,0.00153574,0.001345005,0.002689433,0.002279535,0.00103339,0.07003998],"category_scores_gemma":[0.005826591,0.0007151687,0.0007518202,0.001786824,0.000542302,0.003792864,0.003035775,0.001505851,0.07151838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009371682,"about_ca_system_score_gemma":0.004250018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935525,"about_ca_topic_score_gemma":0.00366477,"domain_scores_codex":[0.9980472,0.0002045361,0.0001376812,0.0002648318,0.001052504,0.0002932408],"domain_scores_gemma":[0.9952343,0.00043392,0.0002430587,0.001349302,0.002211634,0.0005277333],"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":[0.0007863732,0.0001608513,0.002124697,0.001004151,0.00009348227,0.0002284013,0.0003053525,0.003732413,0.01384478,0.03821861,0.6322349,0.307266],"study_design_scores_gemma":[0.0001341858,0.0001601396,0.002486772,0.0001111504,0.00004149293,0.0004258902,0.00007898281,0.01577847,0.007180615,0.009270973,0.9642301,0.0001012695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01797902,0.004038956,0.2803617,0.00200831,0.00176251,0.001625369,0.01431306,0.2226675,0.4552435],"genre_scores_gemma":[0.18832,0.006667953,0.2972414,0.002623143,0.0007043656,0.002960031,0.07025555,0.03728485,0.3939427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.92996,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042229197","doi":"10.1145/2506164.2506175","title":"Our troubles with Linux Kernel upgrades and why you should care","year":2013,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Linux kernel; Unix; Kernel (algebra); Operating system; DECIPHER; Code (set theory); System call; Source code; Programming language; Software; Set (abstract data type)","authors":[{"name":"Ashif S. Harji","is_ca":true},{"name":"Peter A. Buhr","is_ca":true},{"name":"Tim Brecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03581859355599922,"gpt":0.2745977484272973,"spread":0.2387791548712981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03001324,0.0007894266,0.0007186116,0.00130909,0.003080845,0.006179646,0.002510696,0.005427358,0.004259017],"category_scores_gemma":[0.106055,0.0007228126,0.0008554412,0.001654545,0.006000197,0.0126411,0.002208746,0.01551153,0.006518496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098407,"about_ca_system_score_gemma":0.004029095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009608844,"about_ca_topic_score_gemma":0.007566474,"domain_scores_codex":[0.9757661,0.005996575,0.002061232,0.00292309,0.01201057,0.001242542],"domain_scores_gemma":[0.9065928,0.02213841,0.00639514,0.01301167,0.04529498,0.006566928],"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":[0.0001078578,0.0001027607,0.005510991,0.0006967659,0.00007240014,0.0004966339,0.003024537,0.0003127908,0.00232375,0.01369488,0.7020959,0.2715607],"study_design_scores_gemma":[0.00006366556,0.0002841405,0.009571873,0.00101782,0.00006853037,0.001857733,0.003414365,0.0005015905,0.002173481,0.01470392,0.9661421,0.0002007592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0169162,0.06540258,0.02884253,0.8222295,0.03919761,0.0001271348,0.0002002079,0.004148494,0.02293578],"genre_scores_gemma":[0.2252652,0.06891685,0.05608024,0.5398319,0.03676707,0.0003922393,0.0006641779,0.006029095,0.06605336],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03001324,"threshold_uncertainty_score":0.158727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3148494124","doi":"10.1145/1218063.1217961","title":"Evaluating network processing efficiency with processor partitioning and asynchronous I/O","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Packet processing; Asynchronous communication; Multi-core processor; Porting; Multiprocessing; Embedded system; Network processor; Operating system; Network packet; Network interface; Computer network; Software","authors":[{"name":"Tim Brecht","is_ca":true},{"name":"Ganesh Janakiraman","is_ca":false},{"name":"Brian Lynn","is_ca":false},{"name":"Vikram A. Saletore","is_ca":false},{"name":"Yoshio Turner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02793711213114862,"gpt":0.3117113404314646,"spread":0.283774228300316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009989743,0.0008729804,0.0003729492,0.0007623266,0.0004046296,0.0006713847,0.0009032738,0.0003932201,0.0006723756],"category_scores_gemma":[0.005235168,0.0003291822,0.0002734697,0.001031466,0.0004492473,0.001401423,0.0005070362,0.0004971877,0.0002384171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005504925,"about_ca_system_score_gemma":0.0006294373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003537901,"about_ca_topic_score_gemma":0.002346196,"domain_scores_codex":[0.9987918,0.0002521568,0.0001214979,0.0002541173,0.0003853136,0.0001952237],"domain_scores_gemma":[0.9965556,0.001474692,0.0003904847,0.0006833485,0.0007374088,0.0001585741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006935548,0.003422263,0.0528254,0.0005276004,0.0002563391,0.0002798329,0.0004883254,0.3588399,0.347495,0.002054165,0.001623222,0.2252525],"study_design_scores_gemma":[0.0002132377,0.003629653,0.03307633,0.00001232174,0.0001434466,0.0001912371,0.0002240546,0.7619585,0.1984165,0.000861394,0.001211215,0.00006208109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730139,0.0001473262,0.02433029,0.00002722551,0.00002184292,0.0001202361,0.00008588289,0.0006468667,0.001606533],"genre_scores_gemma":[0.9780832,0.00006126866,0.02103866,0.00001758525,0.000007563624,0.00009084693,0.0001854377,0.00008078189,0.0004346175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003537901,"threshold_uncertainty_score":0.0070346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004436970","doi":"10.1145/1357010.1352603","title":"Application-level isolation and recovery with solitude","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Isolation (microbiology); Solitude; Process (computing); Intrusion detection system; Computer security; Overhead (engineering); File system; Operating system; Embedded system","authors":[{"name":"Shvetank Jain","is_ca":true},{"name":"Fareha Shafique","is_ca":true},{"name":"Vladan Djeric","is_ca":true},{"name":"Ashvin Goel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05075274199746783,"gpt":0.2748786609693119,"spread":0.2241259189718441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723271,0.0007707062,0.0006357094,0.001069552,0.0007095203,0.001539857,0.00243987,0.0007505807,0.003391346],"category_scores_gemma":[0.00545165,0.0005783684,0.0007254059,0.0005302406,0.001364696,0.003849874,0.004384865,0.002102218,0.002083234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000472558,"about_ca_system_score_gemma":0.001166334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006677063,"about_ca_topic_score_gemma":0.0006578583,"domain_scores_codex":[0.9979066,0.0002929613,0.0002106265,0.0003590714,0.0009392123,0.0002915419],"domain_scores_gemma":[0.9945638,0.0008018403,0.0005969624,0.003133532,0.0007025791,0.0002013758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001488689,0.0005899974,0.007561912,0.0009354988,0.0002462847,0.0008780353,0.001789404,0.03904949,0.1639538,0.06478723,0.02573964,0.6929801],"study_design_scores_gemma":[0.0002658123,0.00111978,0.004158233,0.0002324145,0.0002245419,0.002882429,0.0003527823,0.4001086,0.3761304,0.06279678,0.1514875,0.0002407281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04134138,0.001114687,0.9024023,0.0006697148,0.0001996537,0.0002524107,0.0001115093,0.04170942,0.01219892],"genre_scores_gemma":[0.6154221,0.0008093239,0.3603838,0.0009293814,0.0002308828,0.0002723884,0.0006079669,0.002413423,0.01893074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003391346,"threshold_uncertainty_score":0.01134521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255072796","doi":"10.1145/1168917.1168886","title":"Recording shared memory dependencies using strata","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Computer science; Debugging; Architecture; Stratum; Shared memory; Focus (optics); Layer (electronics); Operating system; Parallel computing; Programming language","authors":[{"name":"Satish Narayanasamy","is_ca":false},{"name":"Cristiano Pereira","is_ca":false},{"name":"Brad Calder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0380572137921652,"gpt":0.2882432819896118,"spread":0.2501860681974466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117569,0.0009394904,0.0007908014,0.003145495,0.000607933,0.001547896,0.001173685,0.0004893039,0.001722496],"category_scores_gemma":[0.006725856,0.0009003888,0.0005051314,0.002174382,0.0004819935,0.00347895,0.00176345,0.001038877,0.0007964711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006622018,"about_ca_system_score_gemma":0.001852364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005900641,"about_ca_topic_score_gemma":0.01144716,"domain_scores_codex":[0.9985229,0.0002362562,0.0001983854,0.0002247615,0.0006857365,0.0001319247],"domain_scores_gemma":[0.9911663,0.001499578,0.001583967,0.004417867,0.001070808,0.0002614712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001643131,0.0003398999,0.1233331,0.0007957573,0.0003031126,0.001077626,0.004624674,0.03659195,0.09390749,0.03317348,0.01457329,0.6896365],"study_design_scores_gemma":[0.0001958135,0.0009126585,0.06602847,0.0002146808,0.000466943,0.001746657,0.001229917,0.5267136,0.2262182,0.0597958,0.1160017,0.0004756525],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3171396,0.002176065,0.6057663,0.0003614835,0.0001795451,0.0003777441,0.003838829,0.0616204,0.008540078],"genre_scores_gemma":[0.7444717,0.000762044,0.2474865,0.0001031539,0.00005100264,0.0002566307,0.002306247,0.0007787874,0.003783826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005900641,"threshold_uncertainty_score":0.01173264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254905260","doi":"10.1145/1272998.1273000","title":"JIT instrumentation","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Instrumentation (computer programming); x86; Computer science; Debugging; Operating system; Profiling (computer programming); Embedded system; Linux kernel; Computer hardware; Software","authors":[{"name":"Marek Olszewski","is_ca":true},{"name":"Keir Mierle","is_ca":true},{"name":"Adam Czajkowski","is_ca":true},{"name":"Angela Demke Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02852908696458277,"gpt":0.3162919382443155,"spread":0.2877628512797327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208363,0.001282213,0.0009252129,0.0008093555,0.0009985095,0.001870384,0.002642324,0.0009374419,0.009932864],"category_scores_gemma":[0.01349109,0.000882873,0.0008280211,0.0006952315,0.001240716,0.00283898,0.002880459,0.002018564,0.004455047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556551,"about_ca_system_score_gemma":0.001750793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00082189,"about_ca_topic_score_gemma":0.0009028788,"domain_scores_codex":[0.9955971,0.0006502303,0.0003141573,0.0006998051,0.002205659,0.0005331066],"domain_scores_gemma":[0.9854969,0.003358045,0.0008601986,0.007993791,0.002004442,0.0002865869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001210319,0.0005141248,0.01943172,0.001983722,0.0002899259,0.0009306813,0.001659186,0.02290826,0.1758718,0.03327359,0.08098018,0.6609465],"study_design_scores_gemma":[0.0002947487,0.001413283,0.01955029,0.0003969123,0.0003457661,0.002069136,0.0003181012,0.2171198,0.3521161,0.03585503,0.3702496,0.0002711798],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07237219,0.001492753,0.7009559,0.0008682985,0.0009157652,0.0007583936,0.0009430767,0.190304,0.03138976],"genre_scores_gemma":[0.672415,0.001195276,0.2761068,0.001597537,0.0004068808,0.0008717754,0.002472353,0.0181112,0.02682333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009932864,"threshold_uncertainty_score":0.03322875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005416371","doi":"10.1145/1218063.1217945","title":"Database replication policies for dynamic content applications","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Replica; Replication (statistics); Benchmark (surveying); Database; Distributed computing; Server; Latency (audio); Operating system","authors":[{"name":"Gokul Soundararajan","is_ca":true},{"name":"Cristiana Amza","is_ca":true},{"name":"Ashvin Goel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04818245925714655,"gpt":0.3239170964062907,"spread":0.2757346371491442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006980795,0.0004107411,0.0005882372,0.000862206,0.001373733,0.002613168,0.002357017,0.0008937386,0.0013519],"category_scores_gemma":[0.01989439,0.0005196101,0.0003295873,0.0010286,0.0008054643,0.002834541,0.001378913,0.001008753,0.0007258457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731672,"about_ca_system_score_gemma":0.002502856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018633,"about_ca_topic_score_gemma":0.001543069,"domain_scores_codex":[0.9944404,0.00183126,0.0005807506,0.0008273384,0.001872978,0.0004471485],"domain_scores_gemma":[0.9799892,0.005760575,0.001783651,0.007558317,0.004216903,0.0006913672],"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":[0.001799143,0.0006949882,0.01312776,0.0006808158,0.0001802904,0.0006493404,0.001542116,0.2619684,0.1190588,0.182689,0.02162619,0.3959832],"study_design_scores_gemma":[0.0002822148,0.000574723,0.003591817,0.00009681789,0.0001345017,0.001099181,0.0006538176,0.8507529,0.04698586,0.05004773,0.04564401,0.0001364086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2338807,0.003451333,0.7405236,0.001408602,0.0003507671,0.0005634936,0.0002797741,0.004332373,0.01520934],"genre_scores_gemma":[0.8813669,0.0007013047,0.1136591,0.0001820798,0.0001520678,0.0001945487,0.0002615042,0.0002767495,0.003205795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006980795,"threshold_uncertainty_score":0.0369184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243827353","doi":"10.1145/1218063.1217969","title":"URICA","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Adaptation (eye); Content adaptation; Mobile device; Multimedia; Human–computer interaction; Fidelity; Bandwidth (computing); World Wide Web; Ubiquitous computing; Computer network; Telecommunications","authors":[{"name":"Iqbal Mohomed","is_ca":true},{"name":"Jim Chengming Cai","is_ca":true},{"name":"Eyal de Lara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04060085066111734,"gpt":0.3605419894159165,"spread":0.3199411387547992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002219055,0.001531236,0.001391656,0.002200024,0.001416466,0.004867131,0.003626861,0.00187748,0.1189165],"category_scores_gemma":[0.008773111,0.00106189,0.001217849,0.001870372,0.0007398415,0.004934786,0.004991618,0.002158378,0.1062412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200603,"about_ca_system_score_gemma":0.002061338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385876,"about_ca_topic_score_gemma":0.003641508,"domain_scores_codex":[0.9971737,0.0005119755,0.0001822982,0.0006102049,0.001188262,0.0003335321],"domain_scores_gemma":[0.9967648,0.0005134561,0.000172385,0.001192225,0.0009888583,0.0003683079],"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":[0.001488408,0.000331893,0.00229034,0.001097883,0.0001701652,0.0004880033,0.0007773515,0.002600894,0.01501547,0.04355654,0.5477942,0.3843889],"study_design_scores_gemma":[0.0001395138,0.0001474308,0.001166101,0.0001682818,0.00005889004,0.0004249163,0.0001025748,0.01362385,0.007970916,0.01289578,0.9632135,0.00008823648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.009562518,0.004349041,0.2288943,0.001762705,0.001356472,0.001405784,0.01666605,0.421313,0.3146901],"genre_scores_gemma":[0.1269414,0.004442122,0.29329,0.003096414,0.0007596173,0.002829133,0.08979671,0.08536941,0.3934752],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1189165,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618644177","doi":"10.1145/2626401.2626414","title":"File systems deserve verification too!","year":2014,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Correctness; Modular design; Component (thermodynamics); Implementation; File system; Programming language; Set (abstract data type); Operating system","authors":[{"name":"Gabriele Keller","is_ca":false},{"name":"Toby Murray","is_ca":false},{"name":"Sidney Amani","is_ca":false},{"name":"Liam O’Connor","is_ca":false},{"name":"Zilin Chen","is_ca":false},{"name":"Leonid Ryzhyk","is_ca":true},{"name":"Gerwin Klein","is_ca":false},{"name":"Gernot Heiser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0368236343944123,"gpt":0.2816071645961751,"spread":0.2447835302017628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008404911,0.0006366295,0.0005888217,0.0009558903,0.001834642,0.005295865,0.001703551,0.002927429,0.008770946],"category_scores_gemma":[0.03166431,0.0006250386,0.0008779997,0.0008049779,0.007417158,0.01817002,0.002748704,0.005671643,0.005533847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172269,"about_ca_system_score_gemma":0.003490932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035594,"about_ca_topic_score_gemma":0.001642729,"domain_scores_codex":[0.9913676,0.001722817,0.000496942,0.0008685167,0.005135266,0.0004087358],"domain_scores_gemma":[0.95715,0.01721912,0.002138321,0.01342593,0.009336713,0.0007299505],"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":[0.0001085913,0.00004540763,0.003802397,0.001529162,0.0001146853,0.0005744456,0.00129263,0.003071942,0.009484811,0.5772567,0.0882213,0.3144979],"study_design_scores_gemma":[0.00004162345,0.0001217964,0.001728832,0.0009196008,0.00007052017,0.00225826,0.000816398,0.00498499,0.01290784,0.3584605,0.6175849,0.000104747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02602799,0.0469358,0.6804402,0.1662855,0.008785187,0.0001952842,0.0009335762,0.009887051,0.06050941],"genre_scores_gemma":[0.4570253,0.04389807,0.4059446,0.027274,0.005061754,0.0002263483,0.001822094,0.00469862,0.0540492],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008770946,"threshold_uncertainty_score":0.04444993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141579240","doi":"10.1145/2331576.2331587","title":"mTags","year":2012,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Microkernel; Overhead (engineering); Distributed computing; Operating system; Inter-process communication; Variety (cybernetics); Code (set theory); Legacy system; Embedded system; Software; Programming language","authors":[{"name":"Augusto Born de Oliveira","is_ca":true},{"name":"Ahmad Saif Ur Rehman","is_ca":true},{"name":"Sebastian Fischmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03250573237540436,"gpt":0.2966290566855078,"spread":0.2641233243101034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516935,0.0005431937,0.0004475773,0.0007913276,0.001037522,0.002435861,0.002547601,0.0009713193,0.01245122],"category_scores_gemma":[0.004998807,0.0004067171,0.0005654462,0.0006892722,0.0009593149,0.00447213,0.002891523,0.001665905,0.007843879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253364,"about_ca_system_score_gemma":0.001472828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395215,"about_ca_topic_score_gemma":0.002440833,"domain_scores_codex":[0.998208,0.0003020205,0.0001762477,0.0003383047,0.0007528041,0.0002226009],"domain_scores_gemma":[0.9946277,0.0009212843,0.0003167365,0.00291376,0.0009449127,0.0002757802],"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":[0.0006629169,0.0003655836,0.006747573,0.0007509225,0.00009625062,0.0005570057,0.0009488776,0.01394194,0.0275672,0.1637778,0.119225,0.665359],"study_design_scores_gemma":[0.00009532974,0.0003466166,0.001966252,0.0001696615,0.0001217692,0.0009127154,0.0003089565,0.07509945,0.04300518,0.08405062,0.7937982,0.0001251938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04065344,0.001626297,0.8336341,0.001510379,0.001884397,0.0005437755,0.0008981123,0.07967894,0.03957061],"genre_scores_gemma":[0.3930205,0.001398302,0.4874987,0.002660462,0.0008931344,0.0005753728,0.004848974,0.01036838,0.09873629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01245122,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230890328","doi":"10.1145/1272998.1273018","title":"Secure file system versioning at the block level","year":2007,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Operating system; File system; Virtual file system; Stub file; Unix file types; Versioning file system; Self-certifying File System; Software versioning; File Control Block; SSH File Transfer Protocol; Kernel (algebra); sysfs; Computer file; Database; Linux kernel; Computer security; Software","authors":[{"name":"Jake Wires","is_ca":true},{"name":"Michael J. Feeley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03936023523260051,"gpt":0.2875078219079759,"spread":0.2481475866753754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002221736,0.0002704541,0.0004542256,0.00077142,0.000584695,0.002979818,0.00104409,0.0005831787,0.004128099],"category_scores_gemma":[0.01014011,0.0003980178,0.0003649234,0.0007090525,0.000960821,0.005172008,0.001775992,0.001255703,0.003009635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007103271,"about_ca_system_score_gemma":0.001215787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287443,"about_ca_topic_score_gemma":0.0006947311,"domain_scores_codex":[0.997917,0.0002787805,0.0003004595,0.0003406682,0.000917137,0.0002458651],"domain_scores_gemma":[0.9804482,0.00201639,0.0008498226,0.01455709,0.00185808,0.0002702935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001180717,0.000214568,0.02689877,0.0005285955,0.0001186865,0.0004950683,0.002058993,0.01304485,0.1026629,0.09290005,0.01610377,0.7437929],"study_design_scores_gemma":[0.0002509217,0.001266685,0.02635666,0.0004130708,0.0002799103,0.005108734,0.0003943161,0.1024852,0.3268189,0.08624312,0.4500178,0.00036463],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2541082,0.004050598,0.6693923,0.0008412799,0.0003943263,0.0006326932,0.001351809,0.02887716,0.04035168],"genre_scores_gemma":[0.8493796,0.002082767,0.1291827,0.0001897943,0.0002333755,0.000148414,0.001457855,0.001600285,0.01572512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004128099,"threshold_uncertainty_score":0.01380986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073761305","doi":"10.1145/1740390.1740398","title":"SelfTalk for Dena","year":2010,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; ENCODE; Conjunction (astronomy); Human–computer interaction","authors":[{"name":"Saeed Ghanbari","is_ca":true},{"name":"Gokul Soundararajan","is_ca":true},{"name":"Cristiana Amza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01782953816987386,"gpt":0.2958220418627152,"spread":0.2779925036928413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004146321,0.001269537,0.0008601525,0.00111791,0.001104834,0.004212277,0.004410337,0.001814644,0.05090888],"category_scores_gemma":[0.01242753,0.001522964,0.001596896,0.0007389375,0.001644149,0.009692865,0.006926282,0.005583464,0.03205295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117648,"about_ca_system_score_gemma":0.001786551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388131,"about_ca_topic_score_gemma":0.001575943,"domain_scores_codex":[0.9956001,0.001191997,0.0004539028,0.0006611264,0.001682856,0.0004100402],"domain_scores_gemma":[0.9930754,0.002949398,0.0005650437,0.00201407,0.0008493007,0.000546798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006869454,0.0002719256,0.002030373,0.001516236,0.00009149274,0.0005296888,0.001554926,0.003342988,0.01422635,0.3533818,0.2759606,0.3464066],"study_design_scores_gemma":[0.0000557875,0.00005420755,0.0003393803,0.0001966602,0.00002897305,0.0004331485,0.00006201304,0.006590878,0.005570802,0.05063089,0.9359843,0.0000528762],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003231814,0.001815933,0.7645532,0.002259767,0.001299714,0.000330312,0.001623248,0.158265,0.06662096],"genre_scores_gemma":[0.07980958,0.003238587,0.7171757,0.006823487,0.001416389,0.00191274,0.009031099,0.09380618,0.0867862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05090888,"threshold_uncertainty_score":0.1703072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230565771","doi":"10.1145/1353535.1346301","title":"Predictor virtualization","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Virtualization; Memory hierarchy; Cache; Table (database); Operating system; Chip; Embedded system; Parallel computing; Database","authors":[{"name":"Ioana Burcea","is_ca":true},{"name":"Stephen Somogyi","is_ca":false},{"name":"Andreas Moshovos","is_ca":true},{"name":"Babak Falsafi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03768280026804617,"gpt":0.2854043638973564,"spread":0.2477215636293102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006842887,0.0005658714,0.0005676695,0.0003497335,0.0004267374,0.001434523,0.001813455,0.0003414273,0.006509945],"category_scores_gemma":[0.003153021,0.0004292365,0.0003902897,0.0005152519,0.0003967919,0.002101452,0.001706311,0.001353496,0.001920194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004886987,"about_ca_system_score_gemma":0.001824916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312575,"about_ca_topic_score_gemma":0.001503564,"domain_scores_codex":[0.9992441,0.0001472388,0.00004879521,0.0001116209,0.0002888572,0.0001593562],"domain_scores_gemma":[0.9984226,0.0003997738,0.00009965465,0.000756205,0.000223121,0.00009857502],"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":[0.001676469,0.0004568574,0.01610554,0.0006558612,0.0002973874,0.0007209646,0.0005534299,0.1331152,0.08259173,0.1325945,0.07562232,0.5556096],"study_design_scores_gemma":[0.0001496521,0.0005599844,0.00297612,0.0001001447,0.0001773516,0.0007200569,0.0001662663,0.6305463,0.144791,0.03818993,0.1814996,0.0001235247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1303546,0.003512728,0.7867868,0.0008693588,0.0008093668,0.0002396665,0.001106584,0.04484792,0.03147295],"genre_scores_gemma":[0.8466722,0.002001586,0.1293622,0.0005509765,0.0002225202,0.0002785088,0.001934941,0.001405605,0.01757145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006509945,"threshold_uncertainty_score":0.02177787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252503621","doi":"10.1145/1168917.1168908","title":"A probabilistic pointer analysis for speculative optimizations","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","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 Toronto","funders":"","keywords":"Pointer analysis; Computer science; Pointer (user interface); Abstract interpretation; Optimizing compiler; Compiler; Correctness; Probabilistic logic; Test suite; Static analysis; Theoretical computer science; Algorithm; Programming language; Parallel computing; Test case; Artificial intelligence","authors":[{"name":"Jeff Da Silva","is_ca":true},{"name":"J. Gregory Steffan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02762760743139822,"gpt":0.2985828050386919,"spread":0.2709551976072936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001921626,0.0009625596,0.0008101777,0.00261941,0.00122758,0.00157034,0.001739546,0.00093682,0.002334597],"category_scores_gemma":[0.01280842,0.0009359652,0.001094082,0.002165481,0.001335065,0.003653092,0.001470837,0.001958482,0.0007350006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337894,"about_ca_system_score_gemma":0.003303856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355462,"about_ca_topic_score_gemma":0.003183882,"domain_scores_codex":[0.9981001,0.0004436238,0.00009023998,0.0002795527,0.0009781721,0.0001083559],"domain_scores_gemma":[0.9953278,0.002451693,0.0004419552,0.0009575629,0.0007628877,0.00005794841],"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":[0.0001857721,0.00007912576,0.004176775,0.0001642704,0.00008070854,0.00009942915,0.0001767918,0.3936667,0.01353935,0.271597,0.004765484,0.3114685],"study_design_scores_gemma":[0.000007059111,0.00002558596,0.0003191945,0.00001476953,0.00002262796,0.00003722458,0.00000804177,0.9316897,0.002778001,0.0627128,0.002363945,0.00002103381],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006167164,0.0001837784,0.9911996,0.000161155,0.00001963961,0.00003116129,0.00006947101,0.001270934,0.0008971083],"genre_scores_gemma":[0.2840681,0.0004975849,0.7119936,0.0001829793,0.000136849,0.0001961802,0.000232131,0.0004969208,0.002195642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00355462,"threshold_uncertainty_score":0.01016265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401560365","doi":"10.1145/3689051.3689059","title":"Is Bare-metal I/O Performance with User-defined Storage Drives Inside VMs Possible? Benchmarking libvfio-user vs. Common Storage Virtualization Configurations","year":2024,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Advanced Data Storage Technologies","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":"McGill University","funders":"","keywords":"Benchmarking; Virtualization; Storage virtualization; Computer science; Operating system; Business; Cloud computing","authors":[{"name":"Sebastián Rolón","is_ca":true},{"name":"Oana Balmau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02191274013662737,"gpt":0.2800678232548425,"spread":0.2581550831182151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446249,0.0004981526,0.0006463766,0.001005065,0.0005106294,0.003438303,0.002610052,0.0007737922,0.004350335],"category_scores_gemma":[0.00704326,0.0003448465,0.0003944327,0.001507467,0.0007222376,0.005076644,0.001085693,0.0007310142,0.002656302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008438239,"about_ca_system_score_gemma":0.00134844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140793,"about_ca_topic_score_gemma":0.002504689,"domain_scores_codex":[0.9979898,0.0002254983,0.0001007254,0.0002439865,0.0007980806,0.0006419428],"domain_scores_gemma":[0.996804,0.0004455313,0.0001988835,0.0007709115,0.001496201,0.0002845249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00520102,0.001087357,0.03239119,0.005578254,0.0005995446,0.0004545792,0.001038266,0.02364436,0.1813897,0.03647156,0.08700366,0.6251405],"study_design_scores_gemma":[0.0003735934,0.008380366,0.05155051,0.001492163,0.0007305429,0.001449736,0.002607882,0.06275639,0.3851277,0.02185241,0.4634304,0.0002483533],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7557017,0.04432327,0.03815312,0.00455465,0.001441872,0.0002200202,0.00137365,0.008250969,0.1459808],"genre_scores_gemma":[0.962347,0.01041858,0.01307955,0.0006004776,0.0002640226,0.00007647915,0.001804937,0.001046137,0.01036283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004350335,"threshold_uncertainty_score":0.01455331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023407106","doi":"10.1145/384264.379242","title":"OS and compiler considerations in the design of the IA-64 architecture","year":2000,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Parallel Computing and Optimization Techniques","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":"Hewlett-Packard (Canada)","funders":"","keywords":"Computer science; Compiler; Instruction-level parallelism; Instruction set; Exploit; Computer architecture; Parallelism (grammar); Architecture; Addressing mode; Processor register; Pace; Parallel computing; Operating system; Instructions per cycle; Memory address","authors":[{"name":"Rumi Zahir","is_ca":false},{"name":"Jonathan Ross","is_ca":true},{"name":"Dale Morris","is_ca":true},{"name":"Drew Hess","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03610087911602625,"gpt":0.2915768462179201,"spread":0.2554759671018938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00162214,0.0003707296,0.0002621351,0.0005452735,0.0005705854,0.002197127,0.0005676678,0.0005840492,0.001712553],"category_scores_gemma":[0.00298763,0.0005713764,0.0003850478,0.0006933094,0.0007723192,0.002097129,0.0005877989,0.001934388,0.0007434227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446099,"about_ca_system_score_gemma":0.001803275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131988,"about_ca_topic_score_gemma":0.003424458,"domain_scores_codex":[0.9993725,0.0001784117,0.00006953628,0.00006413121,0.0002226211,0.00009270279],"domain_scores_gemma":[0.999116,0.0002671677,0.00008975306,0.0001113397,0.0003695532,0.00004611112],"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":[0.0006031799,0.00009443104,0.003918855,0.000698346,0.00005655354,0.0008598482,0.001274436,0.07103641,0.06814293,0.5353749,0.009803657,0.3081363],"study_design_scores_gemma":[0.0001752946,0.001130876,0.005332235,0.0006373885,0.0002977059,0.001369297,0.0009680477,0.1386342,0.06661619,0.2324763,0.5521968,0.000165796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1828395,0.01416795,0.6318971,0.01122326,0.002192697,0.0004088026,0.0002016032,0.003151841,0.1539173],"genre_scores_gemma":[0.5835071,0.004879016,0.3713814,0.002183911,0.0004734701,0.0003000245,0.0001274024,0.0007043708,0.03644341],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002197127,"threshold_uncertainty_score":0.008578777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004735398","doi":"10.1145/1400097.1400098","title":"Minding the gap","year":2008,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Brown University","keywords":"Computer science; Linux kernel; Pace; Kernel (algebra); Code (set theory); Data science; Operating system; Programming language; Set (abstract data type); Geography; Mathematics","authors":[{"name":"Muli Ben-Yehuda","is_ca":false},{"name":"Eric Van Hensbergen","is_ca":false},{"name":"Marc E. Fiuczynski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05957599743143653,"gpt":0.2790797768663977,"spread":0.2195037794349612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01054452,0.0008424256,0.00113473,0.002093834,0.005386667,0.01208699,0.002361194,0.01206309,0.0601518],"category_scores_gemma":[0.02754709,0.0003066699,0.0007208301,0.001401803,0.008373866,0.02590965,0.01123793,0.0183054,0.02399938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003832389,"about_ca_system_score_gemma":0.01200812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002230124,"about_ca_topic_score_gemma":0.00286251,"domain_scores_codex":[0.9953236,0.001328863,0.0002372745,0.0007994053,0.001390116,0.0009206689],"domain_scores_gemma":[0.9746159,0.01055549,0.0009158676,0.001478878,0.003734734,0.008699169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006422031,0.00005867088,0.0004692983,0.0004092797,0.00002270137,0.0002154487,0.001751662,0.0001043856,0.0002760734,0.1336494,0.7394943,0.1234845],"study_design_scores_gemma":[0.00000765924,0.00002339946,0.000348679,0.0005980073,0.000005140316,0.0002319743,0.001908853,0.00004938901,0.00006213099,0.07228966,0.9244629,0.00001215192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001284358,0.0478421,0.002307134,0.8925356,0.02571839,0.00001389088,0.0001646585,0.0001755467,0.02995835],"genre_scores_gemma":[0.05995603,0.09730741,0.004833014,0.7271228,0.05294641,0.0001117255,0.000461526,0.0005208426,0.05674029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0601518,"threshold_uncertainty_score":0.2012278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055411726","doi":"10.1145/506128.506129","title":"Overview of TOS","year":2000,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","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":"Brock University","funders":"","keywords":"Computer science; Software portability; Java; Operating system; Architecture; Server; Programming language; Software engineering; Embedded system","authors":[{"name":"Tyrone Nicholas","is_ca":true},{"name":"Jerzy A. Barchanski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0538582080480093,"gpt":0.3133215308964711,"spread":0.2594633228484618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002431617,0.0009402372,0.0005342973,0.005703211,0.001451368,0.004352572,0.002110132,0.001566936,0.04604584],"category_scores_gemma":[0.005211086,0.0005381079,0.0009693617,0.006164249,0.0007446908,0.006926571,0.002683357,0.00214816,0.02864366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875493,"about_ca_system_score_gemma":0.004273495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004199108,"about_ca_topic_score_gemma":0.003682246,"domain_scores_codex":[0.9973911,0.0003495263,0.0002658446,0.0003181434,0.001333657,0.0003417069],"domain_scores_gemma":[0.9966983,0.0004509935,0.0002007115,0.000493514,0.001664859,0.0004917429],"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":[0.0001358821,0.0001116753,0.001127616,0.001556199,0.00003042993,0.0001633393,0.0003000511,0.001950217,0.001899138,0.08907707,0.2677188,0.6359295],"study_design_scores_gemma":[0.000004475559,0.0000304694,0.0001716982,0.0001739599,0.00000923497,0.00019058,0.00005782452,0.0006139213,0.000312338,0.005164803,0.9932585,0.0000122928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006460777,0.07433985,0.2873433,0.01527442,0.01125087,0.001161659,0.004755768,0.02331241,0.576101],"genre_scores_gemma":[0.07064009,0.1623314,0.28936,0.01177863,0.009755965,0.001333644,0.02666887,0.009306164,0.4188251],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04604584,"threshold_uncertainty_score":0.1540387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}