{"meta":{"query_hash":"e87717c21566","filters":{"venue":"ACM SIGCOMM Computer Communication Review"},"cohort_total":45,"direct_labels_cover":0,"predictions_cover":45,"exported":45,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e87717c21566","api":"https://metacan.xera.ac/api/v1/cohort?venue=ACM+SIGCOMM+Computer+Communication+Review"},"results":[{"id":"W1966813352","doi":"10.1145/2096149.2096158","title":"Improving TCP performance in residential broadband networks","year":2012,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Computer science; Computer network; Asymmetric digital subscriber line; Bottleneck; The Internet; Queueing theory; Broadband; Access network; Digital subscriber line; Telecommunications","score_opus":0.017892784532879288,"score_gpt":0.2508982643009009,"score_spread":0.2330054797680216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966813352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6831571,0.008005014,0.26492113,0.0023309807,0.00031897103,0.00013708278,0.0001678062,0.0077993604,0.03316246],"genre_scores_gemma":[0.9835961,0.0008477223,0.014277259,0.00006587649,0.000121169214,0.00002052532,0.000047166766,0.00007682105,0.0009473639],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983266,0.0007263696,0.00006638235,0.00017100824,0.00043665653,0.00027298232],"domain_scores_gemma":[0.9957106,0.0017082882,0.00032863504,0.0006504288,0.0014103967,0.00019157068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025176983,0.00060410367,0.0006149494,0.0010992854,0.0011559185,0.0013591995,0.0015473452,0.0010303814,0.0015046821],"category_scores_gemma":[0.00954051,0.00036126844,0.00017469685,0.0014833369,0.00077131746,0.0021628118,0.0009773066,0.0007744296,0.00062448694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087157544,0.0007190495,0.014647646,0.00051860086,0.00010187966,0.0008694776,0.00072927936,0.4511761,0.059306115,0.02431164,0.018619454,0.42812914],"study_design_scores_gemma":[0.000042411797,0.00032795826,0.0034984997,0.00004564077,0.00007334094,0.00029598313,0.00021455031,0.9510722,0.025071252,0.011516427,0.007787687,0.00005401209],"about_ca_topic_score_codex":0.0029494702,"about_ca_topic_score_gemma":0.0024206997,"teacher_disagreement_score":0.0029494702,"about_ca_system_score_codex":0.0013043502,"about_ca_system_score_gemma":0.0009012024,"threshold_uncertainty_score":0.013315022},"labels":[],"label_agreement":null},{"id":"W1985232006","doi":"10.1145/1496091.1496105","title":"You must be joking...","year":2008,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boss; Computer science; Extension (predicate logic); Position (finance); Period (music); Coincidence; Computer security; Aesthetics; Philosophy; Programming language","score_opus":0.05813978252201206,"score_gpt":0.32335760655668705,"score_spread":0.265217824034675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985232006","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022361956,0.014738857,0.0038643726,0.68543786,0.10469878,0.00009709812,0.00032564468,0.001363642,0.18723755],"genre_scores_gemma":[0.019240115,0.007618083,0.0020056386,0.2861252,0.018515503,0.00013176593,0.00021076709,0.0010476997,0.6651052],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591535,0.0013070636,0.00010739223,0.0005064139,0.0014428736,0.0007208605],"domain_scores_gemma":[0.98871905,0.0013782574,0.0005638092,0.0007796295,0.004820812,0.0037384476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003955693,0.001059797,0.0010130705,0.00092166977,0.009326542,0.009750044,0.0014741207,0.005085419,0.088396244],"category_scores_gemma":[0.019537468,0.0004690375,0.0006653376,0.0007133003,0.005627319,0.010199826,0.005139199,0.012339697,0.12629768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014733625,0.00001882268,0.00016725194,0.00007747511,0.0000069959788,0.00009509211,0.0013260865,0.000008740997,0.00021428685,0.0037556312,0.97799414,0.016320799],"study_design_scores_gemma":[0.000004042431,0.0000144125015,0.0002637876,0.00010677281,0.0000037725802,0.00016689602,0.002818184,0.000011673102,0.00006511894,0.0017142239,0.9948166,0.000014538567],"about_ca_topic_score_codex":0.00622908,"about_ca_topic_score_gemma":0.0091921,"teacher_disagreement_score":0.088396244,"about_ca_system_score_codex":0.0016246074,"about_ca_system_score_gemma":0.0025656256,"threshold_uncertainty_score":0.2957149},"labels":[],"label_agreement":null},{"id":"W1985257663","doi":"10.1145/2185376.2185391","title":"The top ten similarities between playing hockey and building a better internet","year":2012,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Linköpings Universitet","keywords":"Ice hockey; Period (music); Computer science; Eagle; Event (particle physics); Reflection (computer programming); The Internet; Visual arts; World Wide Web; History; Aesthetics; Art; Ecology","score_opus":0.06216860987567963,"score_gpt":0.27232878666317667,"score_spread":0.21016017678749704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985257663","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047844157,0.058865316,0.028121253,0.17313595,0.01352608,0.00021410482,0.0006526849,0.00041116163,0.67722934],"genre_scores_gemma":[0.70087445,0.09022442,0.031859294,0.039383695,0.009733549,0.0004229738,0.00092812075,0.0007238169,0.12584965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633884,0.0010264581,0.00031154518,0.00053545146,0.0013797082,0.00040805183],"domain_scores_gemma":[0.9938585,0.0020779385,0.00090524583,0.00042975563,0.0014059807,0.0013226004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021581438,0.00061080477,0.0003438516,0.0017689359,0.0033135721,0.01020612,0.0010235909,0.0025879608,0.014656738],"category_scores_gemma":[0.009559173,0.00031131698,0.00037642216,0.0028060726,0.0077242004,0.009946106,0.003588484,0.007069145,0.0040903185],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023643424,0.00025864466,0.013459455,0.0016277821,0.00008828842,0.00045835957,0.009897066,0.00040321282,0.0011633156,0.4127504,0.1855914,0.3740656],"study_design_scores_gemma":[0.000018910416,0.00016587763,0.031941544,0.0013163337,0.00003622767,0.0013699151,0.016888276,0.00029282254,0.00064491254,0.10713808,0.8401045,0.00008252133],"about_ca_topic_score_codex":0.0039644497,"about_ca_topic_score_gemma":0.0067060227,"teacher_disagreement_score":0.014656738,"about_ca_system_score_codex":0.002709732,"about_ca_system_score_gemma":0.0019572452,"threshold_uncertainty_score":0.049031734},"labels":[],"label_agreement":null},{"id":"W2003285813","doi":"10.1145/1568613.1568618","title":"Neo-luddism and the demonisation of technology","year":2009,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Legislation; The Internet; Entertainment; Focus (optics); Computer science; Public opinion; Control (management); Natural (archaeology); Public relations; Internet privacy; World Wide Web; Political science; Law; Politics; Artificial intelligence","score_opus":0.017131424890964315,"score_gpt":0.22392682093142,"score_spread":0.2067953960404557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003285813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046497274,0.0100241555,0.011900132,0.07226091,0.0007467351,0.000026612217,0.000064383355,0.00006158949,0.85841835],"genre_scores_gemma":[0.94945097,0.0050007976,0.0017095845,0.0045421342,0.00045158603,0.000037034795,0.000026676464,0.00003126168,0.038750023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984049,0.00075808127,0.000048067308,0.00018221192,0.00039371554,0.00021300721],"domain_scores_gemma":[0.9972746,0.0012704516,0.0003458516,0.00049685803,0.00034827573,0.000263908],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024722926,0.0003372737,0.00031617362,0.0015076704,0.0022695453,0.0054662954,0.00068624894,0.0021496722,0.0043559107],"category_scores_gemma":[0.00476677,0.00018364128,0.00033840645,0.001222475,0.027368069,0.0061450046,0.002878314,0.0034602254,0.00063693535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028264492,0.0000027886438,0.00008304835,0.000006886719,0.0000011503113,0.000017317981,0.00038418508,0.00010949446,0.0000156775,0.99683124,0.0010103437,0.0015350186],"study_design_scores_gemma":[0.000006232316,0.0000043669456,0.00026460178,0.000031666434,0.0000013143409,0.000036650952,0.00036338155,0.00031802006,0.00004512338,0.9561453,0.04277876,0.000004512529],"about_ca_topic_score_codex":0.0016992545,"about_ca_topic_score_gemma":0.0019623954,"teacher_disagreement_score":0.99773043,"about_ca_system_score_codex":0.0067289337,"about_ca_system_score_gemma":0.0023609877,"threshold_uncertainty_score":0.048822045},"labels":[],"label_agreement":null},{"id":"W2011112929","doi":"10.1145/1052812.1052823","title":"An analysis of TCP reset behaviour on the internet","year":2005,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Solar Energy Technologies Office; Lawrence Berkeley National Laboratory; University of Calgary","keywords":"Reset (finance); Computer science; Handshake; Computer network; TCP hole punching; The Internet; Zeta-TCP; TCP global synchronization; TCP tuning; TCP acceleration; Network packet; Transmission Control Protocol; World Wide Web; Business","score_opus":0.033193816146021,"score_gpt":0.3043915626423954,"score_spread":0.2711977464963744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011112929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974687,0.00021072372,0.0009576241,0.000032879878,0.000007399592,0.000016083502,0.00021973217,0.00009091569,0.0009959709],"genre_scores_gemma":[0.9987795,0.00013171595,0.00037010227,0.000007630375,0.000010482116,0.000007919881,0.0004707522,0.00001585866,0.00020614956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992242,0.00016356818,0.0000511056,0.00011033389,0.00034218119,0.00010862777],"domain_scores_gemma":[0.99554765,0.0015945812,0.00075768505,0.00056281005,0.0012577527,0.00027950978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085761334,0.0003057766,0.00038336194,0.0035709077,0.0004369481,0.00076609966,0.00051352754,0.00047194344,0.00054293143],"category_scores_gemma":[0.00580954,0.00021087482,0.0002767198,0.002799569,0.00034717398,0.00096005877,0.00038013794,0.00081275107,0.00022939428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009067088,0.000535896,0.79645264,0.00027041073,0.0003013484,0.0023086604,0.0025139924,0.042596318,0.045395993,0.0027295623,0.0037132807,0.102275185],"study_design_scores_gemma":[0.0000136443905,0.0004538717,0.83485967,0.000042058713,0.0001310037,0.0017321563,0.0009819049,0.1468297,0.010182579,0.0007733414,0.0039396468,0.000060527305],"about_ca_topic_score_codex":0.0045103556,"about_ca_topic_score_gemma":0.0028457781,"teacher_disagreement_score":0.0045103556,"about_ca_system_score_codex":0.0006717658,"about_ca_system_score_gemma":0.00022890136,"threshold_uncertainty_score":0.008968174},"labels":[],"label_agreement":null},{"id":"W2022758041","doi":"10.1145/1384609.1384625","title":"NOX","year":2008,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":1438,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Solana Networks (Canada)","funders":"","keywords":"Computer science; Citation; World Wide Web; Library science; Telecommunications; Operating system","score_opus":0.04817016515115821,"score_gpt":0.2716591993900556,"score_spread":0.2234890342388974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022758041","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023044809,0.00216103,0.12360789,0.005305563,0.009860178,0.0012242346,0.021544,0.4187603,0.41523236],"genre_scores_gemma":[0.02001881,0.0034391782,0.048042808,0.006350087,0.0033015166,0.0010315408,0.051411282,0.07896087,0.7874438],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980665,0.00022180393,0.0001505112,0.00029554107,0.0009955657,0.00027006576],"domain_scores_gemma":[0.9964114,0.000298511,0.00016514721,0.0011092008,0.0011777168,0.0008380655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024164922,0.0017872024,0.0011669158,0.0014606842,0.0014891281,0.005791092,0.0034762248,0.0016371509,0.37709108],"category_scores_gemma":[0.0063505014,0.00087944657,0.000705496,0.0012435319,0.00055404694,0.007133796,0.004909509,0.0034448893,0.39139983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011638942,0.000044087894,0.00020611098,0.000116446834,0.000009528858,0.000045762732,0.00004925856,0.00018253388,0.001546409,0.0047738147,0.91970277,0.073206924],"study_design_scores_gemma":[0.000018288772,0.000022248234,0.0002288327,0.000047274112,0.000006585779,0.00007217742,0.000026459691,0.0015496217,0.001281282,0.0024294516,0.99429375,0.000023937486],"about_ca_topic_score_codex":0.0018727711,"about_ca_topic_score_gemma":0.0019664527,"teacher_disagreement_score":0.37709108,"about_ca_system_score_codex":0.0012117218,"about_ca_system_score_gemma":0.0023173452,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2023888116","doi":"10.1145/2766330.2766337","title":"Distributed Cloud Computing","year":2015,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cloud computing; Computer science; Distributed computing; Locality; Computation; Operating system; Algorithm","score_opus":0.05384719518514134,"score_gpt":0.2982629734852886,"score_spread":0.24441577830014724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023888116","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008441262,0.045621436,0.6438325,0.017950755,0.0073603424,0.0014837676,0.0019023321,0.0050574783,0.26835018],"genre_scores_gemma":[0.40692455,0.07025764,0.38412097,0.008118412,0.006932212,0.0014823185,0.0063504446,0.0012068703,0.114606604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960305,0.0007932296,0.00022044897,0.0006998675,0.001862471,0.0003933531],"domain_scores_gemma":[0.99738735,0.00046399003,0.00013799733,0.0009855097,0.000695194,0.0003298871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023356348,0.000941372,0.0011901078,0.0010869898,0.0015156261,0.005913729,0.0027191548,0.0015871684,0.01147818],"category_scores_gemma":[0.0053517167,0.00047739834,0.0006764302,0.003421372,0.0014485657,0.0047885296,0.0042348057,0.0022644533,0.0057769427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092753886,0.00008948581,0.0008767406,0.0008754631,0.00012790409,0.00022073388,0.00018248732,0.009573222,0.002573733,0.5781453,0.16919789,0.23804428],"study_design_scores_gemma":[0.000059538488,0.000064337786,0.00060154113,0.0002749512,0.000036407717,0.00038830418,0.00012628676,0.035005182,0.0014861212,0.24186139,0.72005326,0.000042756797],"about_ca_topic_score_codex":0.002717552,"about_ca_topic_score_gemma":0.0025281215,"teacher_disagreement_score":0.01147818,"about_ca_system_score_codex":0.0025226118,"about_ca_system_score_gemma":0.0041789566,"threshold_uncertainty_score":0.038398385},"labels":[],"label_agreement":null},{"id":"W2031318223","doi":"10.1145/1290168.1290181","title":"Very low-cost internet access using KioskNet","year":2007,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Interactive kiosk; Software deployment; Computer science; The Internet; Variety (cybernetics); Internet access; Computer security; Key (lock); Architecture; World Wide Web; Telecommunications; Software engineering","score_opus":0.096577608363858,"score_gpt":0.35872123187291705,"score_spread":0.26214362350905906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031318223","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3837708,0.002401419,0.27905527,0.0021090459,0.0003974541,0.0012312214,0.0008488981,0.019845169,0.3103407],"genre_scores_gemma":[0.9447656,0.0008584228,0.034139797,0.00017689772,0.00009309649,0.00016894225,0.00048086155,0.00019042443,0.019125966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992742,0.00015726709,0.000033885164,0.000094422234,0.00030286287,0.00013751214],"domain_scores_gemma":[0.99869776,0.00023846567,0.000110752146,0.00039617828,0.00037697496,0.000179917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006430069,0.00038859827,0.00030279582,0.0013093008,0.0010363464,0.001434025,0.001140765,0.0005820179,0.011416896],"category_scores_gemma":[0.0020537113,0.0002488531,0.0001697772,0.0013432237,0.0005902807,0.0034036587,0.0018347359,0.0005512415,0.0037386406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012224945,0.00080702227,0.016620327,0.0009952036,0.00010094056,0.0018453782,0.0012917498,0.015368645,0.064176604,0.051694263,0.048592206,0.79728526],"study_design_scores_gemma":[0.0005626133,0.002707096,0.034367215,0.00046489167,0.0002675939,0.0054722303,0.0021381325,0.12304563,0.047866087,0.035231315,0.74752104,0.00035603947],"about_ca_topic_score_codex":0.0031199637,"about_ca_topic_score_gemma":0.0044934587,"teacher_disagreement_score":0.011416896,"about_ca_system_score_codex":0.000688676,"about_ca_system_score_gemma":0.00059839664,"threshold_uncertainty_score":0.038193285},"labels":[],"label_agreement":null},{"id":"W2048330777","doi":"10.1145/1111322.1111338","title":"Efficient and decentralized computation of approximate global state","year":2006,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Robustness (evolution); Distributed computing; Computation; The Internet; Overhead (engineering); State (computer science); Algorithm","score_opus":0.015675238980428035,"score_gpt":0.28434182205246455,"score_spread":0.2686665830720365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048330777","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013025698,0.00018784314,0.9834495,0.00027386876,0.000043719116,0.000032685883,0.00007560298,0.00082053157,0.0020905104],"genre_scores_gemma":[0.73086435,0.00036945243,0.2655886,0.00013758677,0.00012137568,0.00019257012,0.00040491985,0.00021453819,0.0021066058],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99776614,0.00056760927,0.00013427202,0.0005077648,0.000824263,0.00019992168],"domain_scores_gemma":[0.99365836,0.0028388265,0.0005716123,0.0019919034,0.00077266194,0.00016661349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023886645,0.00058746344,0.0014603204,0.0009825461,0.00096834486,0.0025506248,0.0020258971,0.0011800318,0.0019287734],"category_scores_gemma":[0.013036113,0.00064967683,0.0005337353,0.0010712086,0.0015816785,0.0043312698,0.002883825,0.0016958913,0.0006147947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003278572,0.00009909263,0.0016333788,0.00012469057,0.00008179763,0.00009957577,0.00018381418,0.7861468,0.010396934,0.09044391,0.0038378169,0.10662433],"study_design_scores_gemma":[0.00002447661,0.000028403763,0.0001899264,0.00000639266,0.000009749112,0.000023793284,0.000026470168,0.96300626,0.002298727,0.033371754,0.0010036385,0.000010325346],"about_ca_topic_score_codex":0.0018332335,"about_ca_topic_score_gemma":0.002634112,"teacher_disagreement_score":0.0025506248,"about_ca_system_score_codex":0.0012019079,"about_ca_system_score_gemma":0.0017861079,"threshold_uncertainty_score":0.012632668},"labels":[],"label_agreement":null},{"id":"W2048384452","doi":"10.1145/2096149.2096155","title":"Modeling on quicksand","year":2012,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Research England; Microsoft Research; National Science Foundation","keywords":"Computer science; Scalability; Robustness (evolution); Network topology; Scarcity; Distributed computing; Routing (electronic design automation); Sensitivity (control systems); Ground truth; Empirical research; Topology (electrical circuits); Machine learning; Computer network; Database","score_opus":0.042888016401006916,"score_gpt":0.28834148263583076,"score_spread":0.24545346623482384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048384452","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075606264,0.001767172,0.6654258,0.009835995,0.0010420465,0.00046934554,0.0049110446,0.0026980573,0.23824441],"genre_scores_gemma":[0.7666003,0.002578739,0.105453536,0.001081347,0.00029399627,0.00067347067,0.002372476,0.0009381164,0.12000799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986688,0.00034473013,0.00006442253,0.00028211824,0.00034416743,0.00029576453],"domain_scores_gemma":[0.9968352,0.0012543952,0.00029626844,0.00061051606,0.0006418241,0.0003619324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022165459,0.00080559676,0.0008685134,0.0018635305,0.0018954201,0.0041156164,0.003106088,0.0021059709,0.049329095],"category_scores_gemma":[0.008817703,0.0007773934,0.0011324859,0.0016640304,0.002243992,0.007850212,0.0035146736,0.0023290939,0.0033699598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044070235,0.00003398249,0.0006069215,0.00004945753,0.0000148294075,0.00011577723,0.00014521688,0.20696416,0.00028838735,0.7803949,0.0050149425,0.006327365],"study_design_scores_gemma":[0.000048562182,0.0000407383,0.00025677294,0.000052726926,0.000023309147,0.00009032535,0.00015654044,0.6262709,0.00045464528,0.32391918,0.048652213,0.00003420392],"about_ca_topic_score_codex":0.020305311,"about_ca_topic_score_gemma":0.013851378,"teacher_disagreement_score":0.049329095,"about_ca_system_score_codex":0.004129732,"about_ca_system_score_gemma":0.004427247,"threshold_uncertainty_score":0.16502231},"labels":[],"label_agreement":null},{"id":"W2087289341","doi":"10.1145/2602204.2602210","title":"IP address multiplexing for VEEs","year":2014,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; IP address management; IPv6; Server; IPv4; Computer network; NAT traversal; Ip address; Multiplexing; Network address translation; Domain Name System; Computer security; Latency (audio); The Internet; Telecommunications; Internet Protocol; World Wide Web","score_opus":0.05178788863831603,"score_gpt":0.30088278825840625,"score_spread":0.24909489962009024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087289341","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19641113,0.0022648142,0.75609386,0.0009813461,0.00039530732,0.0005661568,0.00024786228,0.018929439,0.024110084],"genre_scores_gemma":[0.78626806,0.00047494486,0.20334788,0.00030824068,0.00018895308,0.00024156336,0.00032598883,0.0003578783,0.008486552],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99770784,0.0005494417,0.00023648744,0.0004512041,0.0005762821,0.00047882707],"domain_scores_gemma":[0.9915691,0.0017359852,0.0008171282,0.0037595264,0.0012773122,0.00084095396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002898788,0.0010842145,0.0011222258,0.0018975919,0.0017532586,0.0030275083,0.0031504175,0.0012188787,0.0054567875],"category_scores_gemma":[0.010221031,0.0007426331,0.0004958962,0.0015058016,0.0008592747,0.0074178358,0.0054189963,0.0012245174,0.0019213121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002138272,0.0009388888,0.011685825,0.0004603213,0.00020450413,0.0007998731,0.0015626469,0.032985415,0.12687042,0.08547207,0.019584991,0.71729684],"study_design_scores_gemma":[0.0002638873,0.001702244,0.0059101246,0.0002729014,0.00035461521,0.003051036,0.0014085275,0.55440915,0.2122545,0.071446665,0.1485819,0.00034443074],"about_ca_topic_score_codex":0.0012958408,"about_ca_topic_score_gemma":0.0012667599,"teacher_disagreement_score":0.0054567875,"about_ca_system_score_codex":0.001258851,"about_ca_system_score_gemma":0.001102567,"threshold_uncertainty_score":0.018254757},"labels":[],"label_agreement":null},{"id":"W2095228834","doi":"10.1145/2831347.2831352","title":"ReWiFlow","year":2015,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"OpenFlow; Computer science; Flexibility (engineering); Software-defined networking; Distributed computing; Routing (electronic design automation); Control flow; Generalization; Class (philosophy); Network packet; Computer network; Flow control (data); Packet loss; Control (management); Artificial intelligence; Programming language","score_opus":0.07416405247953127,"score_gpt":0.30038669968577236,"score_spread":0.22622264720624108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095228834","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019169673,0.0012872725,0.7864609,0.0011702322,0.0010460268,0.0010210967,0.0074021565,0.10936004,0.07308266],"genre_scores_gemma":[0.2302689,0.003950555,0.6353267,0.0016695508,0.00043214895,0.0018857624,0.043895405,0.008388558,0.074182376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989613,0.00011918522,0.00009742636,0.00023252273,0.00042731455,0.00016230551],"domain_scores_gemma":[0.9984408,0.00032741696,0.00013165899,0.0006433867,0.000355279,0.00010147577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020317081,0.0010004668,0.000540122,0.0010727145,0.0008700756,0.0024121294,0.0037548856,0.0011239423,0.011333175],"category_scores_gemma":[0.00411395,0.00060566573,0.00075483887,0.00084822305,0.00059451733,0.00437735,0.0016811858,0.0023764523,0.00450712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007546672,0.00037862966,0.002090301,0.00048506094,0.00011743503,0.00036353004,0.00039967586,0.027842453,0.017007625,0.23134445,0.19936796,0.51984817],"study_design_scores_gemma":[0.00016350335,0.0001281958,0.00069817033,0.00012174849,0.00006953937,0.0005444018,0.00005059874,0.21240583,0.025903948,0.105588734,0.6542035,0.00012187419],"about_ca_topic_score_codex":0.0032735313,"about_ca_topic_score_gemma":0.002251016,"teacher_disagreement_score":0.011333175,"about_ca_system_score_codex":0.00093446963,"about_ca_system_score_gemma":0.0015870549,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2108293981","doi":"10.1145/774749.774759","title":"Efficient micro-mobility using intra-domain multicast-based mechanisms (M&M)","year":2002,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Handover; Computer network; Multicast; Mobility management; Proxy Mobile IPv6; Mobile IP; Node (physics); Network packet; Scalability; Inter-domain; Mobility model; Packet loss; Distributed computing; Source-specific multicast","score_opus":0.04355580001479402,"score_gpt":0.2667041256848755,"score_spread":0.22314832567008147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108293981","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27593,0.0027203492,0.7066754,0.00037668092,0.000105099076,0.0004300158,0.00018305061,0.002463289,0.011116168],"genre_scores_gemma":[0.8729883,0.00039508994,0.12529781,0.00005493698,0.000021752494,0.00012108825,0.00011181693,0.000021248881,0.0009880589],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995235,0.00012310948,0.000030913983,0.000051464394,0.00020364467,0.00006738069],"domain_scores_gemma":[0.9991949,0.000254636,0.00015718701,0.00022341011,0.00012701488,0.00004280602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117819,0.00040235498,0.00032648555,0.0006302215,0.0003368404,0.00052969024,0.0007700947,0.00049584423,0.000461103],"category_scores_gemma":[0.0013528353,0.00014843058,0.00021454359,0.0004723384,0.00033115767,0.0009970593,0.00091311993,0.00038786972,0.00014921106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056917564,0.00029928877,0.01074977,0.0005649809,0.00018032052,0.00031772678,0.00034492073,0.089696184,0.33694497,0.031350113,0.003487701,0.52549493],"study_design_scores_gemma":[0.0001305752,0.00220407,0.015124602,0.00009749189,0.00019624384,0.0020374134,0.00044685212,0.65303457,0.2795877,0.010760744,0.03624258,0.00013717166],"about_ca_topic_score_codex":0.00049546297,"about_ca_topic_score_gemma":0.00057568564,"teacher_disagreement_score":0.00117819,"about_ca_system_score_codex":0.00035253624,"about_ca_system_score_gemma":0.00032529532,"threshold_uncertainty_score":0.0062309504},"labels":[],"label_agreement":null},{"id":"W2108933707","doi":"10.1145/1273445.1273458","title":"How to read a paper","year":2007,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Intel Corporation","keywords":"Computer science; Reading (process); Data science; Linguistics","score_opus":0.03555281855278352,"score_gpt":0.313631737692381,"score_spread":0.2780789191395975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108933707","genre_codex":"editorial","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008660716,0.024787279,0.14883554,0.21327221,0.28627375,0.012266475,0.00861513,0.015276732,0.28201216],"genre_scores_gemma":[0.034100648,0.028380338,0.41300234,0.07733345,0.12408696,0.008427765,0.010520904,0.009975114,0.29417247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9771235,0.005587902,0.0035544126,0.0018659089,0.011232494,0.0006357883],"domain_scores_gemma":[0.8310635,0.0456419,0.009604234,0.0134428535,0.082696885,0.017550603],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01766494,0.0017852903,0.0019041109,0.0058449823,0.0036957085,0.015058045,0.0020419892,0.0052966443,0.15419008],"category_scores_gemma":[0.1578477,0.0013608924,0.002232557,0.0028009962,0.001873967,0.011329617,0.0034384143,0.007374728,0.16665667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007077566,0.000113501344,0.0003933386,0.0016191095,0.000050476945,0.0005211573,0.000992745,0.00020642368,0.0023765983,0.0036709195,0.79618347,0.1938015],"study_design_scores_gemma":[0.000060776885,0.00015096056,0.00061909825,0.0012761793,0.000026912592,0.00065781415,0.00096135226,0.00024589186,0.00092994893,0.0110231405,0.98398834,0.00005959249],"about_ca_topic_score_codex":0.00093095755,"about_ca_topic_score_gemma":0.0015175077,"teacher_disagreement_score":0.9823351,"about_ca_system_score_codex":0.0020966101,"about_ca_system_score_gemma":0.0075816927,"threshold_uncertainty_score":0.51581717},"labels":[],"label_agreement":null},{"id":"W2110961887","doi":"10.1145/1402946.1402994","title":"Satellitelab","year":2008,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"PlanetLab; Computer science; Testbed; Computer network; The Internet; Enhanced Data Rates for GSM Evolution; Distributed computing; Telecommunications; Operating system","score_opus":0.04239621926371471,"score_gpt":0.2758941930551798,"score_spread":0.2334979737914651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110961887","genre_codex":"other","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031964537,0.0023628485,0.13756207,0.0030590948,0.0016984472,0.0014627378,0.027916914,0.20534888,0.5886245],"genre_scores_gemma":[0.2711311,0.0023628173,0.14139861,0.0022918305,0.0007261312,0.0018609518,0.11421017,0.021259049,0.4447593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878925,0.00022383584,0.00006041876,0.00023448691,0.000538353,0.00015369641],"domain_scores_gemma":[0.9971607,0.00030341296,0.0001507265,0.00078695803,0.001086635,0.00051159377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015769468,0.0009105248,0.000689556,0.0013068583,0.0008901572,0.00193121,0.0016461601,0.00073759723,0.16043532],"category_scores_gemma":[0.0029941595,0.00044171078,0.00046156056,0.0012741764,0.0005632661,0.0020282075,0.0019395439,0.0011385459,0.08329345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014255545,0.0003438092,0.0048240856,0.0007733583,0.00008237927,0.0003030609,0.0005041359,0.006997695,0.023651654,0.032392245,0.6615683,0.26713368],"study_design_scores_gemma":[0.00022251897,0.00033790624,0.0014690316,0.00005951212,0.000032464173,0.00020656013,0.00012571242,0.011885841,0.008312374,0.004008938,0.97330475,0.000034555622],"about_ca_topic_score_codex":0.0028560995,"about_ca_topic_score_gemma":0.002913055,"teacher_disagreement_score":0.16043532,"about_ca_system_score_codex":0.001022678,"about_ca_system_score_gemma":0.0017700654,"threshold_uncertainty_score":0.5367096},"labels":[],"label_agreement":null},{"id":"W2753680730","doi":"10.1145/1282427.1282405","title":"An axiomatic basis for communication","year":2007,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Basis (linear algebra); Computer science; Axiom; Mathematics","score_opus":0.056177481121913994,"score_gpt":0.3472627322814649,"score_spread":0.2910852511595509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753680730","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011152634,0.0037623865,0.7315399,0.014623622,0.0009902694,0.00019983923,0.0006441244,0.00061753724,0.23646979],"genre_scores_gemma":[0.44785067,0.0037809145,0.5144298,0.0051294756,0.0012217449,0.0011101719,0.0013301917,0.0002528562,0.024894109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99530894,0.0019563946,0.00042835853,0.0007580403,0.0011965903,0.00035176487],"domain_scores_gemma":[0.9958637,0.0019092791,0.00023701938,0.0008058579,0.0009747552,0.00020926146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00552652,0.0007464432,0.00061543554,0.0017056429,0.0038828973,0.0051620076,0.0022787384,0.0032936258,0.006150552],"category_scores_gemma":[0.005608095,0.00057111453,0.0015815053,0.001361942,0.013585115,0.009543137,0.003354279,0.005259954,0.0021379762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013080197,0.0000024676153,0.0000152664,0.000009683908,0.0000013153513,0.000013023978,0.00006848199,0.00021940583,0.00004169923,0.9983552,0.00051576755,0.0007563984],"study_design_scores_gemma":[0.000010208759,0.0000073726983,0.000036508452,0.00002161248,0.0000041682333,0.00005147442,0.00006522857,0.0023116088,0.000109756285,0.96753156,0.029842587,0.0000079815245],"about_ca_topic_score_codex":0.003923163,"about_ca_topic_score_gemma":0.0023750835,"teacher_disagreement_score":0.006150552,"about_ca_system_score_codex":0.003110021,"about_ca_system_score_gemma":0.002168474,"threshold_uncertainty_score":0.029227316},"labels":[],"label_agreement":null},{"id":"W2766165299","doi":"10.1145/3155055.3155061","title":"Report on Networking and Programming Languages 2017","year":2017,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Presentation (obstetrics); Scope (computer science); Attendance; Intersection (aeronautics); World Wide Web; Programming language","score_opus":0.04583658170272741,"score_gpt":0.34890583038723577,"score_spread":0.30306924868450835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766165299","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033593571,0.12226199,0.097804844,0.10110915,0.15115148,0.00080210896,0.0077059204,0.0062426766,0.50956255],"genre_scores_gemma":[0.017629227,0.13158548,0.03273729,0.013742734,0.04438349,0.0013446462,0.01805491,0.005175066,0.73534715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99130416,0.0014521721,0.00074343407,0.0012178847,0.004514468,0.00076792465],"domain_scores_gemma":[0.98442197,0.00338893,0.0005009548,0.001944574,0.0074710455,0.0022726222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012613649,0.0019350115,0.001024755,0.0032167137,0.0030647947,0.009213247,0.002479718,0.0027571833,0.15016434],"category_scores_gemma":[0.018468063,0.0010541044,0.001772816,0.0034828337,0.0013269831,0.011596968,0.006295254,0.009642683,0.08978618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056374818,0.000081150174,0.00035105704,0.00040378986,0.000021906357,0.000052860443,0.00013353219,0.00048272833,0.0006665012,0.04855202,0.8155704,0.13362765],"study_design_scores_gemma":[0.00000489512,0.000018438277,0.00015015218,0.0002955362,0.000008510716,0.000055848795,0.00004650619,0.00027875707,0.00033498765,0.0057295756,0.99306655,0.000010275443],"about_ca_topic_score_codex":0.004405529,"about_ca_topic_score_gemma":0.004624691,"teacher_disagreement_score":0.15016434,"about_ca_system_score_codex":0.0043903436,"about_ca_system_score_gemma":0.009024393,"threshold_uncertainty_score":0.50234973},"labels":[],"label_agreement":null},{"id":"W2887612138","doi":"10.1145/3243157.3243160","title":"TussleOS","year":2018,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Cisco Systems","keywords":"Computer science; Variety (cybernetics); Wireless sensor network; Access control; Resource (disambiguation); The Internet; Bandwidth (computing); Computer security; Computer network; Distributed computing; World Wide Web","score_opus":0.026856342470717075,"score_gpt":0.3192545796897269,"score_spread":0.29239823721900987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887612138","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04735277,0.0065965597,0.11886756,0.0055125705,0.0027642932,0.00074559293,0.008004829,0.052851405,0.7573045],"genre_scores_gemma":[0.4965053,0.0076270793,0.077541225,0.0033542751,0.0012217255,0.0009904208,0.018791165,0.007083777,0.386885],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988034,0.00017106543,0.000067097666,0.00021483707,0.0004464703,0.00029707147],"domain_scores_gemma":[0.99806947,0.00038725432,0.00020798693,0.00067158026,0.00041566,0.00024808856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000921644,0.0009290551,0.00051241537,0.0020811004,0.0017016991,0.0031759327,0.001782025,0.001467488,0.06269875],"category_scores_gemma":[0.0040975874,0.0004837531,0.0006302801,0.0012743402,0.0012643671,0.0058377213,0.003428115,0.0019220547,0.026365096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001194996,0.0002552023,0.0052683163,0.0007951037,0.000051345643,0.0007691149,0.0011385843,0.0031088167,0.008611991,0.24766175,0.31192985,0.41921493],"study_design_scores_gemma":[0.000050922776,0.00012990781,0.0016489738,0.00026390248,0.000026569607,0.0006940615,0.00024810288,0.0061530066,0.006853036,0.023873286,0.96001124,0.000047025183],"about_ca_topic_score_codex":0.0029245813,"about_ca_topic_score_gemma":0.0038779525,"teacher_disagreement_score":0.06269875,"about_ca_system_score_codex":0.0012783788,"about_ca_system_score_gemma":0.0013163157,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2962758456","doi":"10.1145/3211852.3211861","title":"ex uno pluria","year":2018,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Computer science; The Internet; Fragmentation (computing); Service (business); Telecommunications; World Wide Web; Business; Marketing","score_opus":0.029612151642332316,"score_gpt":0.2912080531162444,"score_spread":0.2615959014739121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962758456","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002051154,0.015859183,0.0021671911,0.014536005,0.015964374,0.00007708037,0.0006928929,0.0003401492,0.94831204],"genre_scores_gemma":[0.018231684,0.0094933715,0.0013256557,0.003214649,0.004652373,0.00013723572,0.00079223997,0.00032194084,0.9618308],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985096,0.0003321959,0.00009415017,0.000352339,0.00046009553,0.0002516487],"domain_scores_gemma":[0.998078,0.00034932114,0.00020158532,0.000408207,0.00060446054,0.00035851373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016470044,0.0008038354,0.0006208855,0.0019594755,0.0031028872,0.008468999,0.0010495511,0.0019012828,0.2704669],"category_scores_gemma":[0.005701278,0.00030162864,0.0004424268,0.0026234863,0.0021421746,0.005215978,0.0045543686,0.002818127,0.16312572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010132304,0.000036440586,0.0007013067,0.0004092658,0.000014767962,0.00033910482,0.0013044488,0.00010047339,0.00097417913,0.28401494,0.51250577,0.19949804],"study_design_scores_gemma":[0.0000015012554,0.000004328891,0.000119097414,0.000060174367,0.0000011943613,0.00008207254,0.00011013828,0.000020072692,0.00009463109,0.0018234552,0.997681,0.000002363244],"about_ca_topic_score_codex":0.0022617737,"about_ca_topic_score_gemma":0.0025377148,"teacher_disagreement_score":0.2704669,"about_ca_system_score_codex":0.0022724927,"about_ca_system_score_gemma":0.0022245466,"threshold_uncertainty_score":0.9048019},"labels":[],"label_agreement":null},{"id":"W2982921548","doi":"10.1145/3371934.3371942","title":"Reflections on being SIGCOMM chair 2013--2017","year":2019,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network","score_opus":0.21970503088911192,"score_gpt":0.4895541220021303,"score_spread":0.26984909111301836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982921548","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095249095,0.0028605692,0.00036551122,0.8924412,0.088345334,0.000018684115,0.0004248419,0.00010552756,0.014485867],"genre_scores_gemma":[0.051596187,0.01507519,0.0011569946,0.69695246,0.08211344,0.00025277535,0.0014017244,0.0010134839,0.15043774],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.973836,0.0052630436,0.0011084008,0.0015775148,0.008801399,0.009413543],"domain_scores_gemma":[0.93570995,0.0069297855,0.0025509403,0.0015649961,0.021955581,0.031288795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02799034,0.0009726245,0.00091694825,0.0012459097,0.012885054,0.019457003,0.002584625,0.016150933,0.038084123],"category_scores_gemma":[0.051818527,0.00074972,0.0012001073,0.0029272859,0.0041215545,0.010210365,0.008708927,0.03271468,0.034193583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003030303,0.000011108669,0.00018153577,0.00002174899,0.0000034485952,0.000035529574,0.00013735813,0.000022876435,0.000041059433,0.002197963,0.99221295,0.0051042167],"study_design_scores_gemma":[0.000018051076,0.000028427756,0.0009547868,0.00014050989,0.000009733425,0.000043712676,0.001979333,0.00006011055,0.0001942892,0.0014067144,0.9951224,0.0000419841],"about_ca_topic_score_codex":0.04128364,"about_ca_topic_score_gemma":0.07657936,"teacher_disagreement_score":0.04128364,"about_ca_system_score_codex":0.010083325,"about_ca_system_score_gemma":0.03199497,"threshold_uncertainty_score":0.14802885},"labels":[],"label_agreement":null},{"id":"W2983993388","doi":"10.1145/3371934.3371952","title":"Reflections on \"analysis and simulation of a fair queueing algorithm\"","year":2019,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Queueing theory; Algorithm; Layered queueing network; Weighted fair queueing; G-network; Mean value analysis; Operations research; Computer network; Mathematics","score_opus":0.030577348485298497,"score_gpt":0.3333788959635763,"score_spread":0.3028015474782778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983993388","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053866124,0.00885666,0.69762355,0.2497976,0.006279557,0.000079716,0.00021104328,0.0006346814,0.031130563],"genre_scores_gemma":[0.47652483,0.035136633,0.37667066,0.05460552,0.022128329,0.0006443931,0.00040888556,0.0018273358,0.0320533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98268867,0.010694995,0.0004904369,0.0011996442,0.0042212764,0.00070495],"domain_scores_gemma":[0.9268708,0.05892273,0.001309725,0.0046059624,0.007111242,0.0011795441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020999596,0.001389272,0.0012968365,0.0012636087,0.001661821,0.0074334163,0.004967682,0.005611859,0.007355084],"category_scores_gemma":[0.07864047,0.001158024,0.002037116,0.0012277418,0.011545708,0.018362435,0.0031340788,0.018037396,0.0019819057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007157372,0.00005690443,0.00032968767,0.0000944984,0.000047889687,0.000041603114,0.0002787392,0.08456149,0.0002562699,0.874537,0.027220512,0.012503821],"study_design_scores_gemma":[0.00005036073,0.000043910375,0.00013238545,0.00018111969,0.000016568212,0.00003483878,0.0001720427,0.10870807,0.0010630473,0.8333283,0.056209344,0.00006002174],"about_ca_topic_score_codex":0.010784435,"about_ca_topic_score_gemma":0.003240043,"teacher_disagreement_score":0.020999596,"about_ca_system_score_codex":0.00698863,"about_ca_system_score_gemma":0.0055190455,"threshold_uncertainty_score":0.11105782},"labels":[],"label_agreement":null},{"id":"W2985551141","doi":"10.1145/3371934.3371946","title":"Reflections on being CCR editor 2008--2012","year":2019,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Internet privacy; World Wide Web; Data science","score_opus":0.034088243929843824,"score_gpt":0.32321508013293326,"score_spread":0.28912683620308943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985551141","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056599063,0.00414216,0.00011790858,0.8824052,0.10389088,0.0000069075763,0.00007804185,0.000039390197,0.008753612],"genre_scores_gemma":[0.023888495,0.008379931,0.00053597806,0.7340447,0.16010046,0.000061126644,0.00016948576,0.00039125766,0.0724286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.975995,0.0048091626,0.0016232263,0.0023794088,0.009321138,0.0058719716],"domain_scores_gemma":[0.87714326,0.034002036,0.009644251,0.0026976906,0.042597886,0.0339149],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.030066054,0.00082261366,0.0010776807,0.002056969,0.011152277,0.02056214,0.0031453392,0.018909886,0.029121539],"category_scores_gemma":[0.11946695,0.0007223451,0.0011124293,0.0025663516,0.0043167183,0.011159673,0.004954474,0.035218645,0.013378574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018193967,0.000007042759,0.00012400058,0.000033905657,0.0000027036754,0.00010117824,0.00021235363,0.00001817054,0.000025552068,0.0025234458,0.99326855,0.0036649609],"study_design_scores_gemma":[0.000011505398,0.000019921506,0.00044164338,0.00015781865,0.000005493356,0.00015489655,0.00086840097,0.00002573527,0.00007713534,0.00052664,0.99768126,0.000029551305],"about_ca_topic_score_codex":0.012994913,"about_ca_topic_score_gemma":0.03254686,"teacher_disagreement_score":0.9699339,"about_ca_system_score_codex":0.010043522,"about_ca_system_score_gemma":0.020328546,"threshold_uncertainty_score":0.15900642},"labels":[],"label_agreement":null},{"id":"W2986717322","doi":"10.1145/3371934.3371954","title":"Reflections on \"a control-theoretic approach to flow control\"","year":2019,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Control (management); Flow control (data); Control flow; Flow (mathematics); Test (biology); Operations research; Industrial engineering; Telecommunications; Artificial intelligence; Programming language; Mathematics","score_opus":0.046613424821494144,"score_gpt":0.3527846151115188,"score_spread":0.30617119029002465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986717322","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004831965,0.0162983,0.41415188,0.4333315,0.011415542,0.00007764216,0.000170376,0.00025454652,0.1194683],"genre_scores_gemma":[0.66815245,0.041592665,0.10910929,0.07668765,0.03597353,0.00072485587,0.00023588662,0.0007199431,0.06680375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935376,0.0028210182,0.00020901972,0.0008109399,0.0021091488,0.0005122163],"domain_scores_gemma":[0.98690015,0.008762005,0.0005644433,0.0012884535,0.0018887318,0.0005962429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013107207,0.0010015492,0.0008513924,0.0012644436,0.0027712898,0.007799366,0.004064876,0.0060381508,0.012041497],"category_scores_gemma":[0.018373748,0.000618546,0.0011809529,0.0010471895,0.026875857,0.019119259,0.0038195127,0.011774113,0.0015381309],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067754277,0.000009371667,0.000019979738,0.000021863112,0.0000024850333,0.000008548736,0.00008017935,0.0017177132,0.000033604465,0.9899442,0.0056521143,0.0025032402],"study_design_scores_gemma":[0.000013702184,0.000016068774,0.00003248115,0.000087127075,0.000002470177,0.000013062738,0.000111285255,0.0034860305,0.00022382391,0.94898564,0.047012597,0.000015698351],"about_ca_topic_score_codex":0.0054024938,"about_ca_topic_score_gemma":0.0021253303,"teacher_disagreement_score":0.013107207,"about_ca_system_score_codex":0.005994275,"about_ca_system_score_gemma":0.0038586191,"threshold_uncertainty_score":0.069318354},"labels":[],"label_agreement":null},{"id":"W3005936311","doi":"10.1145/1925861.1925879","title":"How internet concepts and technologies can help green and smarten the electrical grid","year":2011,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Smart grid; Computer science; The Internet; Grid; Carbon footprint; Renewable energy; Distributed computing; Telecommunications; World Wide Web; Electrical engineering; Greenhouse gas; Engineering","score_opus":0.05004288804101078,"score_gpt":0.25322221066476797,"score_spread":0.20317932262375718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005936311","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020061247,0.12944128,0.09573165,0.3571456,0.0056818114,0.00011219018,0.00022335249,0.00072603376,0.3908769],"genre_scores_gemma":[0.49452996,0.2463025,0.09036856,0.05019039,0.010639014,0.00029877157,0.00026094238,0.0005211986,0.10688864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984497,0.0008333321,0.000059969134,0.00012421378,0.0003913308,0.00014135489],"domain_scores_gemma":[0.99776256,0.0012486597,0.00014340742,0.00034749488,0.00032526624,0.00017256236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00250713,0.00045630024,0.00032795614,0.0017019276,0.0013996009,0.008536599,0.000779626,0.0038723624,0.007132246],"category_scores_gemma":[0.0049404786,0.00033811075,0.00043889158,0.001836469,0.0051010014,0.019204201,0.0016947963,0.0036181835,0.0023740488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016015198,0.000037326154,0.00035770025,0.00013610307,0.000018020182,0.00012877554,0.0006503731,0.0016317868,0.00032293887,0.9272791,0.02457933,0.044842504],"study_design_scores_gemma":[0.000015873286,0.000021580567,0.00022707174,0.0001874145,0.00001764734,0.00018950527,0.00073258067,0.0017825946,0.00035204086,0.56336594,0.43308052,0.000027265074],"about_ca_topic_score_codex":0.0026696662,"about_ca_topic_score_gemma":0.0036733677,"teacher_disagreement_score":0.008536599,"about_ca_system_score_codex":0.0019282462,"about_ca_system_score_gemma":0.0020438938,"threshold_uncertainty_score":0.02385968},"labels":[],"label_agreement":null},{"id":"W3009149236","doi":"10.1145/2534169.2491714","title":"Smart in-network deduplication for storage-aware SDN","year":2013,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Data deduplication; Computer science; Bottleneck; Computer network; Search engine indexing; Distributed computing; Overhead (engineering); Software-defined networking; Operating system; Embedded system","score_opus":0.032118283155579574,"score_gpt":0.27151683949083083,"score_spread":0.23939855633525126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009149236","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16438854,0.0028756063,0.8203885,0.00045148868,0.00053668657,0.00035004684,0.0002652826,0.004776497,0.0059673055],"genre_scores_gemma":[0.84457815,0.00067653955,0.15170312,0.00023717471,0.000111426896,0.00011749736,0.00033165698,0.00012845085,0.0021159342],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949026,0.00009449256,0.000075965145,0.000097850876,0.00018842319,0.000052938387],"domain_scores_gemma":[0.9979808,0.00042660595,0.00015770293,0.00082371413,0.00052676914,0.000084346226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011917095,0.00043787068,0.00048377368,0.0005616663,0.00073442305,0.0009989053,0.0015763659,0.00031186893,0.000782527],"category_scores_gemma":[0.002083637,0.00023050803,0.0002431691,0.0005324716,0.0004941504,0.0018171058,0.0009087108,0.00065501366,0.00017182415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013641135,0.00059787364,0.0126344105,0.0011972398,0.00024987423,0.000727869,0.0006960062,0.074423574,0.280872,0.052043427,0.01589925,0.55929434],"study_design_scores_gemma":[0.00011275376,0.00035115928,0.002160575,0.00006918394,0.0001446269,0.0008781594,0.00015467285,0.7534733,0.19877541,0.014476688,0.029323507,0.00008005045],"about_ca_topic_score_codex":0.00086265715,"about_ca_topic_score_gemma":0.0017449867,"teacher_disagreement_score":0.0015763659,"about_ca_system_score_codex":0.0008321223,"about_ca_system_score_gemma":0.00096470345,"threshold_uncertainty_score":0.0063024163},"labels":[],"label_agreement":null},{"id":"W3014396412","doi":"10.1145/3390251.3390254","title":"A survey on the current internet interconnection practices","year":2020,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Peering; Interconnection; Computer science; The Internet; Process (computing); Internet topology; Network topology; Computer network; Distributed computing; Telecommunications; Topology (electrical circuits); World Wide Web; Electrical engineering; Engineering","score_opus":0.2042575570085859,"score_gpt":0.3480534236731794,"score_spread":0.14379586666459349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014396412","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25419062,0.5088583,0.026386155,0.013480818,0.00074355333,0.00021420953,0.0023768465,0.0009826359,0.19276692],"genre_scores_gemma":[0.37515217,0.5812924,0.018168772,0.002710867,0.0009140137,0.00018287955,0.003943235,0.00039706693,0.017238636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967933,0.00081347045,0.0004380464,0.000381165,0.0013258193,0.0002481291],"domain_scores_gemma":[0.9866801,0.007117119,0.0019244362,0.0008615513,0.0030274563,0.00038941263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035568802,0.00045525774,0.0004129843,0.0059287925,0.0008093567,0.0033744613,0.0008933708,0.0011073801,0.004279714],"category_scores_gemma":[0.010047027,0.00039037678,0.00033819024,0.018947512,0.0007658839,0.006624085,0.001034015,0.0008804976,0.0015242936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001220023,0.00012425633,0.031800304,0.0039290898,0.00005061928,0.00033896122,0.0050305873,0.002333244,0.003121746,0.036619477,0.05699836,0.8595314],"study_design_scores_gemma":[0.0000080404825,0.00015466519,0.041593608,0.002652662,0.00008559705,0.0014965012,0.005797658,0.0021300626,0.0017956472,0.0053158356,0.9389038,0.00006588107],"about_ca_topic_score_codex":0.0027562575,"about_ca_topic_score_gemma":0.0029183575,"teacher_disagreement_score":0.0059287925,"about_ca_system_score_codex":0.0013269938,"about_ca_system_score_gemma":0.0012240363,"threshold_uncertainty_score":0.018810809},"labels":[],"label_agreement":null},{"id":"W3014642337","doi":"10.1145/2534169.2486023","title":"Less pain, most of the gain","year":2013,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Replica; Latency (audio); Computer network; Information-centric networking; Architecture; Routing (electronic design automation); TRACE (psycholinguistics); Simple (philosophy); Service (business); Content centric networking; Computer security; Distributed computing; Cache; Telecommunications","score_opus":0.03447428129802163,"score_gpt":0.2477086548005272,"score_spread":0.21323437350250557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014642337","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019552322,0.031601068,0.04577947,0.3139223,0.011242704,0.000098665405,0.0014262589,0.0020462333,0.574331],"genre_scores_gemma":[0.41105205,0.03461585,0.03648687,0.10591989,0.010469907,0.00016085923,0.0015035971,0.0013832743,0.3984078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875665,0.00028790763,0.000041240808,0.00019911671,0.0005106262,0.00020444857],"domain_scores_gemma":[0.99674416,0.00072111026,0.00021029792,0.00095552317,0.00088500575,0.00048389073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001991212,0.00095279113,0.0007422822,0.0009580211,0.0014972592,0.004592379,0.0013136582,0.0024667683,0.0763917],"category_scores_gemma":[0.009353455,0.0002998747,0.00057389494,0.0009316879,0.0027773026,0.009929843,0.003534059,0.003404238,0.029011454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004465112,0.00021305392,0.0020532191,0.0008638296,0.00010020385,0.000321648,0.0005985782,0.0013068054,0.0062808245,0.36322528,0.29846206,0.326128],"study_design_scores_gemma":[0.000041333842,0.000118258504,0.0010832463,0.0004920453,0.00005758888,0.0005924537,0.0008221679,0.0007387577,0.0013026096,0.08799286,0.90672654,0.00003215585],"about_ca_topic_score_codex":0.0029205228,"about_ca_topic_score_gemma":0.0035785595,"teacher_disagreement_score":0.0763917,"about_ca_system_score_codex":0.0023331316,"about_ca_system_score_gemma":0.0021826655,"threshold_uncertainty_score":0.2555557},"labels":[],"label_agreement":null},{"id":"W3159989400","doi":"10.1145/964725.633035","title":"Congestion control for high bandwidth-delay product networks","year":2002,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":265,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Computer science; Computer network; Network congestion; Bandwidth (computing); Queuing delay; Network packet; Flow control (data); Scalability; Active queue management; HSTCP; Bandwidth management; Bandwidth allocation; Queueing theory; Distributed computing; TCP Friendly Rate Control","score_opus":0.02451723703655837,"score_gpt":0.24494680995963347,"score_spread":0.2204295729230751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159989400","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049613148,0.0019072323,0.9419498,0.00070366496,0.00017733486,0.000080312835,0.000036289428,0.00033187534,0.0052004443],"genre_scores_gemma":[0.94851536,0.0014260616,0.04699635,0.0000922444,0.00014288058,0.000116851304,0.000037899037,0.00003570145,0.0026366282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890184,0.00037576223,0.000049126018,0.00013322417,0.00043706232,0.000102930964],"domain_scores_gemma":[0.9980751,0.0012160009,0.00021000596,0.0001435094,0.00029433245,0.00006100039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022867087,0.00050382037,0.0004253539,0.0006930524,0.00070036494,0.0014602246,0.0013154717,0.00074271945,0.0011329203],"category_scores_gemma":[0.006339919,0.00028969094,0.00028968265,0.0006570425,0.0017929297,0.0024982092,0.00062968326,0.0010652528,0.00010739861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092475835,0.000074657386,0.00073477963,0.00015117608,0.00004071714,0.00013486255,0.00016765585,0.53683835,0.006553199,0.40795612,0.0021878865,0.045068134],"study_design_scores_gemma":[0.000024085039,0.000038365604,0.00018569324,0.0000103253515,0.00001583502,0.000039861625,0.000016512047,0.89756364,0.0014083476,0.09797758,0.0027074295,0.000012333173],"about_ca_topic_score_codex":0.004125555,"about_ca_topic_score_gemma":0.002540827,"teacher_disagreement_score":0.004125555,"about_ca_system_score_codex":0.002150673,"about_ca_system_score_gemma":0.001241115,"threshold_uncertainty_score":0.015604258},"labels":[],"label_agreement":null},{"id":"W3160434771","doi":"10.1145/2043164.2018477","title":"Understanding network failures in data centers","year":2011,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":296,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Redundancy (engineering); Data center; Network packet; Computer network; Reliability (semiconductor); Networking hardware; Data redundancy; Distributed computing; Database; Operating system","score_opus":0.30447626234240915,"score_gpt":0.31065841747205536,"score_spread":0.006182155129646205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160434771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83338934,0.003916644,0.1484627,0.003866306,0.00008499738,0.00026058135,0.0012168337,0.00080644194,0.007996105],"genre_scores_gemma":[0.98857903,0.0007176063,0.009762811,0.000108216984,0.000062250256,0.00005427923,0.00026316056,0.00004105781,0.00041155485],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99893993,0.00029301393,0.00006488915,0.00020215791,0.00029992766,0.00020009388],"domain_scores_gemma":[0.99333376,0.0033728841,0.0012810922,0.00056648115,0.0011449036,0.00030088416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020613836,0.00087094854,0.00090728124,0.003431283,0.0015486482,0.0023888634,0.0014409712,0.0014201244,0.0010469671],"category_scores_gemma":[0.011374635,0.0005505111,0.0003748578,0.0024284336,0.0015835259,0.0053986544,0.001677569,0.0013977082,0.00026946786],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026485822,0.0002658937,0.15399724,0.0005191001,0.00018574289,0.0007607495,0.0027130663,0.70255893,0.0072619654,0.03630869,0.0076539055,0.087509856],"study_design_scores_gemma":[0.000026788419,0.00016823865,0.071588926,0.000088235734,0.00007973685,0.00030152957,0.0039698887,0.83508307,0.0032736082,0.07679319,0.008560644,0.00006617557],"about_ca_topic_score_codex":0.016149584,"about_ca_topic_score_gemma":0.007922961,"teacher_disagreement_score":0.016149584,"about_ca_system_score_codex":0.0022124525,"about_ca_system_score_gemma":0.001021966,"threshold_uncertainty_score":0.032111168},"labels":[],"label_agreement":null},{"id":"W3162816709","doi":"10.1145/2043164.2018439","title":"Let the market drive deployment","year":2011,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Research England; Microsoft Research; National Science Foundation","keywords":"Software deployment; Computer science; Computer security; The Internet; Revenue; Default-free zone; IPv6; Incentive; Routing (electronic design automation); Computer network; Routing protocol; Business; Static routing; World Wide Web; Finance","score_opus":0.04466105561956238,"score_gpt":0.26778875746565073,"score_spread":0.22312770184608835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162816709","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2325053,0.00094683794,0.15106793,0.081220925,0.00089520594,0.00024812264,0.0004084769,0.00089619076,0.531811],"genre_scores_gemma":[0.9730757,0.00044583136,0.0078069903,0.002709883,0.00014991185,0.000086480955,0.000047194622,0.00011415552,0.015563865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929416,0.00019966248,0.000014999111,0.00014939503,0.00014237684,0.00019936146],"domain_scores_gemma":[0.99764985,0.00088791247,0.000355582,0.00032649058,0.00040877232,0.00037143083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020197548,0.0004679849,0.00029368963,0.0007044379,0.001746087,0.0047240737,0.00069368776,0.0033473456,0.016906621],"category_scores_gemma":[0.012353076,0.00034978255,0.00036376982,0.0005433171,0.0023168481,0.008367696,0.0019951018,0.0026938578,0.0030139547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007874466,0.00007490787,0.0019048278,0.00004329761,0.00001624201,0.00031426633,0.00033204968,0.010895648,0.0021474813,0.94176394,0.016546885,0.02588169],"study_design_scores_gemma":[0.00014504405,0.0002516605,0.0028394114,0.000064092295,0.00002143112,0.00044225156,0.0015929249,0.06676068,0.0022316007,0.81767774,0.107913844,0.000059291397],"about_ca_topic_score_codex":0.003192876,"about_ca_topic_score_gemma":0.0025512024,"teacher_disagreement_score":0.016906621,"about_ca_system_score_codex":0.0021344095,"about_ca_system_score_gemma":0.0016016389,"threshold_uncertainty_score":0.05655825},"labels":[],"label_agreement":null},{"id":"W3163767163","doi":"10.1145/2740070.2631441","title":"Traffic statistics collection with FleXam","year":2014,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; OpenFlow; Visibility; Network packet; Sampling (signal processing); Software-defined networking; Context (archaeology); Controller (irrigation); Software; Real-time computing; Computer network; Operating system; Telecommunications; Detector","score_opus":0.018177356445623544,"score_gpt":0.25076903091489594,"score_spread":0.2325916744692724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163767163","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0632441,0.00052472355,0.7138641,0.0007639125,0.0004217286,0.00035507692,0.003516948,0.1964276,0.020881774],"genre_scores_gemma":[0.6383165,0.00032958813,0.3425002,0.0009268942,0.0002715973,0.0006246583,0.004774875,0.004677899,0.007577792],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978029,0.00037377747,0.00015538686,0.000508015,0.0010231858,0.0001367441],"domain_scores_gemma":[0.99409676,0.0019602906,0.00024037977,0.0024639922,0.00093559624,0.00030306453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002603225,0.0010639855,0.0008598083,0.0023356047,0.0005633335,0.0022428734,0.0018446416,0.0006220144,0.0074411356],"category_scores_gemma":[0.010576504,0.0005938219,0.00052907516,0.0015374464,0.00053274067,0.003182892,0.002835304,0.001397498,0.0021272828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023834165,0.00044126378,0.014737092,0.00030618985,0.00019246068,0.0007118119,0.0007839155,0.042250674,0.03848939,0.0236163,0.07197651,0.804111],"study_design_scores_gemma":[0.00017468062,0.0002490051,0.006212214,0.00008161445,0.000058557347,0.00072937086,0.00019238706,0.83439296,0.06100095,0.03309762,0.06361063,0.00019999308],"about_ca_topic_score_codex":0.0019004026,"about_ca_topic_score_gemma":0.0018016975,"teacher_disagreement_score":0.0074411356,"about_ca_system_score_codex":0.000676831,"about_ca_system_score_gemma":0.00091702555,"threshold_uncertainty_score":0.024893045},"labels":[],"label_agreement":null},{"id":"W3163791259","doi":"10.1145/1030194.1015474","title":"Locating internet bottlenecks","year":2004,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Bottleneck; Computer science; Computer network; Multihoming; The Internet; Network packet; Emulation; Distributed computing; Routing (electronic design automation); Internet topology; Internet Protocol; World Wide Web; Network topology; Embedded system","score_opus":0.02036760506841637,"score_gpt":0.2599633410511306,"score_spread":0.23959573598271425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163791259","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3666518,0.0065546534,0.5844599,0.00132754,0.00027493434,0.00035206752,0.0016393308,0.012642274,0.026097486],"genre_scores_gemma":[0.9018791,0.0015010171,0.09236678,0.0001919626,0.000083290055,0.00013367274,0.0009798531,0.00027177433,0.0025925087],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866664,0.00030851492,0.00006073872,0.000303484,0.00041396928,0.00024676815],"domain_scores_gemma":[0.99420905,0.002362976,0.0009272381,0.00082984497,0.001417962,0.00025292844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020880448,0.0008605041,0.001091031,0.004744943,0.0012786849,0.0021907173,0.0015853401,0.0016908057,0.0027860447],"category_scores_gemma":[0.011916868,0.00069297774,0.00040622984,0.0016672655,0.0006885175,0.004229139,0.00225325,0.0009931788,0.001300849],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011017213,0.0003726979,0.06734625,0.0011396967,0.0002649903,0.0014075375,0.0019367158,0.16762018,0.05339331,0.071899034,0.032364774,0.6011531],"study_design_scores_gemma":[0.00011780309,0.00048900064,0.021832101,0.00037183653,0.00033609488,0.002351855,0.0013954745,0.7866066,0.07125564,0.07073628,0.04426707,0.00024025001],"about_ca_topic_score_codex":0.0027409743,"about_ca_topic_score_gemma":0.001890314,"teacher_disagreement_score":0.004744943,"about_ca_system_score_codex":0.0013066243,"about_ca_system_score_gemma":0.0011853087,"threshold_uncertainty_score":0.011042714},"labels":[],"label_agreement":null},{"id":"W3169187296","doi":"10.1145/2043164.2018497","title":"Taming power peaks in mapreduce clusters","year":2011,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Cloud computing; Distributed computing; Energy consumption; Big data; The Internet; Power (physics); Energy (signal processing); Power consumption; Service (business); Data science; Operating system","score_opus":0.04239649330035479,"score_gpt":0.26424111997225963,"score_spread":0.22184462667190485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169187296","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17840524,0.0023744775,0.78730875,0.0034113147,0.00058514334,0.00017388092,0.00009605996,0.0071647195,0.020480435],"genre_scores_gemma":[0.9650323,0.00046467636,0.031014621,0.00067215785,0.00013121706,0.00006112965,0.000043692602,0.00048357883,0.002096548],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998779,0.00030598967,0.00003648783,0.00021538489,0.00045103102,0.00021213101],"domain_scores_gemma":[0.99713326,0.0012737226,0.0002149529,0.000713327,0.0004382898,0.00022653352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001664799,0.00063633523,0.0005597248,0.00053974066,0.0011781175,0.0018008403,0.0021458166,0.0008036275,0.001321415],"category_scores_gemma":[0.0062572677,0.00051692495,0.0004364028,0.0005884284,0.0014018466,0.0025521137,0.001991848,0.0013809287,0.00061039947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012259474,0.00055985444,0.011835831,0.0006110121,0.00019671873,0.0008925675,0.0028226883,0.3756254,0.07382754,0.13178304,0.029418785,0.37120065],"study_design_scores_gemma":[0.000119027965,0.00041019634,0.003455574,0.00007459862,0.00011597709,0.00040976764,0.0013445255,0.7535851,0.06543452,0.13697201,0.037951358,0.00012738869],"about_ca_topic_score_codex":0.002084225,"about_ca_topic_score_gemma":0.0021799277,"teacher_disagreement_score":0.0021458166,"about_ca_system_score_codex":0.0009878931,"about_ca_system_score_gemma":0.0012792904,"threshold_uncertainty_score":0.0088044405},"labels":[],"label_agreement":null},{"id":"W3194548357","doi":"10.1145/2534169.2491183","title":"Empowering the creative user","year":2013,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Personalization; Path (computing); Multimedia; Nonlinear system; Interface (matter); Human–computer interaction; World Wide Web; Computer network; Operating system","score_opus":0.049141000110117024,"score_gpt":0.3808352678784859,"score_spread":0.33169426776836886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194548357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20610234,0.0030183536,0.2956529,0.017327076,0.0016840106,0.0005650361,0.00020032258,0.007942123,0.46750784],"genre_scores_gemma":[0.7025792,0.0020460542,0.10414882,0.0058501572,0.000703125,0.00056010083,0.00021991169,0.0011005938,0.18279207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778795,0.0010156642,0.00007616976,0.0002490596,0.000582497,0.00028866797],"domain_scores_gemma":[0.9955379,0.0015066565,0.00024997184,0.0010877053,0.00041900313,0.001198855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00271711,0.00075667474,0.00031512944,0.00074804865,0.0023841339,0.007871971,0.0016244743,0.0018111875,0.024139551],"category_scores_gemma":[0.00831673,0.00031608384,0.00051209,0.000350392,0.0040517454,0.0069026877,0.011914017,0.0021572823,0.007956133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036495662,0.00064450904,0.00695393,0.0007663185,0.000040159644,0.0022160164,0.08140497,0.00085733127,0.026492454,0.22069769,0.09144115,0.56812054],"study_design_scores_gemma":[0.00009835246,0.000254888,0.0015179804,0.0003895993,0.00004335003,0.0032958752,0.019691464,0.003969269,0.007221272,0.057134487,0.9062833,0.00010018657],"about_ca_topic_score_codex":0.00027197096,"about_ca_topic_score_gemma":0.00037638735,"teacher_disagreement_score":0.024139551,"about_ca_system_score_codex":0.0006363213,"about_ca_system_score_gemma":0.0011401137,"threshold_uncertainty_score":0.080754876},"labels":[],"label_agreement":null},{"id":"W4231461540","doi":"10.1145/2377677.2377719","title":"It's not easy being green","year":2012,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Hewlett-Packard Development Company","keywords":"Carbon footprint; Computer science; Software deployment; Electricity; Upgrade; Latency (audio); The Internet; Computer network; Workload; Environmental economics; Greenhouse gas; Telecommunications; Operating system","score_opus":0.05759352750242262,"score_gpt":0.29578543281255343,"score_spread":0.2381919053101308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231461540","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02948495,0.012046761,0.020366121,0.5739395,0.019139078,0.000101536476,0.00063324184,0.0014221707,0.34286657],"genre_scores_gemma":[0.39889964,0.019332267,0.019484023,0.20817709,0.003941316,0.0001456035,0.00070265203,0.0015401118,0.34777737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793327,0.0005567996,0.000058352427,0.00038130535,0.00066280534,0.00040735767],"domain_scores_gemma":[0.99480224,0.0011637675,0.0003885942,0.0010325653,0.0016396609,0.00097324327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027087708,0.000598535,0.00059339276,0.000710188,0.0057605524,0.007585906,0.0010444392,0.0036489088,0.021927731],"category_scores_gemma":[0.007972219,0.0003311476,0.0006101208,0.0008918071,0.0063017514,0.013074434,0.0031298506,0.0069923736,0.010596109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016151213,0.00022628058,0.0029888072,0.00034719656,0.00009136939,0.00043067787,0.0027136079,0.00086978043,0.002803465,0.28570837,0.56260794,0.14105096],"study_design_scores_gemma":[0.000018943461,0.000058669302,0.0008893029,0.00019656021,0.000020261517,0.00020800592,0.0029577774,0.00037836516,0.0008352717,0.081613965,0.91278684,0.00003600079],"about_ca_topic_score_codex":0.0056428234,"about_ca_topic_score_gemma":0.009056946,"teacher_disagreement_score":0.021927731,"about_ca_system_score_codex":0.0024593498,"about_ca_system_score_gemma":0.0034812782,"threshold_uncertainty_score":0.073355615},"labels":[],"label_agreement":null},{"id":"W4235471387","doi":"10.1145/2740070.2631457","title":"DOT","year":2014,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Testbed; OpenFlow; Scalability; Software-defined networking; Computer network; Network topology; Distributed computing; Emulation; Operating system","score_opus":0.02487603365855854,"score_gpt":0.2693154465167239,"score_spread":0.24443941285816537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235471387","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058599925,0.0009794655,0.053662788,0.004730366,0.0026431386,0.00043726023,0.012071945,0.048574463,0.8710406],"genre_scores_gemma":[0.048280254,0.0014833383,0.042392947,0.003533465,0.00066068076,0.00054201315,0.035848666,0.012901307,0.85435736],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980519,0.0002870032,0.000098310695,0.00044287578,0.00086295337,0.00025704337],"domain_scores_gemma":[0.99623317,0.0003864119,0.00017486134,0.00093321345,0.0015762816,0.0006960915],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016937396,0.0007936036,0.0005645264,0.0012253468,0.0014068399,0.0044075935,0.0019522737,0.0016595735,0.35824072],"category_scores_gemma":[0.0051486255,0.0004997174,0.0005003738,0.0012854357,0.00058224145,0.0044190222,0.0033434425,0.0016376496,0.23454419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003396169,0.00014867196,0.0013989238,0.0002860007,0.000016888265,0.000284471,0.00024736975,0.0007319376,0.0050871028,0.05602055,0.74923694,0.18620145],"study_design_scores_gemma":[0.000023195049,0.00003234188,0.0002809259,0.0000309174,0.0000037401114,0.00012253154,0.000042478114,0.000960832,0.0010453507,0.0029661774,0.99448216,0.000009407088],"about_ca_topic_score_codex":0.0027981345,"about_ca_topic_score_gemma":0.003631776,"teacher_disagreement_score":0.6417593,"about_ca_system_score_codex":0.001421336,"about_ca_system_score_gemma":0.0022460064,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4239036755","doi":"10.1145/2740070.2626332","title":"Quartz","year":2014,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Computer science; Multiplexer; Latency (audio); Scalability; Computer network; Adapter (computing); Network element; Multiplexing; Embedded system; Computer hardware; Telecommunications; Operating system","score_opus":0.020455727088665773,"score_gpt":0.2642498503661811,"score_spread":0.24379412327751532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239036755","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05447024,0.0023074083,0.4443222,0.0015121244,0.0012198306,0.00046979164,0.0023366408,0.013693147,0.47966856],"genre_scores_gemma":[0.49652728,0.0021498243,0.20460807,0.0012146496,0.00026806793,0.00037319036,0.0035700079,0.001667674,0.2896212],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996568,0.00002955064,0.000011897731,0.00007931378,0.00017681145,0.00004552054],"domain_scores_gemma":[0.9996271,0.000058180405,0.000036070196,0.00009350323,0.00015152703,0.00003354272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039503383,0.0004014129,0.00023071098,0.0004121069,0.00065464986,0.0012382293,0.000993679,0.0005223164,0.051064342],"category_scores_gemma":[0.00080262066,0.00027995274,0.00020453343,0.00043348788,0.0003102509,0.0012124971,0.0007611049,0.00045898484,0.014144239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000651156,0.00017035527,0.002569609,0.00089243514,0.000041091145,0.0002664783,0.00029697284,0.017980598,0.18299404,0.17990598,0.10495579,0.50927544],"study_design_scores_gemma":[0.00006639953,0.00030011433,0.001084561,0.0000703557,0.000026088324,0.00027578225,0.00008603464,0.030747553,0.07370854,0.012643578,0.88095576,0.000035246205],"about_ca_topic_score_codex":0.0011566536,"about_ca_topic_score_gemma":0.0022730657,"teacher_disagreement_score":0.051064342,"about_ca_system_score_codex":0.0007000473,"about_ca_system_score_gemma":0.00050792476,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4243469346","doi":"10.1145/2043164.2018490","title":"Covert channels in multiple access protocols","year":2011,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Covert channel; Covert; Transmitter; Computer network; Channel (broadcasting); Protocol (science); Scheme (mathematics); Communications protocol; Operating system","score_opus":0.13653926844603417,"score_gpt":0.34309951030984803,"score_spread":0.20656024186381386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243469346","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026279364,0.00429593,0.946469,0.0014898723,0.0003521777,0.00016747651,0.000040037354,0.00018923862,0.02071688],"genre_scores_gemma":[0.8173856,0.007423764,0.16580606,0.00059498247,0.00119375,0.000603487,0.00006988062,0.00008386394,0.006838655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9946232,0.0024971587,0.00018836002,0.0005491845,0.0017997685,0.00034230802],"domain_scores_gemma":[0.98746663,0.009498229,0.0008855683,0.0013682785,0.00062452373,0.00015680392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031028073,0.00075608946,0.00084494584,0.0013108798,0.0013448943,0.0022810455,0.0009158363,0.002459007,0.0019163149],"category_scores_gemma":[0.012433102,0.00065527216,0.00058699975,0.001624752,0.0046086204,0.0050313706,0.00189151,0.0028907696,0.0005024263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062537874,0.00002463241,0.00026405448,0.00017875594,0.000017960394,0.00018960252,0.00024268996,0.022860788,0.0027612709,0.94797444,0.00073818734,0.02468509],"study_design_scores_gemma":[0.000048185768,0.00019394305,0.00019333199,0.00011499186,0.000034304783,0.0006091182,0.00007237694,0.22720538,0.0049936115,0.75191975,0.01457328,0.000041713],"about_ca_topic_score_codex":0.00026209833,"about_ca_topic_score_gemma":0.00017679014,"teacher_disagreement_score":0.0031028073,"about_ca_system_score_codex":0.0012613096,"about_ca_system_score_gemma":0.0007294557,"threshold_uncertainty_score":0.016409397},"labels":[],"label_agreement":null},{"id":"W4246329366","doi":"10.1145/2829988.2790028","title":"nf.io","year":2015,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; World Wide Web","score_opus":0.07748817443150864,"score_gpt":0.30360545571211706,"score_spread":0.22611728128060843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246329366","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011122727,0.0037614605,0.00079827855,0.0032471712,0.003311642,0.00022283994,0.012557493,0.002100678,0.97288835],"genre_scores_gemma":[0.012196742,0.0030945754,0.0008518909,0.0020887617,0.00081815495,0.0002625275,0.01384585,0.00061618147,0.9662253],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995135,0.00006633286,0.00001985351,0.00013351784,0.00012214846,0.00014463192],"domain_scores_gemma":[0.99938,0.00009148479,0.000029106806,0.00009646634,0.0001285999,0.00027439173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006518056,0.0015769611,0.001751682,0.0018016641,0.0010728948,0.0031704667,0.0020770223,0.0029348708,0.92172885],"category_scores_gemma":[0.001798667,0.000535401,0.0008008509,0.0008728602,0.0007827948,0.0012753189,0.0029860442,0.001980823,0.8846463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001701609,0.00048015296,0.00044376534,0.001351972,0.000038924572,0.00042145723,0.00006903531,0.0001469532,0.003736191,0.004350898,0.7050187,0.28224036],"study_design_scores_gemma":[0.0001640941,0.00012916612,0.00052536564,0.00041117592,0.000018791972,0.00029938598,0.000049646045,0.00009043281,0.0005957707,0.00096517627,0.99674124,0.000009794587],"about_ca_topic_score_codex":0.003492656,"about_ca_topic_score_gemma":0.0022683633,"teacher_disagreement_score":0.92172885,"about_ca_system_score_codex":0.0011525216,"about_ca_system_score_gemma":0.001157241,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4250013586","doi":"10.1145/1851275.1851255","title":"Caliper","year":2010,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Calipers; Computer science; Software; x86; Network packet; Field-programmable gate array; Operating system; Computer network","score_opus":0.018816068351026668,"score_gpt":0.27585738580228114,"score_spread":0.25704131745125447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250013586","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026734471,0.0009267029,0.5566652,0.0008161004,0.0010289361,0.0012661999,0.012660683,0.22424987,0.17565186],"genre_scores_gemma":[0.23592764,0.0014559481,0.53582984,0.001311065,0.00022299471,0.002003881,0.03445521,0.02895186,0.1598415],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882764,0.00009023869,0.00006655154,0.00023186654,0.00067597226,0.00010778292],"domain_scores_gemma":[0.99802136,0.0004941517,0.00012209378,0.00046922814,0.0007498955,0.00014327085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012572556,0.0008933958,0.00063466723,0.001138334,0.00056640664,0.0014594245,0.0024314865,0.00079755415,0.05114663],"category_scores_gemma":[0.0043208627,0.00050501496,0.00052228005,0.00085573475,0.00044009814,0.0020257083,0.0015009657,0.0014674587,0.01815694],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009446596,0.0002390017,0.0029624454,0.000885876,0.00006514935,0.00032363308,0.00048519645,0.025489673,0.044604987,0.04155437,0.296138,0.58630705],"study_design_scores_gemma":[0.00039050277,0.00042362872,0.0025730846,0.00012587612,0.00007035173,0.000545687,0.0001337141,0.20620362,0.05586227,0.020117298,0.7134148,0.0001392729],"about_ca_topic_score_codex":0.0026163305,"about_ca_topic_score_gemma":0.0037134858,"teacher_disagreement_score":0.05114663,"about_ca_system_score_codex":0.00077858224,"about_ca_system_score_gemma":0.0013365416,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4252579873","doi":"10.1145/2377677.2377681","title":"HyperDex","year":2012,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Scalability; Key (lock); Hash function; Chaining; Distributed computing; Consistency (knowledge bases); Object (grammar); Overhead (engineering); Block (permutation group theory); Hash table; Implementation; Database; Software engineering; Operating system","score_opus":0.044920305062780524,"score_gpt":0.2853808686881626,"score_spread":0.24046056362538207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252579873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015576207,0.0044352384,0.22081347,0.0033730513,0.0036516208,0.0012134789,0.03083559,0.1914204,0.528681],"genre_scores_gemma":[0.15976915,0.0065459916,0.15118498,0.004227992,0.0012278458,0.001667181,0.10293535,0.03358271,0.53885883],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981828,0.00026647793,0.00020497966,0.00031714732,0.0007511801,0.0002774523],"domain_scores_gemma":[0.9965927,0.0004931463,0.00013844235,0.0015951107,0.00081547746,0.00036518107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014122698,0.00094198936,0.000975818,0.0014628515,0.0013121689,0.0062845876,0.0032407576,0.0015811214,0.13579422],"category_scores_gemma":[0.005222865,0.0008683197,0.00090031844,0.0024747823,0.000915329,0.010081622,0.0076008392,0.0021383944,0.09687919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013817697,0.0002263614,0.00183791,0.00095829123,0.00009463029,0.00051088346,0.0005183362,0.0026194765,0.008099722,0.15580937,0.598323,0.2296203],"study_design_scores_gemma":[0.00010801035,0.00006892025,0.00030527887,0.000092568356,0.000028073026,0.000339484,0.0001225984,0.0048510465,0.008308107,0.031293124,0.9544316,0.000051206876],"about_ca_topic_score_codex":0.0015105068,"about_ca_topic_score_gemma":0.0013158275,"teacher_disagreement_score":0.13579422,"about_ca_system_score_codex":0.0010245421,"about_ca_system_score_gemma":0.0020801588,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4253388873","doi":"10.1145/964725.633048","title":"Route oscillations in I-BGP with route reflection","year":2002,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Border Gateway Protocol; Computer science; Default-free zone; Reflection (computer programming); Protocol (science); Computer network; Routing (electronic design automation); Routing protocol; Distributed computing; Static routing","score_opus":0.03686506544077125,"score_gpt":0.25991397008201556,"score_spread":0.2230489046412443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253388873","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14331622,0.00046410412,0.8482392,0.0013289788,0.00008848236,0.00010317531,0.00006074151,0.000349291,0.0060498267],"genre_scores_gemma":[0.87150663,0.00049206946,0.12539107,0.00025950206,0.00012367187,0.00014191077,0.000089279834,0.00009292501,0.0019029072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967925,0.0014887309,0.00013457409,0.00054587686,0.0006308013,0.00040744068],"domain_scores_gemma":[0.9880034,0.008517136,0.0014213135,0.001251941,0.00055098353,0.00025518448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004773439,0.0005651235,0.0009457015,0.000628713,0.0010789951,0.0020570485,0.0021443928,0.0018727401,0.001138186],"category_scores_gemma":[0.018923152,0.00064531,0.00091192964,0.0010803337,0.003168335,0.005015747,0.0023456898,0.0028466552,0.0001662219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024175951,0.00015748237,0.0029378305,0.00016392858,0.000077509445,0.0005629859,0.0005846935,0.62946874,0.0047536315,0.33256963,0.002072369,0.026409475],"study_design_scores_gemma":[0.000057365258,0.00010308508,0.00028161486,0.000015971818,0.000035607554,0.0001725259,0.0001441673,0.8257779,0.0023974914,0.16939797,0.0015967241,0.00001959483],"about_ca_topic_score_codex":0.0017636192,"about_ca_topic_score_gemma":0.0010313429,"teacher_disagreement_score":0.004773439,"about_ca_system_score_codex":0.001424325,"about_ca_system_score_gemma":0.0010357422,"threshold_uncertainty_score":0.025244653},"labels":[],"label_agreement":null},{"id":"W4253729210","doi":"10.1145/2043164.2018466","title":"DevoFlow","year":2011,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":537,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"OpenFlow; Visibility; Computer science; Overhead (engineering); Table (database); Controller (irrigation); Ethernet; Data center; Computer network; Distributed computing; Network switch; Real-time computing; Software-defined networking; Operating system; Database","score_opus":0.07095625742585521,"score_gpt":0.26534487024631453,"score_spread":0.19438861282045933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253729210","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028341822,0.0013732607,0.52839434,0.0017339885,0.0013867186,0.0010158186,0.007712987,0.2566927,0.17334835],"genre_scores_gemma":[0.24098311,0.0022016345,0.4538764,0.003203323,0.00045545117,0.001855057,0.040603805,0.050481673,0.2063396],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988838,0.00012126162,0.000078604215,0.00030080392,0.00043904336,0.00017647332],"domain_scores_gemma":[0.99784446,0.0004859375,0.00012137436,0.00077133905,0.0004964176,0.0002805305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017440858,0.0010067755,0.0004528262,0.00092893786,0.0007182135,0.0021046626,0.0033718403,0.00086992636,0.043148506],"category_scores_gemma":[0.0050830166,0.00077647093,0.0008528742,0.00062115624,0.0008215264,0.004349393,0.0039081373,0.0018049345,0.010483743],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013215917,0.00033867982,0.003952153,0.0007858573,0.00009513146,0.00029824808,0.0006366658,0.009578081,0.01851188,0.06966426,0.34849262,0.54632485],"study_design_scores_gemma":[0.0001881119,0.00026356874,0.0010431537,0.00010392598,0.00005077672,0.00040031344,0.00006883784,0.030235937,0.020542929,0.02437187,0.92264074,0.00008985693],"about_ca_topic_score_codex":0.002853283,"about_ca_topic_score_gemma":0.0031052227,"teacher_disagreement_score":0.043148506,"about_ca_system_score_codex":0.0010494506,"about_ca_system_score_gemma":0.001605343,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4255543629","doi":"10.1145/964723.383067","title":"Scalable on-demand media streaming with packet loss recovery","year":2001,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Scalability; Computer science; Simple (philosophy); Network packet; Set (abstract data type); Distributed computing; On demand; Computer network; Real Time Streaming Protocol; The Internet; Multimedia; World Wide Web; Database","score_opus":0.028610807353852456,"score_gpt":0.2683623417161863,"score_spread":0.23975153436233382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255543629","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037223734,0.00067485945,0.9546912,0.00034389005,0.000069098736,0.00013757621,0.00006938937,0.0022559036,0.0045343647],"genre_scores_gemma":[0.811627,0.0011230704,0.18286866,0.000113041424,0.00012678634,0.0001668547,0.00018549465,0.0002184338,0.0035707324],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987437,0.0002705128,0.000046736655,0.00009850192,0.0007427112,0.00009776175],"domain_scores_gemma":[0.99858296,0.00064223673,0.00015908667,0.0002492409,0.00030697268,0.000059486105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013847353,0.0007289762,0.0009408703,0.00050263177,0.00038238775,0.0008249548,0.0017195434,0.0005814249,0.0006972147],"category_scores_gemma":[0.0034371286,0.00033942764,0.000491862,0.00045056356,0.000543622,0.0015171351,0.0011293117,0.0011408954,0.0003563518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002626604,0.00019023828,0.00072063593,0.00024215522,0.000070862734,0.00025373814,0.00017165628,0.7408308,0.05776422,0.051121164,0.0038238957,0.14454786],"study_design_scores_gemma":[0.000007911749,0.000040668852,0.000056478082,0.0000051710067,0.000005593122,0.00003057131,0.0000074249547,0.9921312,0.003241807,0.003768654,0.0006974907,0.000006959545],"about_ca_topic_score_codex":0.0028461881,"about_ca_topic_score_gemma":0.0019130909,"teacher_disagreement_score":0.0028461881,"about_ca_system_score_codex":0.00095537,"about_ca_system_score_gemma":0.0009176938,"threshold_uncertainty_score":0.007323265},"labels":[],"label_agreement":null},{"id":"W4384835165","doi":"10.1145/3610381.3610387","title":"A Retrospective on Campus Network Traffic Monitoring","year":2023,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Backup; Computer science; The Internet; Data collection; Campus network; Internet traffic; Data science; Computer security; World Wide Web; Telecommunications; Database; Sociology","score_opus":0.033140051213011196,"score_gpt":0.2904365840621183,"score_spread":0.25729653284910714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384835165","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6548975,0.034124885,0.011358817,0.07106462,0.006607594,0.000792135,0.067894146,0.0024706319,0.15078971],"genre_scores_gemma":[0.815741,0.057105336,0.0048988024,0.019424837,0.0051960945,0.000535028,0.054357022,0.00080288603,0.041938916],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439985,0.0011699622,0.0010563663,0.0005956722,0.0022802588,0.00049789925],"domain_scores_gemma":[0.95881486,0.005976409,0.007140717,0.0027677086,0.022409333,0.0028909412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004585209,0.00032552273,0.0003042354,0.00445477,0.0018216321,0.003091098,0.00073093263,0.00080731703,0.0025030083],"category_scores_gemma":[0.028287742,0.00040505468,0.00018801368,0.007433831,0.0005764002,0.0019250298,0.0018108444,0.0026281518,0.0025895196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039821942,0.00023783668,0.32352635,0.0009225971,0.0000867468,0.0011834282,0.0073044365,0.0010922952,0.0025636924,0.0067400485,0.40354058,0.25240377],"study_design_scores_gemma":[0.0000051487427,0.0001608893,0.33247906,0.001035874,0.000057391422,0.00089669524,0.0069260127,0.00061684,0.0025098172,0.0005555169,0.6546736,0.00008317291],"about_ca_topic_score_codex":0.032507755,"about_ca_topic_score_gemma":0.032196797,"teacher_disagreement_score":0.032507755,"about_ca_system_score_codex":0.0032090398,"about_ca_system_score_gemma":0.0034785995,"threshold_uncertainty_score":0.064637065},"labels":[],"label_agreement":null}]}