{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"febbe2a238b2","filters":{"venue":"International Conference on Enterprise Information Systems"}},"results":[{"id":"W12271918","doi":"","title":"Tracker: a framework to support reducing rework through decision management","year":2003,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rework; Computer science; Natural language; Decision support system; Variety (cybernetics); Focus (optics); Project management; Artificial intelligence; Knowledge management; Software engineering; Systems engineering; Engineering","authors":[{"name":"Paul Rayson","is_ca":false},{"name":"Bernadette Sharp","is_ca":false},{"name":"Alan Alderson","is_ca":false},{"name":"John Cartmell","is_ca":false},{"name":"Claude C. Chibelushi","is_ca":false},{"name":"Rodney J. Clarke","is_ca":false},{"name":"Alan Dix","is_ca":false},{"name":"Victor Onditi","is_ca":false},{"name":"Ariana Quek","is_ca":false},{"name":"Devina Ramduny-Ellis","is_ca":false},{"name":"Andrew M. Salter","is_ca":false},{"name":"Huma Shah","is_ca":false},{"name":"Ian Sommerville","is_ca":false},{"name":"Philip C. Windridge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03248804448654458,"gpt":0.3185258794898372,"spread":0.2860378350032927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01834187,0.001909213,0.001237669,0.003827897,0.001625219,0.006790013,0.006044814,0.002930129,0.01418753],"category_scores_gemma":[0.04140899,0.00111952,0.001562952,0.002687286,0.001525017,0.008120337,0.006456552,0.003020863,0.008721021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429908,"about_ca_system_score_gemma":0.006190696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004594125,"about_ca_topic_score_gemma":0.005548291,"domain_scores_codex":[0.9904402,0.00449441,0.001073811,0.001214964,0.002180956,0.0005955235],"domain_scores_gemma":[0.9765154,0.01224689,0.00166956,0.003326002,0.003160717,0.003081404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007643515,0.001891186,0.007785718,0.0008667131,0.0002157015,0.0006115596,0.003986882,0.01553153,0.004111927,0.04679476,0.1280733,0.7893664],"study_design_scores_gemma":[0.0008618501,0.0007575483,0.003440692,0.0008783102,0.0002556109,0.0009695268,0.002262365,0.2811715,0.00944028,0.1674159,0.5321015,0.0004450227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00489585,0.0002511793,0.9249128,0.003272726,0.0003425391,0.001770537,0.001057263,0.05182569,0.0116715],"genre_scores_gemma":[0.0401105,0.0003458813,0.9453652,0.0006908834,0.000160182,0.001839017,0.002688969,0.001342858,0.007456551],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01834187,"threshold_uncertainty_score":0.09700221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W32392701","doi":"10.3390/ani10050807","title":"A Process-Centered Approach for Kdd Application Management.","year":2003,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Computer science; Process (computing); Process mining; Process management; Knowledge management; Business process management; Work in process; Business process; Engineering; Operations management","authors":[{"name":"Cinara Ghedini","is_ca":false},{"name":"Karin Becker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02836342052055372,"gpt":0.2823960665977336,"spread":0.2540326460771798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003814438,0.001245679,0.0009876861,0.001654183,0.000751053,0.003777437,0.002795352,0.0012031,0.01094999],"category_scores_gemma":[0.003457497,0.0006587486,0.001405317,0.001679338,0.0007059863,0.002271381,0.003116716,0.001571554,0.008340269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013148,"about_ca_system_score_gemma":0.004177288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122402,"about_ca_topic_score_gemma":0.003795332,"domain_scores_codex":[0.9961321,0.0005342006,0.0002704918,0.0008593191,0.00188072,0.0003230907],"domain_scores_gemma":[0.9974949,0.0003233276,0.0002594292,0.0007107105,0.0009868994,0.0002246747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002689546,0.00092757,0.00468539,0.001577498,0.0002271085,0.0002161117,0.0004483118,0.02800312,0.05547375,0.02108679,0.02475405,0.8623314],"study_design_scores_gemma":[0.0001945232,0.0008332836,0.008196192,0.0005763466,0.0003228852,0.000659949,0.001278146,0.2735139,0.0805917,0.05320835,0.580431,0.0001938129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006811774,0.001113853,0.9530101,0.0009435996,0.0002545476,0.001246295,0.00100551,0.01206982,0.02354442],"genre_scores_gemma":[0.09587114,0.001448453,0.8830375,0.0007613365,0.0001282342,0.0009681182,0.002944248,0.0007784491,0.01406257],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01094999,"threshold_uncertainty_score":0.03663141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2407745834","doi":"","title":"An XML Based Administration Method on Role-Based Access Control in the Enterprise Environment.","year":2003,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Access Control and Trust","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; XML; Access control; Markup language; Scope (computer science); Role-based access control; Database; Security policy; SOAP; Computer security; World Wide Web; Programming language","authors":[{"name":"Cungang Yang","is_ca":true},{"name":"Chang N. Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03355038257338328,"gpt":0.3522058315935679,"spread":0.3186554490201847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003739468,0.0006390942,0.0005062982,0.001632244,0.001434557,0.002863713,0.002028631,0.001690588,0.006495943],"category_scores_gemma":[0.005661425,0.0005932166,0.001135807,0.001077134,0.001592194,0.006257641,0.002403569,0.002431524,0.002996069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252391,"about_ca_system_score_gemma":0.002101483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002159996,"about_ca_topic_score_gemma":0.002067718,"domain_scores_codex":[0.9966149,0.001210025,0.0002950693,0.0005080086,0.001206778,0.000165122],"domain_scores_gemma":[0.9976215,0.0007692037,0.0001923783,0.0006735579,0.0005668627,0.0001763852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009259482,0.0001499995,0.0007072997,0.0002042314,0.00006314876,0.0003569418,0.001037184,0.003142,0.006903908,0.6952555,0.02396628,0.2681209],"study_design_scores_gemma":[0.0001702901,0.0001887725,0.0008297415,0.0003040085,0.0001214619,0.001857644,0.0005659684,0.1800312,0.0291911,0.226552,0.5600011,0.0001867751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001320314,0.0003132235,0.9862682,0.0007742883,0.0003002678,0.0002204694,0.00007878917,0.001805192,0.00891935],"genre_scores_gemma":[0.04525301,0.0005396939,0.9236344,0.000643439,0.0001926894,0.0004202888,0.0003024733,0.0003185521,0.02869548],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006495943,"threshold_uncertainty_score":0.02173114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W29349162","doi":"10.1016/j.ssmph.2016.06.003","title":"Performance Overhead of ERP Systems in Paravirtualized Environments.","year":2009,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Overhead (engineering); Embedded system; Operating system","authors":[{"name":"André Bögelsack","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01529551962260942,"gpt":0.2495881676425833,"spread":0.2342926480199738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002718656,0.0004470356,0.0002603822,0.0007329786,0.000633811,0.001700772,0.0008442469,0.0003508134,0.007271027],"category_scores_gemma":[0.01675748,0.0002119747,0.0002552743,0.0009059652,0.0002613313,0.001605992,0.0009573181,0.0004894065,0.003497886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007511868,"about_ca_system_score_gemma":0.0008603942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004219311,"about_ca_topic_score_gemma":0.004028179,"domain_scores_codex":[0.9969853,0.001005254,0.0002219816,0.0003309153,0.001118311,0.0003383417],"domain_scores_gemma":[0.9861108,0.004759905,0.001332229,0.003316602,0.003375322,0.001105137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002526665,0.001152291,0.1201496,0.0005569756,0.0002413385,0.001029798,0.002330293,0.0150821,0.02196283,0.003615257,0.01966967,0.8116831],"study_design_scores_gemma":[0.0005023045,0.004322413,0.7037629,0.0003190119,0.0004252088,0.002052294,0.003642872,0.1719765,0.02349959,0.009791618,0.07948426,0.0002209494],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604599,0.0005956283,0.01044904,0.0006845025,0.000214802,0.0001760881,0.0006215211,0.002362284,0.02443612],"genre_scores_gemma":[0.9907635,0.0001385796,0.004770791,0.00008251394,0.00004616392,0.00003666268,0.0005531074,0.0001110203,0.003497727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007271027,"threshold_uncertainty_score":0.024324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W32460722","doi":"10.1186/s12885-020-06943-w","title":"Performance Improvement of Distributed Database Management Systems.","year":2003,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Distributed database; Database","authors":[{"name":"Josep Maria Muixi","is_ca":false},{"name":"August Climent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01920917289225621,"gpt":0.2540870962401589,"spread":0.2348779233479027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01098804,0.001032725,0.0006622523,0.001429621,0.0008510282,0.002461839,0.001820302,0.000639497,0.005394239],"category_scores_gemma":[0.02536499,0.0003177653,0.0004114653,0.001807699,0.0004017015,0.002372583,0.001627867,0.0007978714,0.002460413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196345,"about_ca_system_score_gemma":0.001939092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320783,"about_ca_topic_score_gemma":0.002276151,"domain_scores_codex":[0.9908602,0.00319117,0.0006230331,0.001023294,0.003467649,0.0008346023],"domain_scores_gemma":[0.9840249,0.004705813,0.0009193755,0.004289493,0.005027498,0.001032919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001720911,0.0006121293,0.02396618,0.0004663747,0.0001505668,0.0001043168,0.0003665267,0.02783404,0.007329153,0.007690609,0.05169162,0.8780675],"study_design_scores_gemma":[0.0009651861,0.003538102,0.05693126,0.0003006093,0.0005331093,0.0007509741,0.0009186011,0.742537,0.03722693,0.03131112,0.1248561,0.0001309879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4522779,0.02837603,0.3755519,0.01294112,0.002710129,0.001387449,0.00537374,0.03903103,0.08235072],"genre_scores_gemma":[0.9166233,0.001852971,0.07041774,0.0003289203,0.0003803383,0.0001884846,0.003953037,0.0004011354,0.005854079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098804,"threshold_uncertainty_score":0.05811101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2404406568","doi":"","title":"Granular Cognitive Map Reconstruction - Adjusting Granularity Parameters","year":2014,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Granularity; Computer science; Granular computing; Artificial intelligence; Cognition; Computer vision; Data mining; Pattern recognition (psychology); Psychology","authors":[{"name":"Władysław Homenda","is_ca":false},{"name":"Agnieszka Jastrzębska","is_ca":false},{"name":"Witold Pedrycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02765412340337428,"gpt":0.2842446928085942,"spread":0.2565905694052199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051468,0.0007968347,0.000716834,0.001312305,0.0007438,0.002593786,0.001611284,0.000965737,0.003602465],"category_scores_gemma":[0.00858062,0.0004305942,0.0005455634,0.00138771,0.0006665133,0.003134386,0.002338595,0.001414764,0.0006269818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008582183,"about_ca_system_score_gemma":0.001420385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007476004,"about_ca_topic_score_gemma":0.00494368,"domain_scores_codex":[0.9994047,0.0001173533,0.00003384634,0.0001826745,0.0001608353,0.000100693],"domain_scores_gemma":[0.998394,0.0005339689,0.000109767,0.0004868951,0.0003697175,0.0001057707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001627212,0.0005010249,0.006580537,0.0003292163,0.0001929387,0.0002779545,0.001099981,0.1935083,0.03475085,0.05120913,0.009081955,0.7008408],"study_design_scores_gemma":[0.00006358569,0.00006243158,0.00189898,0.00003864476,0.00006447988,0.0001057625,0.000305785,0.9456676,0.01202494,0.03688435,0.002842893,0.00004053163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07054885,0.0003073246,0.9216531,0.0003509787,0.0001728056,0.00008697023,0.000171085,0.001756623,0.004952282],"genre_scores_gemma":[0.8002665,0.0001783309,0.1977102,0.0001046499,0.00003956701,0.00006411008,0.0002092119,0.0001636696,0.001263664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007476004,"threshold_uncertainty_score":0.01486498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W63784717","doi":"","title":"AN OVERVIEW OF THE OSTRA FRAMEWORK FOR THE TRANSITION TO SOA","year":2008,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; Transition (genetics); Chemistry","authors":[{"name":"Fabiano K. T. Tiba","is_ca":true},{"name":"Shuying Wang","is_ca":true},{"name":"Miriam A. M. Capretz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06165792600032979,"gpt":0.3059042269025601,"spread":0.2442463009022303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004603551,0.0006816059,0.001064067,0.002115323,0.001613571,0.008837893,0.002197208,0.001819414,0.005826157],"category_scores_gemma":[0.004452495,0.0008484494,0.001889747,0.002926431,0.002101839,0.009572438,0.004368048,0.003856763,0.003077887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998629,"about_ca_system_score_gemma":0.004616366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006137495,"about_ca_topic_score_gemma":0.006372308,"domain_scores_codex":[0.9951748,0.001438671,0.0005787479,0.000524233,0.001788117,0.0004954782],"domain_scores_gemma":[0.9980173,0.0005986498,0.00014459,0.0005717752,0.000454863,0.0002129099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007778017,0.00006867101,0.000318044,0.0004065094,0.00004518121,0.0002305586,0.0006275552,0.006950133,0.00305857,0.8660803,0.008912449,0.1132242],"study_design_scores_gemma":[0.00003220819,0.00009021501,0.0003236683,0.0005207959,0.00008170551,0.0007287314,0.0004301015,0.07406981,0.00364951,0.3870696,0.5328965,0.0001073031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005306791,0.007506325,0.9327602,0.003118544,0.0004309118,0.0003164494,0.0002485499,0.004724199,0.04558812],"genre_scores_gemma":[0.1166821,0.01301224,0.8431227,0.0009158116,0.0006199345,0.0004706762,0.000772389,0.001349484,0.02305465],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008837893,"threshold_uncertainty_score":0.02434617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}