{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"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":"145344242ec8","filters":{"venue":"International Journal of Web and Grid Services"}},"results":[{"id":"W2054817449","doi":"10.1504/ijwgs.2006.010805","title":"Classification of the state-of-the-art dynamic web services composition techniques","year":2006,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Web service; Service composition; Service (business); Set (abstract data type); Composition (language); Services computing; Dynamic web page; Database; Upgrade; Distributed computing; Business Process Execution Language; World Wide Web; Service-oriented architecture; Operating system","authors":[{"name":"Atif Alamri","is_ca":true},{"name":"Mohamad Eid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003110036808759485,"gpt":0.2234303719666589,"spread":0.2203203351578994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00383076,0.001259171,0.001413977,0.01158187,0.001590331,0.003947975,0.002768383,0.002026868,0.002098157],"category_scores_gemma":[0.00858062,0.0008006739,0.001661516,0.0158112,0.001312745,0.005826635,0.001686568,0.001921016,0.00169417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172996,"about_ca_system_score_gemma":0.002467905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998407,"about_ca_topic_score_gemma":0.001709078,"domain_scores_codex":[0.9930194,0.0008913255,0.0008101182,0.0008255529,0.00390999,0.0005434857],"domain_scores_gemma":[0.9925196,0.003227576,0.0007612048,0.00111795,0.002154247,0.0002193976],"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":[0.0001504749,0.0002487519,0.002614986,0.002278116,0.00006610815,0.0001517503,0.0005980037,0.004114406,0.00604756,0.03431951,0.005579411,0.9438308],"study_design_scores_gemma":[0.0001192772,0.0006890605,0.01194509,0.0050663,0.0006018696,0.006841437,0.002536802,0.1740055,0.03206669,0.1151924,0.6505408,0.0003948106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04871141,0.1558517,0.7352185,0.003476203,0.0007683585,0.0008736402,0.0004478646,0.003339745,0.05131262],"genre_scores_gemma":[0.1824247,0.1871565,0.6126851,0.001058056,0.001229988,0.000953224,0.002231206,0.0005216531,0.01173942],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01158187,"threshold_uncertainty_score":0.02025926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034159722","doi":"10.1504/ijwgs.2010.035091","title":"A standard ontology for smart spaces","year":2010,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ontology; Computer science; Ontology-based data integration; Process ontology; Middleware (distributed applications); Upper ontology; OWL-S; Suggested Upper Merged Ontology; Ontology Inference Layer; World Wide Web; Semantic Web; Database","authors":[{"name":"Bessam Abdulrazak","is_ca":true},{"name":"Belkacem Chikhaoui","is_ca":true},{"name":"Charles Gouin Vallerand","is_ca":true},{"name":"Benoît Fraikin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009728341160729395,"gpt":0.2745783228727374,"spread":0.264849981712008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005873944,0.001156794,0.001344119,0.004168286,0.003545772,0.007706239,0.003576068,0.003701709,0.005071789],"category_scores_gemma":[0.00681024,0.0009635589,0.002911962,0.006145995,0.003621371,0.01388288,0.007752026,0.005690475,0.00346662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003279141,"about_ca_system_score_gemma":0.007524474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008742346,"about_ca_topic_score_gemma":0.006816252,"domain_scores_codex":[0.9918768,0.001470683,0.002003311,0.001183035,0.00282535,0.0006406954],"domain_scores_gemma":[0.9964181,0.000641415,0.0003082571,0.001181438,0.001135582,0.0003152839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002161718,0.00005695201,0.0002458034,0.000318004,0.00003585686,0.0001844885,0.00117643,0.002187555,0.001598899,0.9280434,0.01806637,0.0480646],"study_design_scores_gemma":[0.00001839957,0.00002146193,0.0002547706,0.0003234993,0.00003207904,0.0004303548,0.0005378685,0.006134453,0.001505909,0.2023109,0.7883761,0.00005418883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002759164,0.001246826,0.9522313,0.002677132,0.001343313,0.0005932201,0.002310674,0.002288056,0.0345502],"genre_scores_gemma":[0.05554687,0.003455268,0.904512,0.001677805,0.0005242639,0.001570264,0.009395443,0.001295635,0.02202244],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008742346,"threshold_uncertainty_score":0.03106481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966851099","doi":"10.1504/ijwgs.2008.018885","title":"A reference model for dynamic web service composition systems","year":2008,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Web service; Web modeling; Dynamic web page; WS-Policy; Service (business); Reuse; Software engineering; Database; World Wide Web; Web development; Web application security; Engineering","authors":[{"name":"Mohamad Eid","is_ca":true},{"name":"Atif Alamri","is_ca":true},{"name":"Abdulmotaleb El Saddik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01624821734695292,"gpt":0.2571018612063662,"spread":0.2408536438594133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003383322,0.001040769,0.001066149,0.002119197,0.001579389,0.003802572,0.003909246,0.003460425,0.004572127],"category_scores_gemma":[0.006096811,0.0006426285,0.001506697,0.00229125,0.001899896,0.00540287,0.002157616,0.002547673,0.002815385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173495,"about_ca_system_score_gemma":0.002958228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691095,"about_ca_topic_score_gemma":0.004379231,"domain_scores_codex":[0.9963787,0.001018125,0.0003851684,0.0005348928,0.001431605,0.0002514205],"domain_scores_gemma":[0.9974933,0.000659298,0.0001850545,0.0006613458,0.0008895724,0.000111508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006166394,0.00007816887,0.0003103931,0.0001463845,0.00002516975,0.0004001129,0.0005553667,0.113065,0.004701274,0.8381435,0.003711808,0.03880117],"study_design_scores_gemma":[0.00004373956,0.0001269929,0.0001404038,0.0001298505,0.00004428631,0.0003754275,0.0001653957,0.6421035,0.00469947,0.2576792,0.09442259,0.0000692272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003019722,0.0002473856,0.9865242,0.0003415817,0.00007774749,0.0001248527,0.0001233701,0.0008219862,0.008719152],"genre_scores_gemma":[0.1495734,0.001439059,0.8316672,0.0003994726,0.0001753752,0.001104981,0.001401298,0.0006576961,0.0135814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006691095,"threshold_uncertainty_score":0.01789296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170358540","doi":"10.1504/ijwgs.2008.018886","title":"Association-based dynamic computation of reputation in web services","year":2008,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Reputation; Web service; Computer science; Incentive; World Wide Web; Service (business); WS-Policy; Association (psychology); Web development; Web application security; Business","authors":[{"name":"Pradeep K. Atrey","is_ca":true},{"name":"M. Anwar Hossain","is_ca":true},{"name":"Abdulmotaleb El Saddik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006927638715822942,"gpt":0.2557774206943657,"spread":0.2488497819785428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003788269,0.0007018871,0.00194607,0.0030952,0.001234092,0.002581657,0.001998409,0.001062535,0.0009003145],"category_scores_gemma":[0.02088999,0.0007525162,0.000778774,0.003587276,0.0007912483,0.003326451,0.001729915,0.001283687,0.0006105667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741141,"about_ca_system_score_gemma":0.001384902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220864,"about_ca_topic_score_gemma":0.01166561,"domain_scores_codex":[0.9950212,0.001440964,0.0004368148,0.0009326779,0.001822517,0.0003457838],"domain_scores_gemma":[0.9868197,0.005609146,0.001939447,0.001811332,0.003122514,0.0006978728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007648282,0.0003252286,0.02819448,0.0002632616,0.0004176738,0.0005542402,0.0006814118,0.5844275,0.01241956,0.02175423,0.003417688,0.34678],"study_design_scores_gemma":[0.000009459256,0.00003106905,0.001988203,0.000006649118,0.00002556738,0.00008860436,0.00002754603,0.9925529,0.001435474,0.003203976,0.0006062862,0.00002423212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09916091,0.0008346175,0.8956741,0.0002640573,0.0000951126,0.00007488027,0.0001369876,0.001852549,0.001906705],"genre_scores_gemma":[0.8799216,0.0002107412,0.1184075,0.00003036299,0.0000755004,0.00004879282,0.0001798131,0.00006419948,0.001061459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01220864,"threshold_uncertainty_score":0.02427518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980216526","doi":"10.1504/ijwgs.2009.027574","title":"A semantic approach for accessible services delivery in a smart environment","year":2009,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Adaptability; Scalability; Human–computer interaction; Smart environment; Semantic Web; Architecture; User requirements document; Formalism (music); World Wide Web; Software engineering; Database; Internet of Things","authors":[{"name":"Rachid Kadouche","is_ca":true},{"name":"Bessam Abdulrazak","is_ca":true},{"name":"Mounir Mokhtari","is_ca":true},{"name":"Sylvain Giroux","is_ca":true},{"name":"Hélène Pigot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335536353588087,"gpt":0.2480723935918581,"spread":0.2347170300559773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002229836,0.000460443,0.0004504281,0.001913036,0.001163605,0.003581196,0.001299409,0.001520574,0.002390421],"category_scores_gemma":[0.001794715,0.00043994,0.001122958,0.001303855,0.003010393,0.006972341,0.001958324,0.001487169,0.0007294508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029425,"about_ca_system_score_gemma":0.002392666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003432822,"about_ca_topic_score_gemma":0.002584913,"domain_scores_codex":[0.9982491,0.0005149354,0.0001708321,0.0002429756,0.0006680705,0.0001540981],"domain_scores_gemma":[0.9993685,0.0001854723,0.00005482378,0.0001523817,0.0001594007,0.000079461],"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":[0.00003222354,0.00004336069,0.0001969456,0.0001022777,0.00001742426,0.0002140125,0.0004694878,0.006261489,0.003099735,0.9619037,0.001428267,0.02623115],"study_design_scores_gemma":[0.00004659357,0.00009174841,0.0004663058,0.0001175986,0.0000613229,0.0008043684,0.0006686531,0.1486202,0.00662402,0.7135147,0.1289177,0.00006671657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00574269,0.0004607339,0.9789868,0.001204708,0.00007476459,0.0001095332,0.00008611722,0.0005692405,0.01276536],"genre_scores_gemma":[0.2613055,0.001025058,0.7268075,0.0005445112,0.000117543,0.0003440278,0.0003220262,0.0001485528,0.009385238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003581196,"threshold_uncertainty_score":0.01472455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050890440","doi":"10.1504/ijwgs.2010.032189","title":"User profile management: reference model and web services implementation","year":2010,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Web service; Personalization; World Wide Web; Reference model; Database; Software engineering","authors":[{"name":"Zhongxu Ma","is_ca":true},{"name":"Daniel Silver","is_ca":true},{"name":"Elhadi Shakshuki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005661400401957659,"gpt":0.2638938983547333,"spread":0.2582324979527756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006535648,0.0008350139,0.0008994901,0.002443796,0.001404035,0.005987319,0.005063224,0.003231793,0.003645928],"category_scores_gemma":[0.01255102,0.0009274835,0.001283504,0.002974996,0.001205981,0.007873603,0.002229948,0.002230932,0.003913295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002213397,"about_ca_system_score_gemma":0.003056346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148051,"about_ca_topic_score_gemma":0.006614105,"domain_scores_codex":[0.9935137,0.002085493,0.0006255909,0.0005814658,0.002788111,0.0004056766],"domain_scores_gemma":[0.9964468,0.0007115947,0.000227815,0.0009947798,0.001452773,0.0001663348],"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":[0.0002723057,0.0003897118,0.002574903,0.0004828877,0.0001129593,0.001007877,0.002096832,0.03694912,0.008701778,0.5575234,0.0276629,0.3622252],"study_design_scores_gemma":[0.00009643455,0.0002633013,0.001363833,0.0004772284,0.0001458076,0.001326395,0.0006307453,0.631607,0.01838966,0.1166387,0.2288712,0.0001897228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005166506,0.0003164642,0.975738,0.0009189736,0.0001029452,0.0004050771,0.0001276659,0.004516859,0.01270747],"genre_scores_gemma":[0.1820054,0.001150524,0.7893221,0.0005342184,0.0001501445,0.001243833,0.001430035,0.0008855423,0.02327817],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01148051,"threshold_uncertainty_score":0.03456426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060382612","doi":"10.1504/ijwgs.2005.008394","title":"A Geo-Located Web Services Architecture for next generation mobile networks","year":2005,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Web service; World Wide Web; Computer network; Architecture; Services computing; Middleware (distributed applications); Database","authors":[{"name":"André Claude Bayomock Linwa","is_ca":true},{"name":"Samuel Pierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009378001103761543,"gpt":0.2431097733900699,"spread":0.2337317722863083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545443,0.000476834,0.0004290632,0.001052219,0.001747149,0.003093726,0.002114045,0.002095741,0.003837562],"category_scores_gemma":[0.001455519,0.0005388994,0.0007472129,0.001286029,0.0009644681,0.003170985,0.00203194,0.001831576,0.003507786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598726,"about_ca_system_score_gemma":0.002586893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083798,"about_ca_topic_score_gemma":0.01353492,"domain_scores_codex":[0.9992136,0.0001793292,0.00008979384,0.00008441515,0.0003465526,0.0000862915],"domain_scores_gemma":[0.9994922,0.00004445166,0.00003248563,0.0001262438,0.0001994352,0.0001050954],"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":[0.0002445156,0.0001639811,0.001594536,0.000431642,0.0001230748,0.00179636,0.001164845,0.03750162,0.03728838,0.5889347,0.05981468,0.2709416],"study_design_scores_gemma":[0.00005723579,0.0001407603,0.001126872,0.000181724,0.00008757321,0.001064368,0.0003716713,0.2263609,0.01095144,0.1443774,0.6151676,0.0001124899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005924744,0.001254405,0.9561511,0.002057852,0.0004148667,0.0003122086,0.0001751951,0.01196441,0.0217452],"genre_scores_gemma":[0.1544939,0.002507973,0.7965347,0.001302591,0.0002904822,0.0005493222,0.00163015,0.001210281,0.04148055],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01083798,"threshold_uncertainty_score":0.02154976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998452243","doi":"10.1504/ijwgs.2008.018501","title":"Parallel lossless data compression using the Burrows-Wheeler Transform","year":2008,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Parallel computing; Lossless compression; Speedup; Task parallelism; Data compression; Parallelism (grammar); Algorithm","authors":[{"name":"Jeff Gilchrist","is_ca":true},{"name":"A. Çuhadar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04884866097432334,"gpt":0.302503839330847,"spread":0.2536551783565237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170233,0.0005571465,0.0005661513,0.001028711,0.0004365295,0.0009970198,0.000981436,0.0004651705,0.002230403],"category_scores_gemma":[0.001640631,0.0002205056,0.0003878473,0.001357405,0.0006080339,0.001555634,0.0007369207,0.0006580697,0.001321181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736466,"about_ca_system_score_gemma":0.0008357821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962516,"about_ca_topic_score_gemma":0.001978338,"domain_scores_codex":[0.9995621,0.00004171223,0.0000242868,0.00004802165,0.0002811185,0.00004272601],"domain_scores_gemma":[0.9995602,0.0001490551,0.00005330315,0.0001175625,0.0001027664,0.00001718688],"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":[0.0005146477,0.000193467,0.0009800125,0.000271066,0.00006381306,0.0002579421,0.0002373053,0.1288766,0.1083695,0.04555324,0.004645812,0.7100366],"study_design_scores_gemma":[0.00009878236,0.0001517067,0.0004071574,0.00002006644,0.00002187822,0.0003398185,0.00006548571,0.8568639,0.115376,0.01482149,0.01180274,0.00003103464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02162966,0.0003196415,0.9738761,0.0001318682,0.00005435945,0.00008267951,0.00006180988,0.001790239,0.0020537],"genre_scores_gemma":[0.1279166,0.0004643884,0.8664773,0.00008821792,0.00004483792,0.0001434429,0.0003270192,0.0002638205,0.004274394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002230403,"threshold_uncertainty_score":0.007461429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246170086","doi":"10.1504/ijwgs.2008.018498","title":"Parallel lossless data compression using the Burrows-Wheeler Transform","year":2008,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Argonne National Laboratory","keywords":"Computer science; Parallel computing; Lossless compression; Speedup; Task parallelism; Distributed memory; Data compression; Parallelism (grammar); Algorithm; Shared memory","authors":[{"name":"Jeff Gilchrist","is_ca":true},{"name":"A. Çuhadar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0467440099253441,"gpt":0.3089810611127415,"spread":0.2622370511873974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942762,0.0005707826,0.0005851623,0.0009756767,0.0004372498,0.000988571,0.001001528,0.0004644536,0.002230123],"category_scores_gemma":[0.001509929,0.0002267444,0.0003924041,0.001292073,0.0006042796,0.001559307,0.0007173769,0.0006736308,0.001340966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732535,"about_ca_system_score_gemma":0.0008382721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053739,"about_ca_topic_score_gemma":0.002047654,"domain_scores_codex":[0.99958,0.00003980394,0.00002243916,0.00004735182,0.0002678869,0.0000425781],"domain_scores_gemma":[0.9995803,0.0001382715,0.00005385284,0.0001117463,0.00009851028,0.00001722401],"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":[0.000527659,0.000206919,0.0009534126,0.0002845508,0.00006981834,0.0002541751,0.0002286901,0.1453668,0.1144106,0.04410096,0.004943964,0.6886525],"study_design_scores_gemma":[0.0000979049,0.0001531441,0.0003866229,0.00001867441,0.00002126975,0.000296388,0.00005901373,0.8646484,0.1096361,0.01361594,0.01103497,0.00003148272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02214182,0.000316603,0.973236,0.0001342091,0.00005460405,0.00008023121,0.00006675244,0.001899863,0.002070008],"genre_scores_gemma":[0.1311896,0.0004543105,0.8630986,0.00009030335,0.00004712312,0.0001428303,0.0003456887,0.0002742231,0.004357348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002230123,"threshold_uncertainty_score":0.007460535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131959551","doi":"10.1504/ijwgs.2008.018887","title":"Confidence-based grid service discovery","year":2008,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Provisioning; Flooding (psychology); Distributed computing; Grid; Service discovery; Service (business); Computer network; Grid computing; Node (physics); Web service; Data mining; World Wide Web","authors":[{"name":"Youcef Derbal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01357491079837292,"gpt":0.2349197836144775,"spread":0.2213448728161046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004460837,0.0004138837,0.001398286,0.001625174,0.000830341,0.001915203,0.002500077,0.001305068,0.001148706],"category_scores_gemma":[0.02640731,0.0004152342,0.0006570923,0.001870187,0.001155993,0.003134918,0.002414274,0.001269644,0.0003956493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403957,"about_ca_system_score_gemma":0.001606068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004542824,"about_ca_topic_score_gemma":0.003870297,"domain_scores_codex":[0.9959517,0.00106866,0.0002780505,0.0005504713,0.001847464,0.0003036573],"domain_scores_gemma":[0.9870118,0.007120282,0.001426393,0.00223268,0.001796908,0.0004118589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000738939,0.0003263853,0.007562241,0.0002090388,0.000160765,0.0003485262,0.000455954,0.6371418,0.005830181,0.05763802,0.004428741,0.2851594],"study_design_scores_gemma":[0.0000372943,0.00006207338,0.0004377542,0.000006652407,0.00001545447,0.0001575212,0.00002883518,0.9838381,0.00162225,0.01267047,0.00110589,0.00001779255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05824149,0.0004398821,0.9353546,0.0006323407,0.00005829794,0.0001617467,0.0001187957,0.00134299,0.003649904],"genre_scores_gemma":[0.9209283,0.0001579401,0.07707617,0.0001062344,0.0000552042,0.00007382483,0.0002272722,0.00003893235,0.001336188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004542824,"threshold_uncertainty_score":0.02359146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237407317","doi":"10.1504/ijwgs.2018.092589","title":"A compressed graph representation for services composition","year":2018,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Scalability; Web service; Theoretical computer science; Graph; Distributed computing; Service composition; Flexibility (engineering); Representation (politics); Database; Data mining; World Wide Web; Mathematics","authors":[{"name":"Jing Li","is_ca":false},{"name":"Yuhong Yan","is_ca":true},{"name":"Ming Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007834763658810568,"gpt":0.2748735959120126,"spread":0.267038832253202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002910394,0.0004689808,0.0003609966,0.001266723,0.0005588931,0.0008880109,0.0006834392,0.0007057156,0.004524908],"category_scores_gemma":[0.001938242,0.0002104582,0.0005507137,0.002161021,0.0004990301,0.001810137,0.0007659274,0.0008795581,0.0008222453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008731813,"about_ca_system_score_gemma":0.001275769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033342,"about_ca_topic_score_gemma":0.005643142,"domain_scores_codex":[0.9995465,0.0001223263,0.00002709181,0.00008127323,0.0001867136,0.0000361306],"domain_scores_gemma":[0.9993637,0.0001886689,0.00006956458,0.0001720141,0.0001757414,0.00003036409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003811827,0.000182489,0.0009009402,0.0003166309,0.00004316041,0.0004658787,0.0004272875,0.3538381,0.03337835,0.2586682,0.01148435,0.3399135],"study_design_scores_gemma":[0.00002098735,0.00005098863,0.0001432356,0.00001624016,0.00001460671,0.0001660188,0.00006881585,0.9308655,0.005218226,0.05136421,0.01205406,0.00001719417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01415213,0.0001368076,0.9799979,0.0002943125,0.00006557644,0.0000991127,0.0005106429,0.001226975,0.003516554],"genre_scores_gemma":[0.2669795,0.0004281951,0.7249442,0.0001684136,0.00006071489,0.0002749705,0.002611016,0.0002969012,0.004236178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007033342,"threshold_uncertainty_score":0.01513737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980964143","doi":"10.1504/ijwgs.2006.008879","title":"Analytical comparisons of switching of web services and switching of service offerings","year":2006,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Western University","funders":"","keywords":"Web service; Computer science; Adaptation (eye); Service (business); WS-Policy; Complement (music); SOAP; Distributed computing; World Wide Web; Web development; Web application security; Business","authors":[{"name":"Vladimir Tošić","is_ca":true},{"name":"B. Pagurek","is_ca":true},{"name":"Babak Esfandiari","is_ca":true},{"name":"Hanan Lutfiyya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006255560717165885,"gpt":0.2363691316473003,"spread":0.2301135709301344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00499393,0.0006084429,0.0006309839,0.003193252,0.000551102,0.00134673,0.001760817,0.0007547933,0.00300876],"category_scores_gemma":[0.0390088,0.0003198457,0.0006047849,0.003551716,0.001091137,0.002571252,0.0008732687,0.001116217,0.0004383484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302068,"about_ca_system_score_gemma":0.0008740833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756997,"about_ca_topic_score_gemma":0.000972191,"domain_scores_codex":[0.9941663,0.001583455,0.0003409062,0.0007452058,0.002705775,0.0004583239],"domain_scores_gemma":[0.9644694,0.0274472,0.001818168,0.003170118,0.002777094,0.0003179298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002113266,0.001078926,0.01231615,0.001093421,0.0002580661,0.000306038,0.001015297,0.4992764,0.06490763,0.1101728,0.002434286,0.3050277],"study_design_scores_gemma":[0.00004669715,0.0005748032,0.007539989,0.00004030275,0.00009388274,0.000179101,0.0002918784,0.917029,0.0485501,0.02257155,0.003031423,0.0000513442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6043482,0.001805459,0.3675426,0.0003425348,0.0001544338,0.0003475378,0.000711082,0.001754523,0.02299364],"genre_scores_gemma":[0.94156,0.0003887605,0.05616025,0.00004636993,0.00003860975,0.0002484295,0.0004872921,0.00009942805,0.00097084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00499393,"threshold_uncertainty_score":0.02641076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237339129","doi":"10.1504/ijwgs.2020.10030150","title":"Self-healing of web service compositions: a specification rewriting approach","year":2020,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Web service; Robustness (evolution); Fault tolerance; Rewriting; Distributed computing; Database; World Wide Web; Programming language","authors":[{"name":"Genoveva Vargas Solar","is_ca":false},{"name":"Martín A. Musicante","is_ca":false},{"name":"Umberto Souza da Costa","is_ca":false},{"name":"Rafael Toledo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01310969397498341,"gpt":0.2370668940489112,"spread":0.2239572000739278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004772499,0.0007071108,0.0006119431,0.001065711,0.0007191299,0.001668171,0.002195546,0.0009843103,0.00185979],"category_scores_gemma":[0.007978018,0.0007457255,0.00246864,0.0008304438,0.001795321,0.002053966,0.001804634,0.002237737,0.0008732761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307049,"about_ca_system_score_gemma":0.002009581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640387,"about_ca_topic_score_gemma":0.002498748,"domain_scores_codex":[0.9953127,0.00197995,0.0004657905,0.0005206518,0.001497403,0.0002235237],"domain_scores_gemma":[0.9939646,0.002654888,0.0004793234,0.00161208,0.001126764,0.0001624549],"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":[0.000148983,0.0002668438,0.001144174,0.0007029409,0.0001680383,0.001039322,0.002717966,0.225245,0.06363422,0.5217623,0.002405459,0.1807647],"study_design_scores_gemma":[0.0000415988,0.000167523,0.0001984852,0.0001179127,0.0001247848,0.0004672966,0.0002730207,0.8359014,0.0380178,0.09362365,0.03100311,0.00006349075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003056407,0.00006502704,0.9952455,0.00009423386,0.00001187754,0.00007883053,0.00002521125,0.0002990699,0.001123873],"genre_scores_gemma":[0.1157732,0.0003624781,0.8792784,0.0001228083,0.00004362967,0.0002785637,0.0002261604,0.0004330534,0.00348168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004772499,"threshold_uncertainty_score":0.02523971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}