{"meta":{"query_hash":"6e671da25f22","filters":{"venue":"COMPSAC Workshops"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/6e671da25f22","api":"https://metacan.xera.ac/api/v1/cohort?venue=COMPSAC+Workshops"},"results":[{"id":"W2727579225","doi":"","title":"Constraint-Based Multi-Tenant SaaS Deployment Using Feature Modeling and XML Filtering Techniques.","year":2015,"lang":"en","type":"article","venue":"COMPSAC Workshops","topic":"Service-Oriented Architecture and Web Services","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":"Carleton University","funders":"","keywords":"Software as a service; Computer science; Cloud computing; Multitenancy; XPath; XML; Scalability; Flexibility (engineering); Software deployment; Feature model; Feature (linguistics); Database; Distributed computing; Software engineering; Software; Data mining; XML database; Software development; World Wide Web; Operating system","score_opus":0.054543787460713956,"score_gpt":0.279298556398869,"score_spread":0.22475476893815508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727579225","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053032674,0.0008199822,0.94332,0.0014603407,0.00035392813,0.0003094023,0.0000039025304,0.000524565,0.00017522003],"genre_scores_gemma":[0.5875053,0.000007574225,0.410858,0.0014740332,0.00009466971,0.000015012692,0.0000063167477,0.000023523147,0.000015594933],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982041,0.00008423176,0.000274486,0.00061042205,0.00033428113,0.00049247924],"domain_scores_gemma":[0.9986814,0.00006813829,0.000106763735,0.0006564123,0.0001593219,0.00032792712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367269,0.00031251594,0.00030023692,0.00018844297,0.00020715855,0.00029928898,0.0007695935,0.00014559677,0.0000026127238],"category_scores_gemma":[0.000011523626,0.00023934315,0.000071541865,0.0004470581,0.000064868276,0.0003115108,0.00052302185,0.0003602713,0.0000045520565],"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":[0.0002473832,0.0007419034,0.0037354217,0.00049822795,0.00024995217,0.0005570601,0.012148485,0.45044282,0.030511463,0.0056755105,0.0007927437,0.49439904],"study_design_scores_gemma":[0.0006403261,0.00005578491,0.000055529166,0.00031715725,0.000017665898,0.0000772563,0.00025673633,0.9912357,0.0045330445,0.0003504463,0.0020988574,0.00036149586],"about_ca_topic_score_codex":0.00011979499,"about_ca_topic_score_gemma":0.00010604818,"teacher_disagreement_score":0.5407929,"about_ca_system_score_codex":0.0000782179,"about_ca_system_score_gemma":0.00015633166,"threshold_uncertainty_score":0.976013},"labels":[],"label_agreement":null},{"id":"W2728821938","doi":"","title":"Service Extraction from Business Process Model: An Ontology-Based Approach.","year":2016,"lang":"en","type":"article","venue":"COMPSAC Workshops","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Business Process Model and Notation; Business process modeling; Business process; Computer science; Artifact-centric business process model; Business process management; Process management; Service (business); Business rule; Ontology; Process modeling; Software engineering; Bridge (graph theory); Process (computing); Knowledge management; Business; Work in process","score_opus":0.039392764695416534,"score_gpt":0.26350770203779106,"score_spread":0.22411493734237453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728821938","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3234999,0.00012612587,0.6693544,0.004316972,0.0002448904,0.00015205677,0.000008619854,0.0006034993,0.0016935463],"genre_scores_gemma":[0.9913655,0.0000073251977,0.0034551981,0.0034368366,0.0012207262,0.00007689769,0.00025275588,0.00007661425,0.00010815153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978874,0.000018139368,0.00042066295,0.000814539,0.00039569606,0.0004635926],"domain_scores_gemma":[0.9977724,0.00005855755,0.00035296578,0.00063276006,0.0011429369,0.0000403883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025398817,0.00038800618,0.00044483133,0.00033765082,0.0003422673,0.00036463753,0.00064326986,0.000239102,0.0001637458],"category_scores_gemma":[0.00008335179,0.00028522094,0.00009827616,0.001565387,0.000077581746,0.0025893832,0.00008685307,0.0001926341,0.0001827365],"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":[0.0004880118,0.001285503,0.012409744,0.00066990254,0.00013753436,0.000014037705,0.00013128907,0.85798866,0.0027998697,0.0017811126,0.0013294822,0.12096486],"study_design_scores_gemma":[0.00095193606,0.0000022494344,0.002792911,0.00022226523,0.00021510363,0.0000011726754,0.00017979108,0.9837085,0.000057572808,0.010267985,0.0010595962,0.00054093235],"about_ca_topic_score_codex":0.0008187493,"about_ca_topic_score_gemma":0.0004727732,"teacher_disagreement_score":0.66786563,"about_ca_system_score_codex":0.0000423878,"about_ca_system_score_gemma":0.00009031159,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null}]}