{"id":"W2097214588","doi":"10.21236/ada488346","title":"Proceedings of the International Workshop on the Foundations of Service-Oriented Architecture (FSOA 2007)","year":2008,"lang":"en","type":"report","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; Bundesministerium für Bildung und Forschung; U.S. Department of Defense; Australian Government; Israel Science Foundation; Carnegie Mellon University","keywords":"Architecture; Service (business); Library science; Software engineering; Engineering; Computer science; History; Business; Archaeology; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0005252504,0.0004627924,0.000487011,0.0003601253,0.0002808808,0.0001062025,0.005460215,0.0002915981,0.0002012485],"category_scores_gemma":[0.0001343441,0.0002406539,0.0003953348,0.001868148,0.0001484066,0.0001861383,0.001417224,0.0009166744,0.00001887555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087323,"about_ca_system_score_gemma":0.0008986884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007676858,"about_ca_topic_score_gemma":0.0007420299,"domain_scores_codex":[0.995562,0.00004233119,0.000849979,0.0007006066,0.002485447,0.0003596173],"domain_scores_gemma":[0.9946251,0.0004771121,0.001176138,0.001168477,0.002470261,0.00008291422],"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":[0.000312845,0.00247084,0.007412977,0.0027264,0.003991155,0.00002246044,0.04297625,0.003805151,0.004316601,0.5128591,0.3677135,0.05139272],"study_design_scores_gemma":[0.0005436477,0.0001219334,0.00607451,0.001959134,0.000131219,0.0002421951,0.0009125689,0.002517009,0.007301538,0.005293955,0.9741786,0.0007236869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02714506,0.0003805751,0.01326909,0.07257252,0.00903448,0.002103179,0.0001512431,0.0003406061,0.8750033],"genre_scores_gemma":[0.6940655,0.004716731,0.06507426,0.1105001,0.01317519,0.001346505,0.0008227507,0.0008113235,0.1094876],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7655156,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683518232958108,"score_gpt":0.2640454594773458,"score_spread":0.2372102771477647,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}