{"id":"W2114943251","doi":"10.1007/978-3-540-30189-9_15","title":"Automated Validation of Service Configuration on Network Devices","year":2004,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Formalism (music); Service (business); Data mining; Distributed computing; Tree (set theory); Data validation; Model checking; Network service; Software engineering; Database; Theoretical computer science; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006454342,0.0005760638,0.0005854598,0.0007283809,0.0002467347,0.0003364913,0.003077734,0.00036979,0.00003168837],"category_scores_gemma":[0.00001515218,0.0005136443,0.0001144267,0.001493421,0.0001900851,0.0006356116,0.000621703,0.000585055,0.00006570364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026909,"about_ca_system_score_gemma":0.000797255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001931713,"about_ca_topic_score_gemma":0.0005100729,"domain_scores_codex":[0.996067,0.00005892905,0.0007362516,0.001341021,0.001196421,0.0006003307],"domain_scores_gemma":[0.9967828,0.0004518993,0.0006816877,0.001379953,0.0005597494,0.0001438449],"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":[0.00001932141,0.00004737109,0.00004532723,0.0001976274,0.00002691278,0.00002421661,0.001778938,0.8376752,0.0003475549,0.08630931,0.000009882574,0.07351841],"study_design_scores_gemma":[0.0008839058,0.0006615457,0.0009414534,0.003124563,0.00003950976,0.00004513253,0.000001004077,0.6896334,0.03420319,0.267873,0.001254085,0.001339178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001166086,0.0002094114,0.9871312,0.001984849,0.001709069,0.0005371407,0.000006606819,0.0005625636,0.006693077],"genre_scores_gemma":[0.8044584,0.0000258871,0.1817718,0.01270745,0.0008508817,0.00001504223,0.00006978712,0.00006071792,0.00004009269],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8053594,"threshold_uncertainty_score":0.9997315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335811751610125,"score_gpt":0.2419084413593327,"score_spread":0.2285503238432315,"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."}}