{"id":"W2098439134","doi":"10.1109/icws.2011.34","title":"Automated State-Space Exploration for Configuration Management of Service-Oriented Applications","year":2011,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Granularity; Computer science; Variety (cybernetics); Task (project management); Domain (mathematical analysis); State space; Service (business); Space (punctuation); Configuration Management (ITSM); State (computer science); Field (mathematics); Domain knowledge; Distributed computing; Software engineering; Systems engineering; Data mining; Artificial intelligence; Algorithm; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001407575,0.0001469546,0.0001423368,0.0001366269,0.0001111532,0.00003518534,0.0005737086,0.00004383116,0.00001979285],"category_scores_gemma":[7.237416e-7,0.0001309679,0.00004722805,0.0008457831,0.00001433985,0.0006551769,0.0001166323,0.00004044248,0.00003964249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001628448,"about_ca_system_score_gemma":0.00002676906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195769,"about_ca_topic_score_gemma":0.0002139415,"domain_scores_codex":[0.9988558,0.00002982496,0.0003352403,0.0003596973,0.0002072052,0.0002122119],"domain_scores_gemma":[0.9987226,0.00003598774,0.0001940779,0.0005832566,0.0003934472,0.00007062396],"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":[0.00005987247,0.000286795,0.00005311421,0.0004655617,0.0001245349,0.000001010081,0.01056926,0.0005353841,0.003374554,0.9665381,0.0004489931,0.01754285],"study_design_scores_gemma":[0.002942136,0.0005382042,0.003474411,0.000165551,0.0001247772,0.00000568408,0.00524606,0.5312204,0.335444,0.06702107,0.05290209,0.0009155687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002402316,0.00002226181,0.979921,0.0008514181,0.0001279248,0.001145073,0.00000972897,0.0007892285,0.01473105],"genre_scores_gemma":[0.5215908,0.0000279199,0.4749747,0.001665627,0.0000353933,0.001190188,0.0001523052,0.0000252615,0.0003378124],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.899517,"threshold_uncertainty_score":0.5340714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280574047342574,"score_gpt":0.2551115447103728,"score_spread":0.2270541399761154,"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."}}