{"id":"W7071366373","doi":"","title":"A survey of automation technology for realising as-built models of services","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automation; Focus (optics); Work (physics); Key (lock); Process automation system; Emerging technologies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003227659,0.0001052377,0.0002256519,0.0002627553,0.00004871081,0.00002085905,0.00088929,0.00009716787,0.000003623998],"category_scores_gemma":[0.000008524735,0.00009514526,0.00004491886,0.0008019444,0.00002133853,0.000313392,0.0001009689,0.00005824173,0.000001321596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000878285,"about_ca_system_score_gemma":0.00005343867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485685,"about_ca_topic_score_gemma":0.0004044928,"domain_scores_codex":[0.9990098,0.00004524906,0.0003078732,0.0002487983,0.0001994781,0.0001888039],"domain_scores_gemma":[0.9987998,0.00008907816,0.0002364537,0.0005018321,0.0003387551,0.00003410009],"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":[0.0001096842,0.0002971729,0.001490435,0.0005544481,0.00005401425,0.000002443439,0.006986876,0.004897416,0.1443638,0.3301448,0.0001040435,0.5109949],"study_design_scores_gemma":[0.0003838832,0.0003442932,0.01124317,0.0001137676,0.00001030111,0.000005404779,0.00007988736,0.5640631,0.04910222,0.374407,0.0001143136,0.0001326548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5783296,0.0001863864,0.4123869,0.0024044,0.00009849224,0.0003294607,0.00002553258,0.0002352673,0.006003965],"genre_scores_gemma":[0.945425,0.000006362207,0.05414924,0.0003720244,0.00001260933,0.000006321133,0.00001676804,0.000005054801,0.000006571368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5591657,"threshold_uncertainty_score":0.3879911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770415195080654,"score_gpt":0.2736220209430037,"score_spread":0.2559178689921972,"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."}}