{"id":"W63784717","doi":"","title":"AN OVERVIEW OF THE OSTRA FRAMEWORK FOR THE TRANSITION TO SOA","year":2008,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Transition (genetics); Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00009431091,0.00009052966,0.00008788777,0.00006516141,0.00008545767,0.00005282441,0.0002990306,0.00004917747,0.00001798835],"category_scores_gemma":[0.00004946249,0.00006013614,0.00004972175,0.00006251248,0.00002504414,0.0003652231,0.000009139194,0.00008979227,0.00001489573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005136244,"about_ca_system_score_gemma":0.00001694844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000124889,"about_ca_topic_score_gemma":0.000001493548,"domain_scores_codex":[0.9992947,0.00001470748,0.0003092182,0.00005715078,0.0002408714,0.00008334321],"domain_scores_gemma":[0.9993935,0.00008000785,0.00009329123,0.0002018469,0.0002013097,0.00003006166],"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":[0.00002629464,0.00000879228,0.00001280881,0.00003671287,0.00001935631,6.352207e-8,0.001546361,0.9189994,0.00003381927,0.07783626,0.0002093687,0.00127079],"study_design_scores_gemma":[0.0002774457,0.00007680813,0.0009789539,0.000322905,0.00001063914,0.00001032636,0.0007670905,0.9843711,0.001462856,0.001616459,0.009956156,0.0001492455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003862645,0.00002562305,0.9919274,0.0003186326,0.001414096,0.0004426117,0.0001341522,0.00006914119,0.001805727],"genre_scores_gemma":[0.9977847,0.0001374326,0.001598508,0.0002302335,0.00008133241,0.00009883255,0.00004228628,0.000007174372,0.00001950243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9939221,"threshold_uncertainty_score":0.2452281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165792600032979,"score_gpt":0.3059042269025601,"score_spread":0.2442463009022303,"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."}}