{"id":"W2126021273","doi":"10.1109/sdsoa.2007.11","title":"Supporting Change Impact Analysis for Service Oriented Business Applications","year":2007,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Artifact-centric business process model; Business process modeling; Computer science; Business process discovery; Business rule; Business process management; Business Process Model and Notation; Business process; Business Process Execution Language; Source code; Process management; Business analysis; Business requirements; Software engineering; Service-oriented architecture; Business model; Web service; Programming language; Business; Work in process","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":[0.0009470917,0.0001011907,0.0001778129,0.000209188,0.0001587012,0.0000496416,0.0004049446,0.00005655045,0.00001797152],"category_scores_gemma":[0.0000267988,0.00007241576,0.0001310268,0.004294858,0.00001037202,0.0004339766,0.00008561363,0.00003781154,0.00002994657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000577655,"about_ca_system_score_gemma":0.00004641057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005351389,"about_ca_topic_score_gemma":0.0002631773,"domain_scores_codex":[0.998866,0.000008831322,0.0003082816,0.0003103227,0.0001579359,0.0003486332],"domain_scores_gemma":[0.9984692,0.0001168175,0.0001280471,0.0005961274,0.0005949236,0.00009483842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002204413,0.0002149256,0.9121457,0.0002597125,0.0003909621,0.000001648377,0.001824063,0.0004357508,0.000267106,0.004883366,0.0002773862,0.07927734],"study_design_scores_gemma":[0.0003054116,0.00003414191,0.9347138,0.000007596464,0.00009678098,0.00000542393,0.0001138726,0.05490024,0.000558392,0.0003156604,0.008696167,0.0002525077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07034574,0.00002261531,0.9279622,0.0004211554,0.00009678424,0.0005841608,0.000005362454,0.0002504546,0.0003114784],"genre_scores_gemma":[0.9679611,0.000001650443,0.03111103,0.0004535024,0.0001492986,0.0001993606,0.00002852112,0.00000519683,0.00009037919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8976153,"threshold_uncertainty_score":0.2953029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837814100144129,"score_gpt":0.3433991524987905,"score_spread":0.3150210114973492,"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."}}