{"id":"W2560363652","doi":"10.19026/rjit.7.3054","title":"The Value of Release Management in the Journey of Information Technology Delivery Aligning to Business Requirements","year":2016,"lang":"en","type":"article","venue":"Research Journal of Information Technology","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information technology; Function (biology); Process management; Computer science; Business process; Information technology management; Schedule; Knowledge management; Information system; Business; Management information systems; Marketing; Work in process","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03802353,0.0005583948,0.0005124689,0.0018479,0.00990573,0.02815969,0.002134357,0.003440711,0.004465076],"category_scores_gemma":[0.05478637,0.000825293,0.0005850462,0.00193142,0.01155909,0.02143214,0.0112482,0.01025657,0.002274754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01041769,"about_ca_system_score_gemma":0.02485449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008344517,"about_ca_topic_score_gemma":0.008475007,"domain_scores_codex":[0.9651502,0.0205132,0.00179068,0.001588681,0.008391738,0.002565408],"domain_scores_gemma":[0.9283636,0.03301195,0.007410705,0.00615468,0.01206167,0.01299748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002622557,0.0005545691,0.01859937,0.0008991416,0.00005797889,0.002773477,0.1940809,0.002307122,0.005810324,0.191256,0.05850402,0.5248948],"study_design_scores_gemma":[0.00002860342,0.0006399265,0.01869389,0.002147352,0.00004405999,0.002376879,0.2030635,0.003565942,0.003304513,0.05572518,0.7101426,0.0002675453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2064307,0.0138728,0.08508974,0.4165453,0.003203674,0.0005707481,0.000156987,0.001412346,0.2727177],"genre_scores_gemma":[0.8579607,0.01106681,0.06901316,0.01310848,0.001125689,0.0002350979,0.0002162214,0.0007574408,0.04651645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03802353,"threshold_uncertainty_score":0.20109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919019839738248,"score_gpt":0.3062841763454356,"score_spread":0.2870939779480531,"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."}}