{"id":"W3003277621","doi":"10.4018/978-1-7998-1863-2.ch006","title":"Continuous Deployment Transitions at Scale","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in systems analysis, software engineering, and high performance computing book series","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Software deployment; Summit; Software; IBM; Scale (ratio); Computer science; Engineering; World Wide Web; Software engineering; Operating system; Geography; Cartography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004027485,0.00084882,0.001781442,0.0006457175,0.000430821,0.0002465611,0.0007652097,0.0003860575,0.00001765452],"category_scores_gemma":[0.00002587629,0.0008227392,0.0003307097,0.000476067,0.000186818,0.001761867,0.0004348857,0.0006036937,0.00003667309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718579,"about_ca_system_score_gemma":0.00009167373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004463159,"about_ca_topic_score_gemma":0.00008058982,"domain_scores_codex":[0.9961885,0.00003643593,0.00132012,0.001263289,0.0005605535,0.00063106],"domain_scores_gemma":[0.997938,0.0001698116,0.000522704,0.0009333499,0.0001863603,0.0002498057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001088582,0.0001069982,0.06058795,0.008767268,0.002218758,0.0001616601,0.004784179,0.863645,0.0000208659,0.04297855,0.0005183746,0.01610155],"study_design_scores_gemma":[0.001342302,0.0007160804,0.01017574,0.003691674,0.001005112,0.0002868835,0.00009600708,0.3049854,0.00009722449,0.0001505606,0.6739256,0.003527378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.032537,0.183915,0.7637322,0.0003572479,0.005778403,0.002698691,0.0002131355,0.004473875,0.006294453],"genre_scores_gemma":[0.9137039,0.03126129,0.02159203,0.0002236552,0.001012509,0.0001535885,0.0002589083,0.0002360143,0.03155812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8811669,"threshold_uncertainty_score":0.9994224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004322696413469006,"score_gpt":0.191619975038998,"score_spread":0.187297278625529,"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."}}