{"id":"W4409797279","doi":"10.1109/apsec65559.2024.00067","title":"Uncovering the DevOps Landscape: A Scoping Review and Conceptualization Framework","year":2024,"lang":"en","type":"review","venue":"","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Conceptualization; DevOps; Computer science; Data science; Management science; Software engineering; Engineering; Artificial intelligence; Software deployment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1187187,0.002106,0.003574946,0.08647764,0.004347085,0.01305526,0.004527804,0.004803068,0.002101284],"category_scores_gemma":[0.180738,0.001718626,0.004141264,0.06042727,0.006960868,0.01362438,0.009737746,0.004245986,0.0005802286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578972,"about_ca_system_score_gemma":0.07222188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477145,"about_ca_topic_score_gemma":0.02781616,"domain_scores_codex":[0.9330276,0.03161972,0.01797871,0.003179365,0.0128854,0.001309216],"domain_scores_gemma":[0.8038968,0.1454833,0.0136907,0.004950524,0.03062111,0.001357589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007782746,0.00009323705,0.003679661,0.2850714,0.0009361581,0.001325023,0.02742964,0.002871327,0.001553271,0.1245518,0.01752091,0.5348898],"study_design_scores_gemma":[0.0000274842,0.00009385509,0.002199295,0.69346,0.001357606,0.0006103794,0.02061864,0.001251491,0.0006685084,0.03182641,0.2478001,0.00008615759],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006931215,0.8754986,0.06130845,0.02765273,0.001302675,0.009411871,0.001520857,0.0001122174,0.01626142],"genre_scores_gemma":[0.05170182,0.8209854,0.1008107,0.004492392,0.0004666629,0.01768295,0.001893692,0.00007909084,0.001887258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1187187,"threshold_uncertainty_score":0.6278518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05884817469266444,"score_gpt":0.3395903390656967,"score_spread":0.2807421643730322,"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."}}