{"id":"W3095180893","doi":"10.1145/3377812.3390808","title":"Understanding DevOps education with Grounded theory","year":2020,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; MacEwan University","funders":"","keywords":"DevOps; Grounded theory; Engineering management; Knowledge management; Computer science; Engineering; Qualitative research; Software engineering; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073147,0.00005156297,0.00004159551,0.00002195896,0.00004138402,0.0001181253,0.0002522025,0.00001749606,0.00002501768],"category_scores_gemma":[0.00003816262,0.00003887372,0.00001024363,0.0002119166,0.000008218723,0.0004874961,0.00004530417,0.00006190869,0.00001120532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000315442,"about_ca_system_score_gemma":0.0000635949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008114569,"about_ca_topic_score_gemma":0.000001181586,"domain_scores_codex":[0.9996394,0.00002037123,0.00004783555,0.0001324464,0.00008508736,0.00007485899],"domain_scores_gemma":[0.9996409,0.0001266157,0.000023387,0.0001404454,0.00001490794,0.0000537173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004416321,0.000007515685,0.00008898821,0.000005727881,0.000004999682,0.00000123136,0.0003423453,0.00002603614,0.00002065833,0.9927958,0.001469218,0.005233013],"study_design_scores_gemma":[0.0005915247,0.001019075,0.001821411,0.00009861422,0.00003853133,0.0001381178,0.001726363,0.07473688,0.00577839,0.8038546,0.1090272,0.001169253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002226123,0.00002977803,0.97846,0.003197424,0.0000650946,0.0000532976,5.617054e-8,0.000817222,0.01715453],"genre_scores_gemma":[0.6672555,0.000004153922,0.3313932,0.001224046,0.00003039662,0.000004690144,3.797048e-7,0.00000406887,0.00008354465],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6670329,"threshold_uncertainty_score":0.1585224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056423680405995,"score_gpt":0.2555927830838426,"score_spread":0.1499504150432431,"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."}}