{"id":"W2397777826","doi":"10.1145/2889160.2893462","title":"Is continuous adoption in software engineering achievable and desirable?","year":2016,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tasktop Technologies (Canada); University of British Columbia","funders":"","keywords":"Software development; Social software engineering; Computer science; Software engineering; Interview; Software Engineering Process Group; Software; Personal software process; DevOps; Software development process; Engineering management; Software construction; Engineering; Software deployment; Operating system","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06626268,0.0004690912,0.0008772271,0.001303001,0.004392693,0.01514805,0.001912024,0.008399888,0.002740044],"category_scores_gemma":[0.1621612,0.0007651588,0.0009328168,0.002037706,0.01547866,0.02906692,0.007968362,0.008500847,0.001399024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048146,"about_ca_system_score_gemma":0.01048232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238452,"about_ca_topic_score_gemma":0.001153884,"domain_scores_codex":[0.9049087,0.05378855,0.004646304,0.008026049,0.02161803,0.007012371],"domain_scores_gemma":[0.7725689,0.115842,0.0335912,0.02740213,0.03451973,0.01607593],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002319772,0.001963,0.0480346,0.002914297,0.0001631934,0.001323804,0.080854,0.00125799,0.008389139,0.5784668,0.02346498,0.2529363],"study_design_scores_gemma":[0.0002598034,0.002498385,0.07206764,0.004934005,0.0001245383,0.002253489,0.1350496,0.005892183,0.005534083,0.5634736,0.2076231,0.0002895584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3017203,0.004886426,0.0957824,0.4084691,0.001391619,0.0005145518,0.0001001687,0.001015182,0.1861204],"genre_scores_gemma":[0.9614941,0.001716097,0.02513945,0.008917831,0.0004048795,0.0003344429,0.00005479984,0.0001063448,0.0018321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9337373,"threshold_uncertainty_score":0.3504347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349945327735948,"score_gpt":0.2244929534075101,"score_spread":0.2109935001301506,"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."}}