{"id":"W4380608290","doi":"10.36227/techrxiv.19210347.v4","title":"A theory of organizational structures for development and infrastructure professionals","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"DevOps; Grounded theory; Knowledge management; Process (computing); Organizational structure; Business; Engineering; Software; Management; Process management; Engineering management; Computer science; Qualitative research; Sociology","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":[0.00596487,0.0007941165,0.0004647612,0.003683864,0.004205545,0.006415656,0.002092769,0.003138551,0.007194128],"category_scores_gemma":[0.01195323,0.0006243313,0.001052646,0.00290952,0.01899811,0.009519806,0.004155825,0.002574053,0.001298562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009023814,"about_ca_system_score_gemma":0.007400012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004851778,"about_ca_topic_score_gemma":0.003492887,"domain_scores_codex":[0.9930922,0.004003671,0.000287504,0.0008346813,0.0010924,0.0006895154],"domain_scores_gemma":[0.9865676,0.007227573,0.00205576,0.001324456,0.001436921,0.001387592],"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":[0.000007466536,0.00003777059,0.001265987,0.00006613222,0.000009117742,0.00006268921,0.004905998,0.001367024,0.00009491351,0.983758,0.001244909,0.007179916],"study_design_scores_gemma":[0.00006062269,0.00007414011,0.002069304,0.000198522,0.00001705406,0.0002576181,0.004785873,0.006438846,0.0001505668,0.9369544,0.04897201,0.00002103777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07806187,0.002442946,0.5618277,0.03549316,0.0004203933,0.000705059,0.0003675569,0.0002601695,0.3204212],"genre_scores_gemma":[0.8701364,0.001250728,0.1146896,0.00155353,0.0001913216,0.001136266,0.0003169359,0.00005143973,0.01067381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009023814,"threshold_uncertainty_score":0.06547266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899618115507172,"score_gpt":0.3011360115672264,"score_spread":0.2721398304121547,"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."}}