{"id":"W2238023328","doi":"","title":"Agile Governance Theory: conceptual development","year":2015,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agile software development; Conceptual framework; Framing (construction); Corporate governance; Knowledge management; Process management; Conceptual model; Context (archaeology); Computer science; Management science; Business; Engineering; Sociology","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":[0.0003149437,0.00009898745,0.00008650334,0.00003109556,0.00006026722,0.00004214565,0.0007518214,0.00004668385,0.00002056181],"category_scores_gemma":[0.00009452567,0.0001052769,0.00002762445,0.0003297141,0.00004762893,0.0006615354,0.0002515008,0.000104247,0.0001326856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055726,"about_ca_system_score_gemma":0.0001136491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001581571,"about_ca_topic_score_gemma":0.000003152916,"domain_scores_codex":[0.9993394,0.00005233072,0.00007019591,0.0002922324,0.00006788197,0.0001779726],"domain_scores_gemma":[0.9992426,0.0001284097,0.00006764295,0.0003673934,0.00006698404,0.0001269661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001147193,0.00002346349,0.0008326137,0.000002151476,0.00001404618,0.0000906583,0.0005333687,0.004244598,0.000007664276,0.9895394,0.001963644,0.002736932],"study_design_scores_gemma":[0.00127159,0.0002398576,0.003501728,0.00005274175,0.00002535931,0.00003605285,0.0003844297,0.09300862,0.004293553,0.08696003,0.8092045,0.001021495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05769446,0.00007991594,0.9371982,0.00005647771,0.0002135647,0.00005660578,8.166219e-7,0.0005325034,0.004167468],"genre_scores_gemma":[0.9680102,0.00001846227,0.03003943,0.0001016636,0.00002279721,4.360382e-7,8.359834e-7,0.0000060251,0.001800158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9103158,"threshold_uncertainty_score":0.4293068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09321243612348128,"score_gpt":0.1841033096492973,"score_spread":0.09089087352581605,"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."}}