{"id":"W2997135906","doi":"10.1145/1932682.1869467","title":"Agility in context","year":2010,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agile software development; Grounded theory; Computer science; Context (archaeology); Knowledge management; Process management; Engineering management; Management science; Software engineering; Qualitative research; Sociology; Business; Engineering","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":[0.002051919,0.0004870115,0.000348394,0.001834322,0.003595273,0.006468948,0.0007798556,0.001370914,0.003567913],"category_scores_gemma":[0.005269586,0.000357623,0.0002401201,0.001546466,0.0100013,0.006894889,0.00834264,0.002266391,0.0004119598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094964,"about_ca_system_score_gemma":0.001462687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849247,"about_ca_topic_score_gemma":0.003934026,"domain_scores_codex":[0.9948881,0.003452155,0.0001242532,0.0006879283,0.0003940686,0.0004534469],"domain_scores_gemma":[0.9959979,0.002222059,0.0004789692,0.0004856969,0.0003246223,0.0004907973],"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":[0.0001653185,0.0001157757,0.03122756,0.0007024384,0.00007397323,0.003189421,0.1823238,0.00426019,0.004615585,0.6262254,0.007534969,0.1395657],"study_design_scores_gemma":[0.00003645472,0.0001852478,0.02126945,0.0009739823,0.00008310451,0.003072182,0.1226936,0.004681448,0.002822671,0.5126238,0.3314566,0.0001015066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5146465,0.01455256,0.0997128,0.02954832,0.0005649351,0.0001609228,0.0002378687,0.0004491292,0.3401269],"genre_scores_gemma":[0.9901663,0.0009101122,0.005555923,0.0007299667,0.00005906465,0.00005621977,0.00003585374,0.00003216463,0.00245451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006468948,"threshold_uncertainty_score":0.01520014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682338457458814,"score_gpt":0.2689305406292369,"score_spread":0.2521071560546488,"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."}}