{"id":"W2213520142","doi":"","title":"Understanding Agility in ISD Projects","year":2015,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Agile software development; Extant taxon; Popularity; Knowledge management; Process management; Process (computing); Key (lock); Computer science; Business; Psychology; Software 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":[0.007518027,0.0004458491,0.0002593795,0.003672825,0.004616014,0.007337101,0.001338606,0.001816422,0.002189013],"category_scores_gemma":[0.01539437,0.0003919194,0.0003243681,0.003131985,0.006973847,0.006870298,0.01109578,0.002423301,0.0003467159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004235803,"about_ca_system_score_gemma":0.003523679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004125937,"about_ca_topic_score_gemma":0.003661332,"domain_scores_codex":[0.9893255,0.007453838,0.0003193569,0.0005719955,0.001095952,0.00123323],"domain_scores_gemma":[0.9824262,0.01076988,0.00286543,0.0007000198,0.001346118,0.001892406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001339064,0.0004369187,0.1769546,0.0004580316,0.00004319269,0.001690603,0.5633937,0.004366746,0.001959792,0.1520654,0.001607712,0.0968895],"study_design_scores_gemma":[0.00002710313,0.0002330424,0.1014254,0.0007488615,0.00002540374,0.0006443039,0.7061047,0.01213142,0.001007104,0.1392063,0.03838883,0.00005744752],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317225,0.0006093581,0.01835171,0.003049821,0.00001699322,0.0001028602,0.00003450698,0.00004185998,0.04607037],"genre_scores_gemma":[0.9969554,0.0002157528,0.001961309,0.00006848295,0.000004155957,0.00008150564,0.0000291973,0.000006833977,0.0006773034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007518027,"threshold_uncertainty_score":0.03975958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3118104447195648,"score_gpt":0.3405557474785205,"score_spread":0.0287453027589557,"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."}}