{"id":"W165545525","doi":"10.4018/978-1-61692-852-0.ch515","title":"Adoption, Improvement, and Disruption","year":2011,"lang":"en","type":"book-chapter","venue":"Enterprise Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Open source software; Enterprise software; Software; Business model; Software development; Computer science; Open source; Business; Knowledge management; Software engineering; Process management; Marketing; 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":[],"consensus_categories":[],"category_scores_codex":[0.001902301,0.0009029309,0.0004812062,0.002175968,0.001746572,0.005598294,0.001518112,0.004345141,0.009702802],"category_scores_gemma":[0.01102347,0.0004773683,0.0009125755,0.002641956,0.00627233,0.009081299,0.002869668,0.002955828,0.001455084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006635057,"about_ca_system_score_gemma":0.002837551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082653,"about_ca_topic_score_gemma":0.00539749,"domain_scores_codex":[0.9977412,0.0007316032,0.00007417014,0.000564748,0.0005252657,0.0003629654],"domain_scores_gemma":[0.9949396,0.002943516,0.0009698912,0.0003410452,0.0004906161,0.0003153966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006989479,0.0002165951,0.01405016,0.0001348273,0.00003650358,0.0005584235,0.003931359,0.03065076,0.0005906072,0.8940808,0.004509968,0.05117021],"study_design_scores_gemma":[0.00006784674,0.0003548598,0.01467327,0.0002604649,0.00006695285,0.000684447,0.004591426,0.09967437,0.0006625747,0.8243538,0.05450208,0.0001079131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2761158,0.004726387,0.2296586,0.03582533,0.0003048414,0.0005137239,0.0006087924,0.0006750095,0.4515715],"genre_scores_gemma":[0.970869,0.002033021,0.007660579,0.0006897914,0.00008784998,0.0002177583,0.0001036641,0.0000423774,0.018296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01082653,"threshold_uncertainty_score":0.04814094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492949082934897,"score_gpt":0.2190085516834639,"score_spread":0.2040790608541149,"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."}}