{"id":"W3023388365","doi":"","title":"Framework, model and tool use in higher education enterprise architecture: an international survey.","year":2019,"lang":"en","type":"article","venue":"Conference of the Centre for Advanced Studies on Collaborative Research","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Architecture; Computer science; Enterprise architecture; View model; Knowledge management; Engineering management; Software engineering; Enterprise architecture framework; Process management; Software architecture; Business; Engineering; Software; Operating system; Geography","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":[0.01375825,0.0003320935,0.0002939849,0.005011972,0.0007685606,0.005374592,0.001031886,0.001045963,0.00179861],"category_scores_gemma":[0.02901181,0.0003167064,0.0003646054,0.01026891,0.001571807,0.01023637,0.001679032,0.001461255,0.0004102247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002923781,"about_ca_system_score_gemma":0.005445539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008035168,"about_ca_topic_score_gemma":0.01094461,"domain_scores_codex":[0.9939463,0.002654081,0.0007030769,0.0003499795,0.00196327,0.0003833676],"domain_scores_gemma":[0.9756082,0.01704829,0.002215913,0.001721954,0.002818474,0.0005872144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001201847,0.0004499073,0.1636776,0.001294324,0.00009061802,0.0002307826,0.02216667,0.004333594,0.002275153,0.1193618,0.01001851,0.6759809],"study_design_scores_gemma":[0.00003977699,0.0007316503,0.2673776,0.01057223,0.0002481613,0.003344927,0.08655859,0.01735789,0.004285377,0.06664892,0.5426594,0.0001754632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.737737,0.08376541,0.06979392,0.01381694,0.0002694051,0.0002239407,0.001062929,0.0004813999,0.09284909],"genre_scores_gemma":[0.9523873,0.02192557,0.02149993,0.0004073414,0.00002461374,0.00009726014,0.0006869577,0.0001055676,0.002865429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375825,"threshold_uncertainty_score":0.07276148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266869387123925,"score_gpt":0.3803818721161418,"score_spread":0.2536949334037493,"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."}}