{"id":"W136662117","doi":"","title":"An Empirical Investigation of Information Systems Departments’ Configurations","year":2012,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Concordia University","funders":"","keywords":"Focus (optics); Cluster (spacecraft); Organizational structure; Empirical research; Computer science; Information system; Process management; Business; Knowledge management; Engineering; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005909758,0.0003414329,0.0003341011,0.004653617,0.002227489,0.004114823,0.00128381,0.0004537271,0.003339049],"category_scores_gemma":[0.03763051,0.0004083474,0.0002331981,0.01192364,0.002338138,0.003191659,0.002415744,0.0007534688,0.0004748298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005885721,"about_ca_system_score_gemma":0.005227428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.014069,"about_ca_topic_score_gemma":0.01610173,"domain_scores_codex":[0.9886343,0.003895814,0.001031703,0.0009301333,0.003801244,0.001706716],"domain_scores_gemma":[0.9452758,0.01932276,0.01458272,0.003126386,0.01165206,0.006040266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001729075,0.0002269937,0.963132,0.00006911853,0.00006123498,0.0001729159,0.006442138,0.001203942,0.0008216443,0.00497986,0.0007910619,0.02192615],"study_design_scores_gemma":[0.00001871623,0.0002695406,0.956248,0.00005815494,0.00002607595,0.0002498908,0.03536095,0.002178574,0.0007544727,0.001108287,0.003694837,0.00003258176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930508,0.00007025081,0.0003800928,0.0001244807,0.000004317842,0.00003060794,0.0001498898,0.00001167622,0.006177914],"genre_scores_gemma":[0.9993737,0.00002860668,0.0002827134,0.00001263751,0.000003158685,0.00001227959,0.000107497,0.00000289912,0.0001764932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014069,"threshold_uncertainty_score":0.04270411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450956754296181,"score_gpt":0.2872856644327481,"score_spread":0.24218998900313,"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."}}