{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000577533,0.0001978629,0.0002181988,0.0007247361,0.0001511104,0.0007633294,0.0004015309,0.0001871567,0.0001269871],"category_scores_gemma":[0.0001035215,0.0001824077,0.00005440285,0.0003312768,0.00007684441,0.02632601,0.00003735733,0.000162979,0.001637413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101562,"about_ca_system_score_gemma":0.00008094219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003329487,"about_ca_topic_score_gemma":0.000004522347,"domain_scores_codex":[0.9977539,0.00002367045,0.001138488,0.00008247705,0.0007504644,0.0002510367],"domain_scores_gemma":[0.9970568,0.00002632902,0.001345908,0.0002686004,0.001264918,0.00003747645],"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":[0.00004165102,0.00003270674,0.02886945,0.0001106873,0.00003620964,1.060923e-7,0.0008610762,0.001376059,0.0001239576,0.9644338,0.003383637,0.0007306857],"study_design_scores_gemma":[0.002920839,0.0001944669,0.1441702,0.0004161422,0.00008072934,0.00004761808,0.02781591,0.3321003,0.001081869,0.002281363,0.4876623,0.001228392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5511145,0.00002213793,0.02338109,0.0008633101,0.005992485,0.0012508,0.0002182301,0.0004927181,0.4166647],"genre_scores_gemma":[0.9968484,0.000007899324,0.00005471249,0.0009960209,0.0004203558,0.0001477556,0.001472459,0.000006406508,0.00004600044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9621524,"threshold_uncertainty_score":0.9991399,"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."}}