{"id":"W1605034308","doi":"","title":"Understanding the Transformation of the IT Function in Organizations.","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Archetype; Typology; Function (biology); Normative; Computer science; Dimension (graph theory); Knowledge management; Perspective (graphical); Transformation (genetics); Punctuated equilibrium; Management science; Sociology; Artificial intelligence; Political science; Mathematics; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00171472,0.00007309201,0.0001334384,0.0002010443,0.0002932719,0.0001967089,0.0003318359,0.0001042116,0.000005740863],"category_scores_gemma":[0.000504608,0.00003857164,0.000112132,0.00093991,0.00001929722,0.004896102,0.00002299361,0.0001724077,0.00001699664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121477,"about_ca_system_score_gemma":0.000070428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002487632,"about_ca_topic_score_gemma":0.0000645292,"domain_scores_codex":[0.998329,0.00002215112,0.001021084,0.00002460875,0.000491226,0.0001119339],"domain_scores_gemma":[0.9956861,0.00007138991,0.003321432,0.0001208658,0.0007969253,0.000003265229],"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":[0.00008241266,0.00003756468,0.03618678,0.0002409871,0.0001094472,1.483091e-8,0.005585545,0.1062398,0.00007567515,0.8154366,0.03481491,0.001190251],"study_design_scores_gemma":[0.004549466,0.00004401308,0.08757485,0.0004451767,0.0002513659,0.00001671191,0.04571777,0.06734066,0.0005259698,0.009133263,0.7840973,0.0003034378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4369365,0.0001834867,0.2408174,0.1264656,0.01609424,0.006389671,0.00008757816,0.0001679802,0.1728575],"genre_scores_gemma":[0.9984795,0.000007261317,0.000007112522,0.001053532,0.0002516263,0.000008736865,0.000005439342,0.000004057543,0.0001826639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8063034,"threshold_uncertainty_score":0.3549556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105233726464109,"score_gpt":0.2062863286079588,"score_spread":0.1852339913433177,"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."}}