{"id":"W2104132592","doi":"10.1287/orsc.1050.0118","title":"A Model of Organizational Integration, Implementation Effort, and Performance","year":2005,"lang":"en","type":"article","venue":"Organization Science","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":481,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Interdependence; Knowledge management; Organizational performance; Computer science; Process management; Business; Sociology","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":[0.0003842817,0.00008376803,0.00008197274,0.0003097967,0.0002815001,0.0001997063,0.0001540022,0.00001804814,0.0005705472],"category_scores_gemma":[0.0001320178,0.00007707874,0.000007393011,0.001833435,0.00011091,0.003239137,0.00007688118,0.00002826878,0.00005200292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000476829,"about_ca_system_score_gemma":0.0001157695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003355034,"about_ca_topic_score_gemma":0.00003800073,"domain_scores_codex":[0.9990025,0.000002519989,0.0003027915,0.0001809296,0.0003742145,0.0001370674],"domain_scores_gemma":[0.9988037,0.000006417967,0.0002329562,0.0001061507,0.000834846,0.00001587816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006013317,0.00004807036,0.6984356,0.00006159055,0.000005911936,5.263735e-8,0.001032396,0.001697473,0.1211832,0.1589482,0.00150364,0.01707789],"study_design_scores_gemma":[0.0009068216,0.00002198162,0.5950958,0.00002815336,0.00002652917,0.000005950922,0.001317882,0.3343797,0.06664171,0.0005734752,0.0007035542,0.000298476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745207,0.000004406307,0.02235974,0.0007228358,0.00007018718,0.0001795986,0.000003372415,0.00005568462,0.002083474],"genre_scores_gemma":[0.9970069,0.000006212923,0.001824182,0.0008698077,0.0001428834,0.000002369445,0.00004594136,0.0000130245,0.00008871221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3326823,"threshold_uncertainty_score":0.6247092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235176747260103,"score_gpt":0.2794595090071799,"score_spread":0.2559418342811696,"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."}}