{"id":"W4399362178","doi":"10.1287/ited.2023.0026cs","title":"Case—Budding with ERP: Information and Operations Management Challenges in a Nascent Industry","year":2024,"lang":"en","type":"article","venue":"INFORMS Transactions on Education","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; MacEwan University; Thompson Rivers University","funders":"","keywords":"Budding; Business; Process management; Information management; Knowledge management; Operations management; Computer science; Engineering; Biology","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":[0.00315475,0.0001913337,0.0002521163,0.0007045557,0.01157736,0.008179182,0.001133671,0.00657884,0.007159103],"category_scores_gemma":[0.007916218,0.0002779432,0.0003084751,0.001264763,0.003997342,0.005161545,0.004878032,0.006434517,0.001376762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800127,"about_ca_system_score_gemma":0.008229911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02299922,"about_ca_topic_score_gemma":0.03915707,"domain_scores_codex":[0.9981933,0.0006721288,0.00006375933,0.0001395727,0.0003296138,0.0006016434],"domain_scores_gemma":[0.9930879,0.002307971,0.0003526861,0.0002562811,0.0006646982,0.003330405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006352123,0.002666115,0.06008163,0.0001884722,0.00002986076,0.09031875,0.09628459,0.001752552,0.003602462,0.562733,0.08497291,0.09673449],"study_design_scores_gemma":[0.0001751225,0.0005504542,0.023024,0.0004221006,0.00004063467,0.03562363,0.4753177,0.009387759,0.003039391,0.111446,0.3407649,0.0002084016],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6878464,0.000611686,0.004846446,0.176703,0.0005394374,0.0001300193,0.0001210429,0.00007392869,0.129128],"genre_scores_gemma":[0.9696273,0.0005496613,0.003032675,0.009701317,0.0001676364,0.00004062218,0.00004747176,0.00002766876,0.01680565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299922,"threshold_uncertainty_score":0.04573071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398497469370079,"score_gpt":0.2869401274982844,"score_spread":0.2529551528045836,"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."}}