{"id":"W4415710331","doi":"10.25300/misq/2025/18085","title":"Seizing Growth Opportunities: A Risky Business? Effects of Cloud Sourcing on Mergers and Acquisitions","year":2025,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cloud computing; Transaction cost; Viewpoints; Mergers and acquisitions; Software as a service; Outsourcing; Flexibility (engineering); Insourcing","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":[0.002889964,0.0004055175,0.0005661929,0.001822,0.001787704,0.004963086,0.0007345879,0.001843038,0.009555378],"category_scores_gemma":[0.02789324,0.0002477716,0.0007373646,0.002102922,0.002718413,0.004393306,0.003945929,0.003415211,0.0008663962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569435,"about_ca_system_score_gemma":0.002453754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212523,"about_ca_topic_score_gemma":0.01080944,"domain_scores_codex":[0.9969335,0.001199508,0.0001437904,0.0003236419,0.0006033955,0.0007962619],"domain_scores_gemma":[0.9329253,0.03538155,0.02193294,0.0009622526,0.001998585,0.00679931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007000218,0.0005392993,0.9460323,0.0001050081,0.0002146829,0.001956673,0.001782649,0.0030589,0.0006908529,0.01224289,0.004045206,0.02863149],"study_design_scores_gemma":[0.00006028417,0.0004234891,0.9560131,0.0002744955,0.0002793854,0.0004374586,0.01640112,0.005844442,0.0008285348,0.01269023,0.006681325,0.00006609716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810069,0.001924563,0.000349122,0.006177858,0.00003510272,0.00002957956,0.0003270696,0.00003425077,0.01011555],"genre_scores_gemma":[0.9984364,0.00054077,0.00005601445,0.0002222979,0.00004273406,0.000009351871,0.0001071998,0.000006412637,0.0005788237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212523,"threshold_uncertainty_score":0.03196591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008730883125886239,"score_gpt":0.2002690471135749,"score_spread":0.1915381639876886,"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."}}