{"id":"W4251330174","doi":"10.1109/hicss.2003.1174787","title":"Introduction to the trends in outsourcing of information systems minitrack","year":2003,"lang":"en","type":"article","venue":"","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Outsourcing; Event (particle physics); Data science; Library science; World Wide Web; Business; Marketing","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":[0.0009188489,0.0000894433,0.0001205894,0.0006156192,0.00006113233,0.0001739337,0.0001223194,0.00002676946,0.0001688217],"category_scores_gemma":[0.0001182742,0.00006273355,0.00003515496,0.0009273365,0.00001002646,0.0006880884,0.0000393682,0.00006412977,0.0002422181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002536053,"about_ca_system_score_gemma":0.000003213297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007507002,"about_ca_topic_score_gemma":0.0001210062,"domain_scores_codex":[0.9991933,0.00001663617,0.0003239879,0.0001075731,0.000195045,0.0001634892],"domain_scores_gemma":[0.9995765,0.00001582778,0.0001154421,0.0002208364,0.00006561294,0.000005743589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004437713,0.0001083966,0.03303506,0.0003793991,0.00003808994,0.000001418653,0.001811801,0.3967145,0.00008172563,0.2642186,0.2692056,0.03436105],"study_design_scores_gemma":[0.0002789039,0.000007601682,0.007569175,0.00002117414,0.00001584456,7.456771e-7,0.005888307,0.01504466,0.00003145913,0.0000780948,0.9709405,0.0001235849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1722049,0.00007916871,0.07930845,0.05585087,0.004677542,0.001276946,0.000002644237,0.0003093749,0.6862901],"genre_scores_gemma":[0.996327,6.493815e-7,0.0001360844,0.0007653685,0.0006728386,0.00001802783,0.00001271874,0.000006268084,0.002061001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8241222,"threshold_uncertainty_score":0.3113305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009144035677911638,"score_gpt":0.1999560772243001,"score_spread":0.1908120415463885,"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."}}