{"id":"W4252868212","doi":"10.1109/hicss.1998.654824","title":"Introduction To The Trends In Outsourcing Of Information Systems Minitrack","year":2005,"lang":"en","type":"article","venue":"","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Outsourcing; Computer science; Data science; Knowledge management; 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":[0.0006977438,0.00008863887,0.0001179214,0.0006549298,0.00005749048,0.0001801479,0.0001583943,0.00002656864,0.0001704029],"category_scores_gemma":[0.00004875499,0.00006216338,0.00003580979,0.000759284,0.00000982961,0.001002929,0.00007650036,0.00006648884,0.0004521625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000344924,"about_ca_system_score_gemma":0.000002365801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009220499,"about_ca_topic_score_gemma":0.0003268615,"domain_scores_codex":[0.9991732,0.000008760684,0.0003459612,0.0001055475,0.0002047007,0.0001617916],"domain_scores_gemma":[0.9995851,0.00001339302,0.0001185616,0.000215122,0.00006208383,0.000005748574],"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":[0.000036775,0.00006158035,0.008389582,0.0001504244,0.00001828152,3.865526e-7,0.001277692,0.5795325,0.00004441657,0.02579523,0.243464,0.1412292],"study_design_scores_gemma":[0.0002239115,0.000005441738,0.009345782,0.00001824296,0.00001248251,4.280497e-7,0.002895682,0.08307118,0.00001811007,0.00001433058,0.9042967,0.00009771607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2521354,0.00009151726,0.05908399,0.315792,0.003095171,0.001322957,0.000003906706,0.000445944,0.3680291],"genre_scores_gemma":[0.9932234,7.725609e-7,0.0001959687,0.001379992,0.002788115,0.00001717803,0.00001974893,0.000006230385,0.002368599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.741088,"threshold_uncertainty_score":0.5811785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0084245101167985,"score_gpt":0.2034978713107385,"score_spread":0.19507336119394,"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."}}