{"id":"W2135758944","doi":"10.58729/1941-6687.1035","title":"Performance Analysis for Shared Services","year":2014,"lang":"en","type":"article","venue":"Communications of the IIMA","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Outsourcing; Standardization; Consolidation (business); Business; Service (business); Services computing; Computer science; Process management; Knowledge management; Web service; World Wide Web; Marketing; Finance","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":[0.0004142751,0.00006522792,0.0001244337,0.0001454516,0.0003442742,0.00007670826,0.002332411,0.00001879306,0.00003203644],"category_scores_gemma":[0.0000651392,0.0000485181,0.0001397531,0.0005804396,0.00005469858,0.0002124478,0.001078168,0.00004508972,0.00002030877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007804459,"about_ca_system_score_gemma":0.000002738681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964797,"about_ca_topic_score_gemma":0.0001919128,"domain_scores_codex":[0.9995365,0.00001370951,0.0001677057,0.00008925643,0.00009592954,0.00009688776],"domain_scores_gemma":[0.9972008,0.00008368061,0.0001792451,0.002414257,0.0001185182,0.000003424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002885553,0.0002319078,0.911034,0.0009699104,0.0006782035,1.36688e-8,0.0004504215,0.02057623,0.0002075882,0.0422497,0.006099647,0.01747345],"study_design_scores_gemma":[0.000184845,0.000003133077,0.1324548,0.00003379117,0.0004039395,2.646179e-8,0.0001418024,0.5768559,0.00001977799,0.000850332,0.2889701,0.0000815591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6970304,0.0004019791,0.01546797,0.07255346,0.0004967597,0.001531951,0.00003040548,0.000340312,0.2121468],"genre_scores_gemma":[0.9959408,0.00001001912,0.002356614,0.0007648618,0.00007331178,0.00003954253,0.00005007472,0.000007998069,0.0007567682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785793,"threshold_uncertainty_score":0.4334239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242983249562393,"score_gpt":0.2332238899172195,"score_spread":0.2107940574215955,"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."}}