{"id":"W975988848","doi":"10.3233/hsm-2007-26405","title":"Shared services beyond sourcing the back offices: Organizational design","year":2007,"lang":"en","type":"article","venue":"Human Systems Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"General partnership; Outsourcing; Organizational architecture; Business; Consolidation (business); Knowledge management; Standardization; Interdependence; Process management; Computer science; 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00281879,0.0004007529,0.0003152109,0.0005059221,0.001062592,0.001623564,0.0009964805,0.00008023502,0.0006529155],"category_scores_gemma":[0.000009710617,0.000311294,0.0001081188,0.0008938936,0.00006463334,0.0006546801,0.0006406264,0.000164806,0.00249851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113538,"about_ca_system_score_gemma":0.00000614251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004790054,"about_ca_topic_score_gemma":0.0001034755,"domain_scores_codex":[0.9970754,0.00004822509,0.0007270458,0.0006126317,0.0008716714,0.0006650249],"domain_scores_gemma":[0.9984766,0.00008460788,0.0004651283,0.0007478454,0.0001936809,0.00003211494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001317102,0.0005976634,0.04062394,0.008456928,0.001247588,0.0002863936,0.002227452,0.08604219,0.0003373233,0.6936288,0.1644889,0.001931052],"study_design_scores_gemma":[0.002684087,0.00004333975,0.03858434,0.0008786235,0.0006051906,0.00001057819,0.02969665,0.03805427,0.00002806879,0.004191719,0.8835511,0.001672072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0292605,0.000683105,0.2789115,0.002383237,0.00328724,0.005461222,0.000007718133,0.001298941,0.6787065],"genre_scores_gemma":[0.9802863,0.000004068042,0.0004878494,0.002777169,0.002337739,0.00005945142,0.0001241253,0.00009512157,0.0138282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9510258,"threshold_uncertainty_score":0.9999339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907123211624578,"score_gpt":0.2119445289103878,"score_spread":0.1928732967941421,"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."}}