{"id":"W2383517110","doi":"","title":"The Formation of Comprehensive Evaluation System Outsourcing Undertakers in Shanghai","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Competition (biology); Analytic hierarchy process; Business; Order (exchange); Industrial organization; Process (computing); Knowledge process outsourcing; Process management; Service (business); Hierarchy; Risk analysis (engineering); Operations management; Computer science; Operations research; Marketing; Economics; Engineering; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002668202,0.0001032068,0.0001241585,0.0007981597,0.0002530206,0.0002076484,0.000490718,0.00004531656,0.00008541049],"category_scores_gemma":[0.0003186411,0.00007970741,0.00004262918,0.0009791973,0.0001059323,0.0007480119,0.0002748936,0.0001678657,0.0001239621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549474,"about_ca_system_score_gemma":0.00003622356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003174559,"about_ca_topic_score_gemma":0.0005500203,"domain_scores_codex":[0.9977167,0.00008137488,0.0003972654,0.000198753,0.001324585,0.0002813708],"domain_scores_gemma":[0.997021,0.0001902239,0.0001762966,0.0002316242,0.002372633,0.000008220792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002657834,0.001355618,0.3148436,0.005102111,0.0006032688,0.0001580193,0.0103389,0.09336212,0.003341297,0.4115946,0.02217719,0.1344655],"study_design_scores_gemma":[0.001643323,0.00001324126,0.4189354,0.0006441409,0.00002953333,0.000004505929,0.02988539,0.522234,0.0002051375,0.005798089,0.02034643,0.000260776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6857986,0.0003066265,0.01467588,0.00823477,0.002536992,0.002079351,0.000005564524,0.0001537359,0.2862085],"genre_scores_gemma":[0.9992602,0.00001392713,0.00006157109,0.00006832693,0.0002807809,0.00008782276,0.0000335136,0.00001500957,0.0001788162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4288719,"threshold_uncertainty_score":0.4799005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561074949608875,"score_gpt":0.3397973212220473,"score_spread":0.1836898262611597,"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."}}