{"id":"W7095731044","doi":"","title":"Downsizing, Rightsizing, Capsizing—The Outsourcing Saga Roy M. Dalebozik, Eng., Executive Director, Facilities Development","year":2011,"lang":"en","type":"article","venue":"","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; Knowledge process outsourcing; Work (physics); Revenue; Selection (genetic algorithm); Core competency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004526394,0.0003210396,0.0001791138,0.000553599,0.002871564,0.006189357,0.0006046566,0.001411404,0.003317959],"category_scores_gemma":[0.002683463,0.0002723799,0.0001969691,0.001132274,0.003443123,0.00469837,0.002494743,0.004735638,0.001292981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327883,"about_ca_system_score_gemma":0.008272846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008167814,"about_ca_topic_score_gemma":0.01518866,"domain_scores_codex":[0.9974824,0.000727064,0.0001343937,0.0001876271,0.001164175,0.000304442],"domain_scores_gemma":[0.9966995,0.00059035,0.0002432513,0.0001659105,0.001195772,0.001105219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004053664,0.00004122522,0.003720217,0.0002198583,0.000006273371,0.0002170544,0.003394883,0.0005488602,0.001956787,0.08250067,0.588563,0.3187906],"study_design_scores_gemma":[0.000005414034,0.00009093155,0.002804853,0.0002522153,0.000005141645,0.0005915213,0.007230863,0.0004516284,0.0009539396,0.01975136,0.9678305,0.00003159652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01153632,0.04610952,0.01821726,0.8075006,0.005621441,0.000121491,0.00005876422,0.0002334669,0.1106012],"genre_scores_gemma":[0.3312153,0.1313904,0.02741128,0.1209481,0.006337534,0.0002311187,0.0001476363,0.000303019,0.3820156],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008167814,"threshold_uncertainty_score":0.02414554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073437821075131,"score_gpt":0.1989540020938503,"score_spread":0.158219623883099,"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."}}