{"id":"W4221100511","doi":"10.5430/ijba.v13n2p67","title":"Ratio Between Outsourcing Management Efficiency and Financial Results: Case Study in Brazilian Companies","year":2022,"lang":"en","type":"article","venue":"International Journal of Business Administration","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; Business; Order (exchange); Exploratory research; Process (computing); Financial management; Knowledge process outsourcing; Business process; Industrial organization; Finance; Operations management; Accounting; Economics; Marketing; Computer science; Work in process","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003178677,0.000259196,0.0002805243,0.001450529,0.001089126,0.001018737,0.00039546,0.0007652073,0.001050135],"category_scores_gemma":[0.007868312,0.0001770504,0.0003759183,0.002072594,0.0009691409,0.0007151738,0.0007899815,0.0003855165,0.00009015805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188155,"about_ca_system_score_gemma":0.001263473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207267,"about_ca_topic_score_gemma":0.01556318,"domain_scores_codex":[0.9979706,0.001137819,0.0001174307,0.0001157077,0.0003636533,0.0002947159],"domain_scores_gemma":[0.9937317,0.004132703,0.0009461805,0.0002259828,0.0006590781,0.0003042962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005377113,0.003195786,0.839282,0.0007673753,0.0001303201,0.02158498,0.0460855,0.004825845,0.003524933,0.004264766,0.0009963767,0.07480437],"study_design_scores_gemma":[0.00007219791,0.002023777,0.8251444,0.0003738188,0.0001696364,0.01150321,0.1359618,0.01018399,0.006310247,0.001176942,0.006982875,0.00009700921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984447,0.0001724534,0.0003058549,0.00008461503,0.000001167401,0.00001959708,0.00001887312,0.000001091243,0.00095164],"genre_scores_gemma":[0.999209,0.000211423,0.0003600699,0.00001674729,0.000002737073,0.0000117276,0.0000115735,0.000001121318,0.00017565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01207267,"threshold_uncertainty_score":0.02400482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981335598096828,"score_gpt":0.2660305848331824,"score_spread":0.2462172288522141,"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."}}