{"id":"W1781487566","doi":"10.1504/ijpmb.2015.070816","title":"To overcome the challenges thrown by globalisation by benchmarking with a special reference to banking sector - a case study","year":2015,"lang":"en","type":"article","venue":"International Journal of Process Management and Benchmarking","topic":"Banking Sector Performance and Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Becton Dickinson (Canada)","funders":"","keywords":"Benchmarking; Restructuring; Globalization; Business; Market liquidity; Diversification (marketing strategy); Retail banking; Profitability index; Private sector; Financial services; Portfolio; Finance; Financial system; Accounting; Economics; Marketing; Market economy; Economic growth","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":[0.0009995374,0.0002534653,0.0002332218,0.0004369387,0.0002096779,0.0008401007,0.000631765,0.00003344651,0.0001103054],"category_scores_gemma":[0.00002429733,0.0001777089,0.0000390397,0.0004125879,0.00002924396,0.001395523,0.0003817285,0.0001758032,0.000009206509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426471,"about_ca_system_score_gemma":0.0000202384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003306762,"about_ca_topic_score_gemma":0.0004773772,"domain_scores_codex":[0.9977348,0.0000219527,0.0004608806,0.0003382087,0.001162006,0.0002821939],"domain_scores_gemma":[0.9987872,0.00002896321,0.0004674481,0.0001548391,0.0005105673,0.00005101112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002908526,0.002303712,0.1770536,0.000872244,0.003324362,0.005351652,0.02817731,0.003562058,0.0001131635,0.02249787,0.2155722,0.5382633],"study_design_scores_gemma":[0.009360497,0.002330934,0.03095366,0.002287579,0.00112393,0.0009942779,0.09468887,0.00303095,0.00005700539,0.006887003,0.8460935,0.002191821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764687,0.0002871105,0.00153843,0.002468646,0.001248718,0.0007053048,0.000003537585,0.00003156944,0.01724792],"genre_scores_gemma":[0.9945374,0.00005084276,0.0002628799,0.001517239,0.003496089,0.00003530617,0.000008821582,0.00002091244,0.00007055986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6305213,"threshold_uncertainty_score":0.810111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03805406645553196,"score_gpt":0.2752746064936238,"score_spread":0.2372205400380919,"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."}}