{"id":"W1477329059","doi":"10.1017/s0260210515000388","title":"Benchmarking global supply chains: the power of the ‘ethical audit’ regime","year":2015,"lang":"en","type":"article","venue":"Review of International Studies","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council","keywords":"Audit; Benchmarking; Supply chain; Business; Corporate governance; Accountability; Corporate social responsibility; Quality audit; Product (mathematics); Power (physics); Accounting; Industrial organization; Public relations; Marketing; Finance; Political science","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":[0.001190857,0.0001148981,0.0002902443,0.00001770969,0.0001028459,0.00002977261,0.0005154908,0.00004189927,0.0000325738],"category_scores_gemma":[0.003652534,0.00005922069,0.0002200985,0.0003054296,0.0003068949,0.0001643631,0.0003913873,0.0001292977,0.00000711147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481817,"about_ca_system_score_gemma":0.00005570586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000341772,"about_ca_topic_score_gemma":0.00005159021,"domain_scores_codex":[0.9987269,0.00004735799,0.0003746056,0.0001234926,0.0005931897,0.0001344356],"domain_scores_gemma":[0.9982225,0.00008145611,0.0003740557,0.0001851736,0.001128183,0.000008576706],"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":[0.00005090262,0.0002403671,0.1439086,0.00557665,0.000982824,0.000004650205,0.001959275,0.0000233868,0.000002340706,0.5543873,0.284024,0.008839799],"study_design_scores_gemma":[0.0007275055,0.00005098758,0.2105271,0.01029826,0.0004154062,0.00000589288,0.01776589,0.00006263142,0.00000780635,0.04643016,0.7133577,0.000350673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.181621,0.3901736,0.00004647906,0.2759723,0.006149107,0.001693218,0.0000743632,0.0000690727,0.1442008],"genre_scores_gemma":[0.9788596,0.01399079,0.0000162939,0.006447391,0.0005949758,0.000009272978,0.00000400143,0.000004463262,0.00007321742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7972386,"threshold_uncertainty_score":0.4372688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477183318662713,"score_gpt":0.3407887744242592,"score_spread":0.2960169412376321,"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."}}