{"id":"W4414939270","doi":"10.1080/24725854.2025.2569666","title":"Audit and compliance in supply chains with damage cost sharing under supplier’s responsibility standards","year":2025,"lang":"en","type":"article","venue":"IISE Transactions","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Audit; Supply chain; Compliance (psychology); Financial Audit; Cost sharing; Order (exchange)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01042759,0.0004295398,0.0007231141,0.001150153,0.00133153,0.00356923,0.0008360369,0.001807194,0.006359628],"category_scores_gemma":[0.04933774,0.0005928077,0.0006417992,0.002052678,0.002589653,0.004907045,0.002721112,0.001562147,0.0003646539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027536,"about_ca_system_score_gemma":0.004680447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124347,"about_ca_topic_score_gemma":0.008265349,"domain_scores_codex":[0.9874964,0.005492548,0.0008049873,0.0011775,0.002659136,0.00236951],"domain_scores_gemma":[0.9253147,0.03532174,0.02725684,0.005047105,0.005183135,0.001876373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001437966,0.001460672,0.3348784,0.0003326501,0.0003864808,0.001128892,0.003738151,0.4056596,0.003330963,0.1634035,0.00223655,0.08200616],"study_design_scores_gemma":[0.000292589,0.001354062,0.1754118,0.0001902107,0.0003603815,0.0004664325,0.005878658,0.5218077,0.003010318,0.2866235,0.004401896,0.0002025405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617625,0.0002127131,0.02591032,0.001162328,0.0000179874,0.0001125552,0.00009070351,0.00008456699,0.01064624],"genre_scores_gemma":[0.9982345,0.00004264441,0.0009187027,0.00002171917,0.000006701345,0.00001482733,0.0000182764,0.000003718719,0.0007388932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124347,"threshold_uncertainty_score":0.05514705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856569822912022,"score_gpt":0.2720809678761492,"score_spread":0.2535152696470289,"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."}}