{"id":"W4415994446","doi":"10.1080/09638180.2025.2582475","title":"Suppliers’ pre-existing information environments and spillover effects of customer ESG disclosure mandates: evidence from China’s global supply chain networks","year":2025,"lang":"en","type":"article","venue":"European Accounting Review","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Supply chain; Spillover effect; Supply chain management; Chain (unit); Corporate governance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00342095,0.0002686634,0.0003265833,0.0015423,0.001026262,0.001570566,0.0004273315,0.0003721494,0.00390599],"category_scores_gemma":[0.009365411,0.0001661614,0.0004294282,0.003095197,0.001058738,0.001506892,0.001998089,0.0004616939,0.0002355572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562517,"about_ca_system_score_gemma":0.001781454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03681943,"about_ca_topic_score_gemma":0.03906603,"domain_scores_codex":[0.9979385,0.0007578723,0.000156613,0.0003222423,0.0005104663,0.0003143539],"domain_scores_gemma":[0.9807433,0.006001306,0.008426618,0.001437688,0.002597842,0.0007932315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367673,0.00008509568,0.9674513,0.0001583858,0.0002001917,0.0004381714,0.002725027,0.001564098,0.0004271624,0.003138497,0.0006384776,0.02303677],"study_design_scores_gemma":[0.00001297398,0.0001107524,0.9905122,0.0001030046,0.0001914995,0.00007044524,0.003605104,0.0009938148,0.0006453417,0.0006528075,0.00308173,0.00002039095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992741,0.0005581232,0.0003965347,0.0002870967,0.000006682191,0.00001778254,0.0002288011,0.000006352314,0.005757619],"genre_scores_gemma":[0.9991291,0.0002978019,0.00007616268,0.00004252952,0.000007168778,0.000005644725,0.0001361858,0.000001213158,0.0003042181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03681943,"threshold_uncertainty_score":0.07321024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007800890070688287,"score_gpt":0.2248979749906306,"score_spread":0.2170970849199423,"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."}}