{"id":"W4391033928","doi":"10.1002/joom.1293","title":"How do suppliers respond to institutional complexity? Examining voluntary public environmental disclosure in a global manufacturing supply network","year":2024,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Business; Sustainability; Supply chain; Transparency (behavior); Context (archaeology); Industrial organization; Institutional theory; Supply network; Marketing; Economics","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":[0.007158801,0.0001309481,0.0002848662,0.001253674,0.001322816,0.003049612,0.0005701212,0.0009596344,0.003139887],"category_scores_gemma":[0.03773367,0.0002024077,0.0001908896,0.002404908,0.00180159,0.004188986,0.002961156,0.0007484743,0.000199227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341748,"about_ca_system_score_gemma":0.00141085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006420895,"about_ca_topic_score_gemma":0.007849176,"domain_scores_codex":[0.9942468,0.003475723,0.0003505721,0.0005353519,0.0009694322,0.0004221715],"domain_scores_gemma":[0.9438995,0.03447325,0.01603383,0.002570172,0.002271723,0.0007515301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203096,0.0002177772,0.9059193,0.00017678,0.0001081913,0.0005469178,0.02963971,0.01136595,0.001940229,0.01808442,0.0009151358,0.0308824],"study_design_scores_gemma":[0.00005015917,0.0003295433,0.693677,0.0002872073,0.0001469912,0.0005169169,0.1945325,0.0474365,0.004876953,0.04103505,0.01699612,0.0001150721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919052,0.00005639665,0.002594178,0.0005532223,0.000003391899,0.00002078456,0.00009127344,0.000005307773,0.004770255],"genre_scores_gemma":[0.9994499,0.00002809038,0.000235679,0.00003611674,0.000002846073,0.00000968764,0.00005009299,0.000001384186,0.0001861493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007158801,"threshold_uncertainty_score":0.0378598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020867520580234,"score_gpt":0.2270760945767768,"score_spread":0.2068674193709745,"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."}}