{"id":"W4416000114","doi":"10.5465/amproc.2025.18119abstract","title":"Sustainability Certifications as Tools of Normalizing Governance","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Certification; Sustainability; Corporate governance; Multinational corporation; Corporate social responsibility; Compromise; Convention; Sustainable development; Global 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":[0.0216095,0.0005868982,0.0003434868,0.002724455,0.005370102,0.009812986,0.001311387,0.002930366,0.004658901],"category_scores_gemma":[0.03645204,0.0003888558,0.0004563857,0.001831201,0.05231733,0.01495971,0.007658845,0.004323296,0.000575715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008768264,"about_ca_system_score_gemma":0.009921738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003834937,"about_ca_topic_score_gemma":0.004474035,"domain_scores_codex":[0.9676953,0.02497596,0.001169438,0.001583986,0.003448341,0.001127067],"domain_scores_gemma":[0.9643077,0.02266244,0.003684549,0.005192859,0.003090488,0.001062052],"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":[0.000007764023,0.00001788953,0.0007505333,0.00005236892,0.000002693101,0.0001201589,0.04121882,0.0006478062,0.0004083635,0.9454209,0.0007740714,0.01057873],"study_design_scores_gemma":[0.00002995911,0.00008738965,0.002013698,0.0008149997,0.00001466427,0.0002849842,0.05098537,0.003172742,0.002461949,0.7448605,0.1951957,0.00007825867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.138767,0.001118791,0.2317322,0.0231268,0.0005253913,0.000771557,0.00009390811,0.0004528333,0.6034114],"genre_scores_gemma":[0.9591668,0.0002525104,0.02672163,0.0006705478,0.00004724036,0.0002404109,0.00003276407,0.00009106131,0.01277696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0216095,"threshold_uncertainty_score":0.1142833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567126089808172,"score_gpt":0.2941757625987016,"score_spread":0.2685045017006199,"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."}}