{"id":"W4384027246","doi":"10.2139/ssrn.4500888","title":"Shareholder value implications of supply chain ESG: Evidence from negative incidents","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Supply chain; Shareholder value; Business; Stock (firearms); Supply chain management; Demand chain; Supply chain risk management; Shareholder; Value (mathematics); Corporate governance; Industrial organization; Service management; Finance; Marketing","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":[0.004434334,0.0003101051,0.0001609959,0.001898589,0.001925088,0.001966595,0.0007372884,0.001426285,0.005411448],"category_scores_gemma":[0.03603359,0.0002080917,0.0001532219,0.002085691,0.002350164,0.002955541,0.001445231,0.001574747,0.0007994236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102701,"about_ca_system_score_gemma":0.0008381231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006296468,"about_ca_topic_score_gemma":0.005392089,"domain_scores_codex":[0.9965186,0.001409573,0.0002580644,0.0002439237,0.001270397,0.000299425],"domain_scores_gemma":[0.916548,0.04503469,0.02131168,0.00409425,0.01153951,0.001471906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001400739,0.002172991,0.8888975,0.000325001,0.0001261814,0.002115829,0.02464458,0.001532284,0.00240222,0.01116322,0.005145088,0.06007437],"study_design_scores_gemma":[0.0001143374,0.00240023,0.8031971,0.0007075404,0.0002042359,0.001765958,0.1381718,0.006484389,0.009158453,0.0170255,0.0206808,0.0000896891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817441,0.0001501696,0.0007011956,0.000842003,0.00002033628,0.00004019815,0.0001554459,0.00001118222,0.01633536],"genre_scores_gemma":[0.9977902,0.0002205871,0.0002447659,0.0001162026,0.00001709983,0.00001652278,0.0001355617,0.000005378278,0.001453662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006296468,"threshold_uncertainty_score":0.02345127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914425476371202,"score_gpt":0.2945772999987125,"score_spread":0.2554330452350004,"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."}}