{"id":"W4226211089","doi":"10.3934/gf.2022009","title":"Voluntary carbon information disclosures, corporate-level environmental sustainability efforts, and market value","year":2022,"lang":"en","type":"article","venue":"Green Finance","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Northern British Columbia","funders":"","keywords":"Sustainability; Voluntary disclosure; Accounting; Sustainability reporting; Business; Context (archaeology); Corporate sustainability; Value (mathematics); Enterprise value; Market value; Corporate social responsibility","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":[0.002824553,0.0001125177,0.0001827255,0.00109322,0.0002986908,0.002024813,0.0003238262,0.0006039672,0.003154212],"category_scores_gemma":[0.02888348,0.00008308105,0.0001918393,0.001391134,0.0007273818,0.002335779,0.0006923332,0.000710561,0.000162907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039037,"about_ca_system_score_gemma":0.0005659889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214929,"about_ca_topic_score_gemma":0.003434678,"domain_scores_codex":[0.9987158,0.0004247539,0.0001216698,0.0001051545,0.0004484448,0.0001841518],"domain_scores_gemma":[0.8835192,0.05138301,0.05773894,0.002249386,0.003034645,0.002074812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002031566,0.0004238037,0.9549022,0.00005163055,0.0001068288,0.0002209793,0.0006304467,0.002793857,0.0008925937,0.01467131,0.00104334,0.02405986],"study_design_scores_gemma":[0.00001538886,0.0001744548,0.9765788,0.00004551216,0.00005152552,0.0001536263,0.001603685,0.009017202,0.001737051,0.007952376,0.00263454,0.00003579824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918642,0.0002009541,0.0003610243,0.0006684674,0.000009651337,0.00001330106,0.0002403459,0.000006295097,0.006635756],"genre_scores_gemma":[0.9994073,0.00004892471,0.00006013723,0.00001985856,0.0000141267,0.000003047419,0.00009155711,8.958174e-7,0.000354163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003154212,"threshold_uncertainty_score":0.01493788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387147264183971,"score_gpt":0.1971684581326282,"score_spread":0.1832969854907885,"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."}}