{"id":"W2145472830","doi":"10.1108/14720701211267829","title":"Value‐added reporting as a tool for sustainability: a Latin American experience","year":2012,"lang":"en","type":"article","venue":"Corporate Governance","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Accountability; Latin Americans; Originality; Value (mathematics); Corporate governance; Accounting; Variety (cybernetics); Public relations; Corporate social responsibility; Business; Position (finance); Sustainability reporting; Sustainability; Marketing; Qualitative research; Political science; Sociology; Finance; Computer science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002713607,0.0003542359,0.0005888526,0.00007468351,0.0004278762,0.000324087,0.0003332662,0.00008550098,0.0000655632],"category_scores_gemma":[0.03358519,0.0003645688,0.0002497679,0.001325587,0.0003176413,0.001852462,0.0003265729,0.0002072212,0.00008156683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301134,"about_ca_system_score_gemma":0.0003662484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785328,"about_ca_topic_score_gemma":0.00008431633,"domain_scores_codex":[0.9960778,0.00003419747,0.001639728,0.0006718044,0.0005923787,0.0009841309],"domain_scores_gemma":[0.9862724,0.0002429059,0.01173695,0.0007337707,0.0009577701,0.00005622191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003070484,0.0001545972,0.8813664,0.0002599733,0.00002235714,0.00004468652,0.0006283802,0.00003843721,0.002089474,0.07523622,0.0006266159,0.0392258],"study_design_scores_gemma":[0.0009888608,0.00007656908,0.8007675,0.0001366248,0.0001179248,0.0000212478,0.005216425,0.003087162,0.001642307,0.09775189,0.08869333,0.001500141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919007,0.00009251083,0.001424562,0.000808686,0.0005883005,0.001210203,0.000005721312,0.000295001,0.003674339],"genre_scores_gemma":[0.9930716,0.000004105627,0.001551624,0.001220217,0.00152455,0.0003249625,0.00001713185,0.00007130531,0.002214567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08806671,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05046540387089833,"score_gpt":0.3029979511443999,"score_spread":0.2525325472735016,"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."}}