{"id":"W1848763165","doi":"10.5539/jsd.v8n6p216","title":"A Study of the Economic and Non-Financial Performance Indicators in Corporate Sustainability Reports","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Performance indicator; Business; Sustainability reporting; Homogeneous; Economic indicator; Accounting; Corporate social responsibility; Corporate sustainability; Core (optical fiber); Environmental economics; Economics; Marketing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005997157,0.0001512168,0.0003985208,0.0007133635,0.0001497949,0.00009565356,0.0002018995,0.00006007059,0.000003508574],"category_scores_gemma":[0.002134178,0.0001159564,0.00004748461,0.001066119,0.00008792607,0.0009004969,0.000457923,0.000248052,6.213628e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490843,"about_ca_system_score_gemma":0.00494531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003214465,"about_ca_topic_score_gemma":0.0001906318,"domain_scores_codex":[0.9975907,0.00003910814,0.001440751,0.0001995,0.0004218096,0.000308169],"domain_scores_gemma":[0.9950632,0.00003083594,0.003609408,0.0002162528,0.00104501,0.00003531878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001978952,0.0001943069,0.9920785,0.0001980379,0.00001576179,0.0006797417,0.003227756,0.0006706369,0.000004014941,0.000178643,0.00008938408,0.002465305],"study_design_scores_gemma":[0.000825013,0.00006376876,0.9399423,0.0000397873,0.00002073459,0.00003470776,0.05342548,0.00005547928,0.00006392669,0.003531183,0.001867547,0.0001300538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984492,0.00002579405,0.000004841464,0.0001503632,0.0002500236,0.0007260162,4.247294e-8,0.000005447,0.000388284],"genre_scores_gemma":[0.9995229,0.000001317271,0.00004721467,0.00003861887,0.00011146,0.00001220652,2.553555e-7,0.00001177763,0.0002542346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05213619,"threshold_uncertainty_score":0.8772767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968152713533506,"score_gpt":0.2361063838122177,"score_spread":0.2164248566768827,"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."}}