{"id":"W1994851375","doi":"10.1016/j.jclepro.2011.08.002","title":"An analysis of indicators disclosed in corporate sustainability reports","year":2011,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":667,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Sustainability reporting; Performance indicator; Accounting; Business; Content analysis; Economic indicator; Corporate sustainability; Economics; Marketing; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.005036044,0.0001150867,0.0004597044,0.001830594,0.00005374009,0.00004073168,0.0001303755,0.00006723434,0.00006709326],"category_scores_gemma":[0.002962569,0.0001008722,0.0001989004,0.002871146,0.0001123555,0.001662983,0.00004150514,0.0002087938,5.495005e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165684,"about_ca_system_score_gemma":0.0001731356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006112739,"about_ca_topic_score_gemma":0.0004873993,"domain_scores_codex":[0.9976074,0.00007483568,0.001464757,0.0002641829,0.0004234721,0.0001653657],"domain_scores_gemma":[0.992476,0.00001699883,0.005964908,0.0003895183,0.001131044,0.00002147362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003360358,0.0003972497,0.9850977,0.00007225187,0.0001173538,0.0001370326,0.0005948254,0.001662836,0.001314344,0.0001899768,0.00001894551,0.01006146],"study_design_scores_gemma":[0.0001115978,0.0000381131,0.9831458,0.00001599829,0.0004717387,0.00001461376,0.002423723,0.0002753318,0.001205758,0.01201957,0.000171983,0.0001057779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987444,0.00001300512,0.0001053308,0.0001715572,0.0003841768,0.0001868147,1.970527e-7,0.0000157413,0.0003787406],"genre_scores_gemma":[0.9993794,0.000002080545,0.0001334687,0.00002132849,0.0003980618,0.000001518083,0.000004389439,0.00001261554,0.00004717067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182959,"threshold_uncertainty_score":0.4113451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402318518235541,"score_gpt":0.2697643537143732,"score_spread":0.2357411685320178,"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."}}