{"id":"W2109179641","doi":"10.1002/csr.1284","title":"A Review of Dutch Corporate Sustainable Development Reports","year":2012,"lang":"en","type":"review","venue":"Corporate Social Responsibility and Environmental Management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability reporting; Sustainability; Business; Presentation (obstetrics); Sustainable development; Accounting; Corporate sustainability; Integrated reporting; Sustainability organizations; Content analysis; Corporate social responsibility; Environmental resource management; Public relations; Political science; Economics; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007757872,0.001220433,0.003281303,0.0007040335,0.0008212535,0.0002181165,0.0005197595,0.0005234673,0.0003984511],"category_scores_gemma":[0.0004208583,0.001187869,0.0008360556,0.001606222,0.0007594546,0.001025142,0.00265637,0.0006495978,0.0001629713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005423,"about_ca_system_score_gemma":0.0003900141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006821255,"about_ca_topic_score_gemma":0.00001697584,"domain_scores_codex":[0.9920415,0.0003699235,0.003650699,0.001604319,0.001124292,0.001209233],"domain_scores_gemma":[0.9878637,0.0001774636,0.01050849,0.00117779,0.0001524201,0.0001201786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001129541,0.0004545854,0.0006309319,0.3189758,0.0003733094,0.0005568794,0.00009674154,1.837273e-7,0.000001826034,0.002920328,0.0007516263,0.6751248],"study_design_scores_gemma":[0.0002259109,0.00001920512,0.00130169,0.01595226,0.002519432,0.00003700699,0.0008487119,0.000001753346,0.000001669397,0.004085955,0.9739005,0.001105898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002404575,0.9885857,0.00002926616,0.00005818009,0.0003883861,0.004609982,0.00002464329,0.0001522988,0.003746929],"genre_scores_gemma":[0.002172271,0.9911927,0.000272282,0.0005094558,0.0004916771,0.0004634874,0.0008845488,0.0001793573,0.003834239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9731489,"threshold_uncertainty_score":0.9990571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07492513965786082,"score_gpt":0.2785196647347473,"score_spread":0.2035945250768864,"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."}}