{"id":"W1973564691","doi":"10.1108/09513571111184788","title":"Private climate change reporting: an emerging discourse of risk and opportunity?","year":2011,"lang":"en","type":"article","venue":"Accounting Auditing & Accountability Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Climate change; Business; Environmental reporting; Emerging markets; Accounting; Environmental planning; Geography; Finance","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","sts"],"consensus_categories":[],"category_scores_codex":[0.02131001,0.0006266501,0.001071656,0.0007033108,0.0017206,0.0008969277,0.000700205,0.0002536906,0.0004609321],"category_scores_gemma":[0.0248162,0.0006141006,0.0003780996,0.001102963,0.0005530791,0.008529225,0.0009018231,0.001329526,0.00002054963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550257,"about_ca_system_score_gemma":0.0002109275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291766,"about_ca_topic_score_gemma":0.0006414918,"domain_scores_codex":[0.9921452,0.0001898966,0.004289533,0.0009963311,0.001115559,0.001263415],"domain_scores_gemma":[0.9775239,0.0003660527,0.01931033,0.001008853,0.001621793,0.0001691185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001599176,0.0002579759,0.8982811,0.0003120423,0.00004481866,0.00008800313,0.002633565,0.000004892769,0.0006842318,0.001168235,0.00001793909,0.09634726],"study_design_scores_gemma":[0.0007587206,0.00005444804,0.9559153,0.000524639,0.0004346438,0.0002811971,0.01470615,0.00147139,0.0002207498,0.02380836,0.000876596,0.0009478461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949915,0.0001172831,0.0002780615,0.0001626221,0.0008994595,0.0005357679,0.00001631242,0.0003002842,0.002698735],"genre_scores_gemma":[0.9939446,0.00009417596,0.002139587,0.0004131208,0.003231815,0.00002538542,0.00002167548,0.0001236223,0.000006017618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09539941,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112049472196458,"score_gpt":0.3280855418411768,"score_spread":0.2160360696447189,"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."}}