{"id":"W1622609718","doi":"","title":"Corporate Social and Environmental Disclosure in Emerging Securities Markets","year":2009,"lang":"en","type":"article","venue":"North Carolina Journal of International Law","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Emerging markets; Business; China; Financial market; Accounting; Financial system; Finance; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.0001679144,0.0001160881,0.0001700061,0.000183835,0.0001121812,0.0001254272,0.0001711065,0.00003539083,0.0001908443],"category_scores_gemma":[0.000003608448,0.000100423,0.0000662104,0.00006331492,0.00006947327,0.0009363167,0.00004206505,0.000177603,0.000009033161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004138743,"about_ca_system_score_gemma":0.00001148108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002493389,"about_ca_topic_score_gemma":0.0005987585,"domain_scores_codex":[0.999093,0.000008862935,0.000358486,0.0001032114,0.0003108228,0.0001256204],"domain_scores_gemma":[0.9993473,0.00001113481,0.0005010798,0.00003934815,0.00008797261,0.00001317915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003483181,0.0001915447,0.5348058,0.00003059384,0.00005962224,0.0004273211,0.0002930172,0.00006460261,0.000152731,0.4594466,0.001351253,0.002828611],"study_design_scores_gemma":[0.001006959,0.00002306933,0.8921776,0.00005511806,0.00002591571,0.00004855447,0.00007907018,0.0003316595,0.00001295489,0.08065157,0.02542308,0.0001643981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991761,0.0001796685,0.000009181234,0.00108352,0.0003410161,0.00004392237,0.000009279456,0.00000694671,0.006565476],"genre_scores_gemma":[0.9972138,0.00005030454,0.00003267503,0.0008700631,0.001617057,5.653918e-7,0.00004114148,0.000007989257,0.0001663668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.378795,"threshold_uncertainty_score":0.4095133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392247924374707,"score_gpt":0.2081260897442238,"score_spread":0.1942036105004767,"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."}}