{"id":"W4404568511","doi":"10.3390/jrfm17110526","title":"How Greenwashing Affects Firm Risk: An International Perspective","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenwashing; Business; Cash flow; Dividend; Government (linguistics); Revenue; Monetary economics; Economics; Accounting; Finance; Corporate social responsibility; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342422,0.0003423734,0.0003716502,0.00137457,0.0003404816,0.003290423,0.0003459946,0.0007414317,0.004150716],"category_scores_gemma":[0.005338131,0.0001180462,0.0007673589,0.001754318,0.00115709,0.002299331,0.001066381,0.001266539,0.0003370389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009220392,"about_ca_system_score_gemma":0.0004465256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005653814,"about_ca_topic_score_gemma":0.004295795,"domain_scores_codex":[0.9993346,0.0002321735,0.00004610502,0.0001150198,0.0001283173,0.0001436834],"domain_scores_gemma":[0.9911471,0.002382072,0.004603985,0.000579109,0.0008972657,0.0003904678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005036347,0.0004293739,0.7833872,0.0004794926,0.001252182,0.001285783,0.001883044,0.02699935,0.005581021,0.0662182,0.004337162,0.1076434],"study_design_scores_gemma":[0.00003306671,0.0006788978,0.9166656,0.0005065579,0.0007060002,0.0003474457,0.003947968,0.01331045,0.006866971,0.03581498,0.02097681,0.0001451389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137341,0.01111239,0.004182956,0.006635987,0.0001011709,0.00003393928,0.0007460051,0.00004849667,0.0634049],"genre_scores_gemma":[0.9973437,0.001297944,0.0001901403,0.00008110464,0.00002795614,0.000002813626,0.00007600425,0.000006368973,0.0009739609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005653814,"threshold_uncertainty_score":0.01388556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245183221293136,"score_gpt":0.2485358660784641,"score_spread":0.2360840338655327,"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."}}