{"id":"W4390226653","doi":"10.2139/ssrn.4672511","title":"ESG washing: when cheap talk is not cheap!","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cheap talk; Business; Environmental science; Economics; Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004310724,0.0008298652,0.0006891238,0.001732477,0.00632789,0.01333978,0.001204666,0.009181271,0.2314482],"category_scores_gemma":[0.03013581,0.0005167565,0.0006524672,0.001484833,0.003265179,0.01448579,0.004469227,0.01013204,0.0907672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992072,"about_ca_system_score_gemma":0.00246411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007777165,"about_ca_topic_score_gemma":0.01083989,"domain_scores_codex":[0.9950231,0.001370192,0.0001972883,0.0003758993,0.002047228,0.0009863029],"domain_scores_gemma":[0.9876859,0.003428619,0.0007516859,0.001213005,0.003750343,0.003170532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008832789,0.00004316194,0.000797415,0.00006443707,0.00001057043,0.0001887341,0.001141053,0.00002366988,0.0003264897,0.007498762,0.940235,0.04958251],"study_design_scores_gemma":[0.00003132606,0.00004638238,0.002544346,0.0003602155,0.00001967985,0.0002613575,0.005952277,0.0001221626,0.0003601983,0.01394049,0.9763015,0.00006003505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009076236,0.006103047,0.003375052,0.5588698,0.04714077,0.00005942452,0.0007883571,0.003240851,0.3713464],"genre_scores_gemma":[0.1061627,0.003302634,0.003616442,0.1957522,0.01492104,0.0001739591,0.000970252,0.003492909,0.6716079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2314482,"threshold_uncertainty_score":0.7742715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272305667974221,"score_gpt":0.2608411134677022,"score_spread":0.2336105466702801,"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."}}