{"id":"W4394773588","doi":"10.2139/ssrn.4763555","title":"Does Voluntary Climate Risk Disclosure Mitigate or Induce Perceived Information Uncertainty? Evidence from CDP’s Effect on Bid-Ask Spreads","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Ask price; Download; Internet privacy; Business; Voluntary disclosure; Computer science; Actuarial science; World Wide Web; Accounting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005577338,0.0002381926,0.0003055784,0.0004077734,0.0007486477,0.002263534,0.0006183187,0.001351249,0.008459374],"category_scores_gemma":[0.06016461,0.000323181,0.0004046471,0.0004874943,0.001601181,0.001538894,0.001487344,0.001596989,0.0005610122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560878,"about_ca_system_score_gemma":0.0009468438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002358406,"about_ca_topic_score_gemma":0.001791905,"domain_scores_codex":[0.9966357,0.001962951,0.0001661279,0.0002538594,0.0007159002,0.0002654283],"domain_scores_gemma":[0.892734,0.0815888,0.01498317,0.00621077,0.002207925,0.002275319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03308443,0.01583295,0.6667275,0.001405622,0.001317461,0.001286776,0.006485005,0.008336025,0.01809651,0.04299937,0.006347428,0.1980809],"study_design_scores_gemma":[0.001161778,0.004781875,0.9189869,0.0003134193,0.0006778155,0.0004659746,0.003896277,0.005195327,0.01169895,0.04131527,0.01139195,0.0001144341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803109,0.0006249954,0.000749687,0.001874597,0.00005477052,0.00003348546,0.0001638774,0.00001933611,0.01616847],"genre_scores_gemma":[0.9988482,0.0001440493,0.0001610134,0.0001098706,0.00001721892,0.000007996398,0.00003188862,0.000002541791,0.0006771428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008459374,"threshold_uncertainty_score":0.02949613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113198725249831,"score_gpt":0.2565616640142536,"score_spread":0.2454296767617553,"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."}}