{"id":"W4298156700","doi":"10.1092/9n45-f0jx-axvw-lbwj","title":"Voluntary Disclosure and Equity Offerings: Reducing Information Asymmetry or Hyping the Stock?","year":2000,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voluntary disclosure; Information asymmetry; Business; Equity (law); Stock (firearms); Turnover; Accounting; Finance; Economics; Political science; Management; Geography; Law","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":[0.002002635,0.0001573267,0.0002585282,0.0006542176,0.0003069153,0.001479472,0.0003600988,0.0007019115,0.001602062],"category_scores_gemma":[0.01728806,0.0001062479,0.0002907928,0.0005740993,0.0006509415,0.001093197,0.0007457027,0.0007487458,0.0001101767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097809,"about_ca_system_score_gemma":0.0005510894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678078,"about_ca_topic_score_gemma":0.002719957,"domain_scores_codex":[0.9987447,0.0005044648,0.00007910445,0.00009029464,0.0003067295,0.0002747204],"domain_scores_gemma":[0.9665055,0.01050203,0.0196012,0.001069233,0.0005038226,0.001818119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001018719,0.002480009,0.8651941,0.0001750126,0.0002483873,0.0002722922,0.001570034,0.001045131,0.004076669,0.005615093,0.00055184,0.1177528],"study_design_scores_gemma":[0.00006498065,0.0008452414,0.9868722,0.00005926608,0.0001075357,0.0003310537,0.0009339271,0.002998961,0.001219575,0.004959527,0.001587562,0.00002006432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964656,0.0006019472,0.0001994122,0.0005282171,0.00000784741,0.00001259241,0.00003158862,0.000004904929,0.002147949],"genre_scores_gemma":[0.9993877,0.0001710978,0.0001157706,0.00005501522,0.00003524713,0.000003031018,0.00002581028,6.932842e-7,0.0002056401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002002635,"threshold_uncertainty_score":0.01059109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319890479886329,"score_gpt":0.3773959006334274,"score_spread":0.2454068526447945,"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."}}