{"id":"W6989443951","doi":"","title":"The association between quarter length, forecast errors, and firms’ voluntary disclosures","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Association (psychology); Voluntary association; Turnover; Voluntary disclosure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004752865,0.0001691672,0.0002412493,0.00109918,0.0003431348,0.002065802,0.0005433197,0.0009798612,0.006242975],"category_scores_gemma":[0.05597467,0.0002675058,0.0003522821,0.00137699,0.0002545012,0.001555006,0.0006752039,0.001371732,0.0009382595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034649,"about_ca_system_score_gemma":0.0005825235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007288971,"about_ca_topic_score_gemma":0.008443195,"domain_scores_codex":[0.9985192,0.0003436854,0.0003162607,0.000221529,0.0003291926,0.0002700649],"domain_scores_gemma":[0.7983349,0.1188711,0.0638038,0.008609969,0.006352381,0.004027924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002744387,0.00006763351,0.9907856,0.00001069218,0.00008797013,0.0000439453,0.0001000094,0.001376946,0.0001148258,0.000339293,0.001194286,0.00560426],"study_design_scores_gemma":[0.00001310563,0.00009398732,0.9928178,0.00001837537,0.00004263674,0.00007039648,0.0002373768,0.004568839,0.0002321727,0.0009165837,0.0009663706,0.00002233953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947483,0.0003414749,0.0004448746,0.000978538,0.00005943987,0.000004210348,0.001782587,0.00003848777,0.001602092],"genre_scores_gemma":[0.9970794,0.00008375759,0.00008055288,0.00004116923,0.00006206854,0.000002414054,0.001257308,0.000009328302,0.001384032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007288971,"threshold_uncertainty_score":0.02513582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144974078831223,"score_gpt":0.2049633685456992,"score_spread":0.190465960662577,"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."}}