{"id":"W2938097898","doi":"10.2139/ssrn.3274391","title":"DCF Please! Evidence from a Textual Analysis of Analyst Reports","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McGill University","funders":"","keywords":"Psychology; History","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":[0.005341331,0.0002161826,0.0001460651,0.01290589,0.001042096,0.003035452,0.0005219957,0.0009560348,0.01220234],"category_scores_gemma":[0.08280093,0.0002083331,0.0001655298,0.01126303,0.0008918861,0.001898302,0.001084492,0.0006876061,0.006460563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024675,"about_ca_system_score_gemma":0.001426399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060426,"about_ca_topic_score_gemma":0.01124848,"domain_scores_codex":[0.9915023,0.00228233,0.001006578,0.0005985913,0.004090535,0.0005196836],"domain_scores_gemma":[0.7698135,0.1303713,0.04735108,0.007414678,0.04359281,0.001456563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001560498,0.0004722402,0.5423246,0.002541263,0.0001811516,0.004478478,0.04809238,0.0003569691,0.01545847,0.00899529,0.1526771,0.2228616],"study_design_scores_gemma":[0.00006324522,0.0002129338,0.7216312,0.001469595,0.0001367447,0.001670344,0.02638349,0.001340973,0.00815943,0.001587532,0.2372498,0.00009471081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8283475,0.003143338,0.00290353,0.01251079,0.0006099442,0.0003217009,0.06613416,0.0003478058,0.08568121],"genre_scores_gemma":[0.9573371,0.001780811,0.002667747,0.001049366,0.0006043859,0.0001885375,0.02229623,0.0001725224,0.01390332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290589,"threshold_uncertainty_score":0.04082096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009693417608188828,"score_gpt":0.2325736140853793,"score_spread":0.2228801964771904,"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."}}