{"id":"W4249085786","doi":"10.1007/s11142-020-09557-6","title":"Analyst teams","year":2020,"lang":"en","type":"article","venue":"Review of Accounting Studies","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Earnings; Corporate finance; Valuation (finance); Cash flow; Teamwork; Diversity (politics); Business; Sample (material); Actuarial science; Accounting; Economics; Finance; Management; Political science","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":[0.00524,0.0007550425,0.0005132968,0.006605645,0.002003278,0.004899974,0.001497003,0.001548841,0.1993803],"category_scores_gemma":[0.01975363,0.0006403555,0.0005076893,0.003536708,0.000444309,0.002277866,0.003282864,0.001643207,0.09140228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999838,"about_ca_system_score_gemma":0.007676166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377869,"about_ca_topic_score_gemma":0.004477191,"domain_scores_codex":[0.9925641,0.001557607,0.0004284915,0.001308119,0.003074201,0.001067567],"domain_scores_gemma":[0.970975,0.004273445,0.002651049,0.002246788,0.01157204,0.008281835],"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":[0.0001940065,0.00008713523,0.004352408,0.0002791528,0.00004119503,0.0002416726,0.0005791588,0.0001916285,0.001604639,0.01038756,0.6149785,0.367063],"study_design_scores_gemma":[0.00004935353,0.00005168932,0.003192231,0.00006546629,0.00001501002,0.0003218745,0.0002974435,0.0001960317,0.0004994035,0.001843758,0.9934545,0.00001330124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03040851,0.02186828,0.03619626,0.03588344,0.01684011,0.001340856,0.006165803,0.006846628,0.8444502],"genre_scores_gemma":[0.1438378,0.006932751,0.01554354,0.01041446,0.00769096,0.0006805215,0.00625511,0.001108775,0.8075361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1993803,"threshold_uncertainty_score":0.6669936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103578058167974,"score_gpt":0.2777424789345129,"score_spread":0.2367066983528332,"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."}}