{"id":"W2267864348","doi":"","title":"The Full-Information Approach for Estimating Divisional Betas: Implementation Issues and Tests","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Econometrics; Capital (architecture); Economics","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":[0.05467326,0.001052766,0.001303789,0.002565765,0.001060038,0.004169941,0.004650179,0.001778626,0.0112368],"category_scores_gemma":[0.2718171,0.001028153,0.001140559,0.003176913,0.001686819,0.006315603,0.002856768,0.002554487,0.002017456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831563,"about_ca_system_score_gemma":0.002521888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429465,"about_ca_topic_score_gemma":0.009036145,"domain_scores_codex":[0.9595328,0.02795134,0.001690247,0.001929856,0.008075811,0.0008198755],"domain_scores_gemma":[0.7592078,0.1916175,0.008224657,0.02694011,0.01275772,0.001252122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002005906,0.001244893,0.1090632,0.0006837327,0.001370283,0.0003588085,0.003288042,0.04117956,0.001711364,0.1730537,0.01197972,0.6540609],"study_design_scores_gemma":[0.001180346,0.002308856,0.1185423,0.0006801038,0.0007116959,0.0005666604,0.001984778,0.5207635,0.008269954,0.3286992,0.01580341,0.0004892532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1574959,0.0005769377,0.8133552,0.003042116,0.0001596856,0.0009763235,0.001076914,0.001187813,0.02212917],"genre_scores_gemma":[0.6391816,0.0002496849,0.3535609,0.0006641705,0.0001408041,0.00145386,0.0008444295,0.0001606024,0.003743876],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05467326,"threshold_uncertainty_score":0.2891433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826030887498271,"score_gpt":0.3230698104520503,"score_spread":0.3048095015770676,"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."}}