{"id":"W4200121813","doi":"10.47670/wuwijar202151ags","title":"Predictive Value of Estimated Beta","year":2021,"lang":"en","type":"article","venue":"Westcliff International Journal of Applied Research","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"","keywords":"Capital asset pricing model; BETA (programming language); Econometrics; Economics; Expected return; Systematic risk; Proxy (statistics); Index (typography); Equity (law); Financial economics; Statistics; Mathematics; Portfolio","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":[0.006677953,0.00103765,0.0008604107,0.002771275,0.0002479699,0.002816557,0.0006323864,0.0009700148,0.004272415],"category_scores_gemma":[0.04469446,0.0003051629,0.0008012493,0.001391015,0.000448158,0.001993227,0.0008972064,0.002074334,0.002272644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702895,"about_ca_system_score_gemma":0.0004499654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748912,"about_ca_topic_score_gemma":0.001348492,"domain_scores_codex":[0.9980873,0.0006215171,0.0001523135,0.0006050452,0.0003527757,0.0001809981],"domain_scores_gemma":[0.9560603,0.03356946,0.003625274,0.003266817,0.002907186,0.0005708782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005035209,0.0001358729,0.8771147,0.0001069428,0.0003888555,0.000294657,0.0002332659,0.04872297,0.000851428,0.002206337,0.004569849,0.06487165],"study_design_scores_gemma":[0.00007799185,0.0004808618,0.5439484,0.0002989622,0.0003599073,0.0009657588,0.0004347347,0.431986,0.003685382,0.01035638,0.007213105,0.0001926716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148118,0.002473195,0.05919262,0.0007117002,0.0003614291,0.00009736615,0.009694319,0.001070626,0.01158685],"genre_scores_gemma":[0.9894818,0.0004475156,0.004062735,0.00008573913,0.0001256475,0.00004216264,0.004671708,0.00007397572,0.001008722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006677953,"threshold_uncertainty_score":0.03531682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08467338139345619,"score_gpt":0.3455647506442143,"score_spread":0.2608913692507581,"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."}}