{"id":"W4386320769","doi":"10.2139/ssrn.4556586","title":"Equity Value and Volatility","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Volatility (finance); Financial economics; Equity (law); Equity value; Economics; Business; Econometrics; Monetary economics; Finance; Debt; 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":[0.0005713682,0.0001900596,0.0001940756,0.0008361362,0.0001847231,0.002419858,0.0001797198,0.0006176961,0.007856945],"category_scores_gemma":[0.007997882,0.000103989,0.0001816502,0.0009129677,0.0005576565,0.002093856,0.0005348861,0.0007883541,0.0008661085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005354392,"about_ca_system_score_gemma":0.0002508977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008044381,"about_ca_topic_score_gemma":0.0009239845,"domain_scores_codex":[0.9997196,0.00006724189,0.00001540206,0.00005461078,0.0001122894,0.000030901],"domain_scores_gemma":[0.9970537,0.001626694,0.0006502018,0.0001873373,0.000248457,0.0002335978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003566763,0.0002390135,0.2635879,0.00008690311,0.000246277,0.0004194598,0.0009386647,0.006543961,0.002180195,0.6129146,0.007050221,0.1054361],"study_design_scores_gemma":[0.00001776519,0.0001390502,0.3682338,0.00009205043,0.0001161018,0.0008306453,0.0007798708,0.0112473,0.001123991,0.5964164,0.02096436,0.00003874228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8160948,0.01044944,0.007320946,0.00329688,0.0002196519,0.00001865044,0.0009334957,0.00006286594,0.1616032],"genre_scores_gemma":[0.9912122,0.0007569921,0.0001977879,0.00005042099,0.00009938869,0.000003269055,0.0001243277,0.000007025003,0.007548651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007856945,"threshold_uncertainty_score":0.02628404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823547496294756,"score_gpt":0.3398422704539414,"score_spread":0.2916067954909939,"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."}}