{"id":"W3013076457","doi":"10.2139/ssrn.3554267","title":"Is (Systematic) Value Investing Dead?","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Value (mathematics); Economics; Financial economics; Actuarial science; Business; Mathematics; Statistics","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":[0.01042293,0.0002378817,0.0005528854,0.001514508,0.0009639395,0.005857714,0.001289321,0.003026272,0.00860189],"category_scores_gemma":[0.08169278,0.0002170166,0.0002669516,0.001314494,0.009059257,0.008663207,0.002045943,0.002807605,0.001750365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409569,"about_ca_system_score_gemma":0.002846006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508868,"about_ca_topic_score_gemma":0.001568837,"domain_scores_codex":[0.9950349,0.001242405,0.0003483431,0.0006980494,0.001893287,0.000783031],"domain_scores_gemma":[0.9395499,0.02423467,0.01611594,0.007211267,0.009924618,0.002963631],"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":[0.0003859762,0.00009223557,0.04352529,0.0004625995,0.0001567374,0.0006133504,0.00496512,0.0005118914,0.0007409136,0.59587,0.04669569,0.3059803],"study_design_scores_gemma":[0.00003692541,0.0001452831,0.01844262,0.001029947,0.0000977271,0.001086566,0.004641449,0.0009244577,0.001403291,0.8635755,0.1085607,0.00005550768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.42714,0.02088558,0.02834991,0.239157,0.004168954,0.00007269512,0.001072975,0.0002718447,0.2788811],"genre_scores_gemma":[0.9726862,0.004196815,0.001515487,0.008147735,0.001112167,0.00002278817,0.000190564,0.00005850981,0.01206966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042293,"threshold_uncertainty_score":0.05512238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06058734803772568,"score_gpt":0.2945419406471446,"score_spread":0.2339545926094189,"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."}}