{"id":"W2922299809","doi":"10.2139/ssrn.3337795","title":"Firm Performance and Managing Downside Business Risk","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University; University of Windsor","funders":"","keywords":"Downside risk; Business; Finance; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00181805,0.0002430307,0.0002116584,0.0003720049,0.0009134292,0.0004603341,0.0003893363,0.0000632263,0.00006818421],"category_scores_gemma":[0.0001303997,0.0002162007,0.00005646485,0.0007386086,0.000137994,0.001860996,0.0002522461,0.000984333,0.000468003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033467,"about_ca_system_score_gemma":0.0001490388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000558032,"about_ca_topic_score_gemma":0.001015985,"domain_scores_codex":[0.9970685,0.00001388776,0.000318409,0.0003137279,0.0003133957,0.001972061],"domain_scores_gemma":[0.999081,0.00001925142,0.0003757773,0.0002407128,0.0002654165,0.00001788295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001891362,0.00007058961,0.2688179,0.0001290208,0.0001796185,0.00001474652,0.00008605192,0.00008054954,0.00005275981,0.2288227,0.00392925,0.4976276],"study_design_scores_gemma":[0.001516174,0.0001306269,0.3361661,0.0001399189,0.000257645,0.0001517925,0.0007060897,0.005721772,0.00001544276,0.4451224,0.2092925,0.000779582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96993,0.000837221,0.004722676,0.001288927,0.0007970496,0.0001873083,4.867442e-7,0.0001228546,0.02211351],"genre_scores_gemma":[0.987229,0.00652055,0.0001149452,0.0006039562,0.00398957,0.000005313974,0.000003172174,0.00004395131,0.001489542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4968481,"threshold_uncertainty_score":0.8816407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006095918464441171,"score_gpt":0.1951603055592639,"score_spread":0.1890643870948228,"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."}}