{"id":"W6939099546","doi":"10.60692/5pbjw-va213","title":"Asymptotic properties of generalized shortfall risk measures for heavy-tailed risks","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Expected shortfall; Estimator; Measure (data warehouse); Risk measure; Coherent risk measure; Asymptotic analysis; Spectral risk measure","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":[0.00736707,0.001005591,0.001130518,0.00190318,0.0004746871,0.001635821,0.001666371,0.001223309,0.003251998],"category_scores_gemma":[0.05333877,0.000410885,0.001329624,0.001169227,0.002661619,0.003777995,0.00192838,0.002917589,0.0004048018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387792,"about_ca_system_score_gemma":0.0009524408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463601,"about_ca_topic_score_gemma":0.0009478754,"domain_scores_codex":[0.998278,0.0008587112,0.00008485292,0.0002291029,0.0003921143,0.0001572415],"domain_scores_gemma":[0.9686281,0.02427476,0.002922916,0.001617382,0.001999194,0.0005575967],"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":[0.00005647219,0.00005002152,0.004398575,0.000202842,0.00009685908,0.0003594196,0.0003992239,0.1820339,0.002449864,0.7824299,0.001432458,0.02609058],"study_design_scores_gemma":[0.00001470314,0.00006017092,0.002039535,0.00007226669,0.00003216168,0.0002844712,0.0001060764,0.5678644,0.0006588097,0.4275036,0.001310884,0.00005300462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05877057,0.001633154,0.9331678,0.0006253956,0.00005767701,0.00005560747,0.00008687317,0.0001824889,0.005420507],"genre_scores_gemma":[0.8737761,0.002481557,0.118091,0.0002754635,0.0002402919,0.0002394784,0.0002322553,0.0001437805,0.004519999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00736707,"threshold_uncertainty_score":0.03896129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08200760035707513,"score_gpt":0.2215702059428899,"score_spread":0.1395626055858148,"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."}}