{"id":"W4388145453","doi":"10.2139/ssrn.4592684","title":"Income Pools for Superstar Markets","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Superstar; Economics; Business; Advertising","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":[0.001378841,0.0003268029,0.000706236,0.001778896,0.002026661,0.005618683,0.0008079397,0.0005109537,0.0436957],"category_scores_gemma":[0.004673107,0.0002931729,0.0006592985,0.001454789,0.00107627,0.005037315,0.003958269,0.0008966736,0.002651557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362916,"about_ca_system_score_gemma":0.00111558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042703,"about_ca_topic_score_gemma":0.006918215,"domain_scores_codex":[0.9994991,0.0001148554,0.00003169947,0.000103017,0.0000904739,0.0001609581],"domain_scores_gemma":[0.9987757,0.0004511848,0.0001681325,0.000190139,0.0001840336,0.0002307812],"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":[0.0002695788,0.00004267049,0.003934859,0.00004984158,0.00002238149,0.0001133954,0.0007532263,0.003802242,0.0004051944,0.9498298,0.006736175,0.03404059],"study_design_scores_gemma":[0.00007217817,0.0001321352,0.01005264,0.00008074226,0.00004729102,0.0001931804,0.002283126,0.04895683,0.001164939,0.9035284,0.03345626,0.0000321218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7246838,0.0009349255,0.04759848,0.001657429,0.00007828639,0.000168863,0.002095769,0.0004582988,0.2223242],"genre_scores_gemma":[0.9683006,0.0002217358,0.01104038,0.00008765938,0.00005755535,0.00008570661,0.001040715,0.0001060478,0.0190595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0436957,"threshold_uncertainty_score":0.1461766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110894865926423,"score_gpt":0.2324823187391407,"score_spread":0.2213928321464984,"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."}}