{"id":"W3216020594","doi":"10.2139/ssrn.3964775","title":"An impossibility theorem on capital allocation","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Impossibility; Arrow's impossibility theorem; Mathematical economics; Economics; Capital (architecture); Mathematics; Political science; Geography; Law","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":[0.007136,0.0001216347,0.0001665869,0.0001412135,0.0003061339,0.0003717843,0.0004547212,0.00008205359,0.0002364573],"category_scores_gemma":[0.000862342,0.00008772116,0.0001254326,0.0005272723,0.00004647542,0.0005716269,0.0000225289,0.0008869121,0.0001720588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865564,"about_ca_system_score_gemma":0.002712012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001806967,"about_ca_topic_score_gemma":0.000619627,"domain_scores_codex":[0.9966183,0.0004843631,0.0005051771,0.000382085,0.0009653916,0.001044633],"domain_scores_gemma":[0.9983291,0.0001825563,0.0002482455,0.0005520282,0.000555936,0.0001321172],"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":[0.0001281551,0.0003151588,0.01528612,4.284198e-7,0.00004536489,0.00001479556,0.0009046253,0.006448821,0.001371533,0.6464785,0.0002994412,0.3287071],"study_design_scores_gemma":[0.0003481631,0.0003841717,0.009235244,0.000003309393,0.00001158362,0.0003423762,0.004142438,0.002664652,0.001313917,0.9803507,0.001063677,0.0001397668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403282,0.0006299848,0.05402689,0.001029457,0.0003844244,0.00006591093,0.000002640083,0.00002512711,0.003507304],"genre_scores_gemma":[0.9949387,0.002198176,0.0002658197,0.0001710592,0.000298776,0.000001604473,0.00001210586,0.0000115624,0.002102243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338722,"threshold_uncertainty_score":0.4810992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512815560905579,"score_gpt":0.348734294417801,"score_spread":0.3236061388087452,"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."}}