{"id":"W4416278692","doi":"10.3982/te6114","title":"Ex post approaches to prioritarianism and sufficientarianism","year":2025,"lang":"en","type":"article","venue":"Theoretical Economics","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Japan Society for the Promotion of Science; Tohoku University; Seoul National University","keywords":"Ex-ante; Axiom; Independence (probability theory); Extension (predicate logic); Class (philosophy); Independence of irrelevant alternatives","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":[0.0004309582,0.0001444119,0.0002127028,0.00008889067,0.0002293631,0.0002291971,0.0001955469,0.00008728603,0.0008958943],"category_scores_gemma":[0.0001000364,0.0001292958,0.00005548391,0.00002000949,0.00128008,0.00006955428,0.0001944423,0.0002276522,0.0001433202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003482104,"about_ca_system_score_gemma":0.00005922938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003101526,"about_ca_topic_score_gemma":0.00009815483,"domain_scores_codex":[0.9991581,0.00004180305,0.0002292228,0.0002962959,0.00003910027,0.0002355095],"domain_scores_gemma":[0.9993114,0.0002602701,0.00002502249,0.0002342865,0.00003034438,0.0001386074],"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":[0.00005263699,0.00005436604,0.000002529985,0.00001470248,0.0000263395,0.000001010285,0.003815725,0.000005332891,0.00001046501,0.9946324,0.00002251683,0.001361994],"study_design_scores_gemma":[0.0002013322,0.00007689278,0.00004162997,0.00001465412,0.00002272329,0.00000120968,0.0007763056,0.0004923271,0.0000388119,0.970236,0.02794309,0.0001550149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3214016,0.0000456995,0.0003046913,0.03922458,0.0004837806,0.000212741,0.00005577514,0.00005307596,0.638218],"genre_scores_gemma":[0.9921759,0.00001418414,0.0001977048,0.006707626,0.0002417374,0.000008557914,0.000008239753,0.00001472304,0.0006313397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6707743,"threshold_uncertainty_score":0.9809415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318566698365898,"score_gpt":0.2132016542732106,"score_spread":0.1500159872895517,"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."}}