{"id":"W3125671986","doi":"10.22004/ag.econ.269601","title":"Anonymous Single-Profile Welfarism","year":2004,"lang":"en","type":"preprint","venue":"Warwick Research Archive Portal (University of Warwick)","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"","keywords":"Welfarism; Anonymity; Set (abstract data type); Computer science; Economics; Computer security; Welfare","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001870508,0.0004538246,0.0009232603,0.00087777,0.002269713,0.0001248348,0.002281605,0.0005403009,0.002520937],"category_scores_gemma":[0.000244942,0.0006115137,0.0005680576,0.0004958676,0.006221382,0.0003868365,0.004836629,0.002162253,0.000478671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010006,"about_ca_system_score_gemma":0.002566269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1365837,"about_ca_topic_score_gemma":0.04074121,"domain_scores_codex":[0.9943311,0.0008284156,0.0004771926,0.001260257,0.001614466,0.001488593],"domain_scores_gemma":[0.9970371,0.000308275,0.0004845052,0.0009240151,0.0005669144,0.0006791486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001658791,0.006831099,0.02565398,0.001646689,0.002121042,0.004937664,0.5989835,0.0006924665,0.02414643,0.2121093,0.09195516,0.02926391],"study_design_scores_gemma":[0.005030049,0.002513146,0.02033438,0.002067983,0.0004506706,0.00002992656,0.6502346,0.0003577874,0.004161365,0.2223746,0.08795526,0.004490121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4624641,0.001036575,0.0003984501,0.003149669,0.0007795996,0.002068531,0.00100687,0.0002473194,0.5288489],"genre_scores_gemma":[0.9837345,0.001302149,0.007201848,0.00002502824,0.0002621141,0.000009173076,0.0003601101,0.00006207082,0.007042944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5218059,"threshold_uncertainty_score":0.9996336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0959730918354107,"score_gpt":0.3505880846547453,"score_spread":0.2546149928193346,"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."}}