{"id":"W2074070165","doi":"10.1080/13669877.2014.923024","title":"Using vNM expected utility theory to facilitate the decision-making in social ethics","year":2014,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Undecidable problem; Utilitarianism; Epistemology; Perception; Computer science; oskar; Mathematical economics; Management science; Sociology; Mathematics; Economics; Philosophy; Algorithm","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":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03641938,0.00009963661,0.0002457335,0.0003734289,0.001382161,0.0002465799,0.0005586665,0.000128953,0.0004496036],"category_scores_gemma":[0.01812535,0.00006000221,0.0001429313,0.0001966141,0.0008103813,0.00014631,0.0002082138,0.004042996,0.00002161004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000918274,"about_ca_system_score_gemma":0.0002249139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493569,"about_ca_topic_score_gemma":0.0007025644,"domain_scores_codex":[0.9935249,0.004175305,0.0005022669,0.000148114,0.001279304,0.000370091],"domain_scores_gemma":[0.9822295,0.01613778,0.0001611911,0.0002089467,0.001162655,0.00009988963],"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":[0.0006236298,0.00007441326,0.000101991,0.00001494421,0.00002445303,0.00001369606,0.1454474,0.00007081034,0.00004342722,0.8212032,0.0002358134,0.03214622],"study_design_scores_gemma":[0.0002236528,0.00009268112,0.001159489,0.0001521693,0.000007010251,0.000003717449,0.007096647,0.0005142406,0.000005443821,0.9595856,0.03108863,0.00007070741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613984,0.0003323698,0.007251397,0.007250166,0.0004531578,0.0001765455,0.00002560004,0.0000100863,0.02310232],"genre_scores_gemma":[0.9980662,0.00004776951,0.000234918,0.0003304463,0.001259945,0.000001738438,1.514423e-7,0.00001289717,0.00004586439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1383824,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5376805659693374,"score_gpt":0.4835019065712265,"score_spread":0.05417865939811095,"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."}}