{"id":"W1591038285","doi":"10.2139/ssrn.1514137","title":"The Social Efficiency of Fairness","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Law and economics; Public economics; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001761801,0.00006576651,0.0001103482,0.00002641942,0.002007894,0.00005165016,0.0003557929,0.00003970739,0.00000824138],"category_scores_gemma":[0.00004246501,0.0000488623,0.00009700195,0.0001235777,0.0002943,0.000110771,0.00001879268,0.0004812732,0.000008289012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007805231,"about_ca_system_score_gemma":0.001065913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000256981,"about_ca_topic_score_gemma":0.002066512,"domain_scores_codex":[0.9981565,0.00008899625,0.0001997136,0.0000796332,0.0002041872,0.001270951],"domain_scores_gemma":[0.9996623,0.00003934485,0.0001482407,0.00005402173,0.00006388056,0.00003226181],"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":[0.00001542371,0.00005005653,0.0008330646,1.864973e-7,0.00001557944,2.839245e-7,0.0062804,8.283706e-7,0.0005189955,0.9659728,0.00007673887,0.02623563],"study_design_scores_gemma":[0.0005636466,0.0005029443,0.00307304,0.000006880258,0.0000305252,0.00001544877,0.2119908,0.000003966068,0.0009030816,0.7765885,0.006090499,0.0002306577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601016,0.003584436,0.0001556746,0.006291517,0.0002664208,0.0001094087,6.541982e-7,0.00001972303,0.02947056],"genre_scores_gemma":[0.9961765,0.002562538,0.000008478246,0.00003661194,0.0002336548,0.000001431113,1.272991e-7,0.000003859222,0.0009768072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057104,"threshold_uncertainty_score":0.9992914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445443878332234,"score_gpt":0.3307876787067857,"score_spread":0.3163332399234633,"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."}}