{"id":"W3125806882","doi":"10.2139/ssrn.3442519","title":"An Experimental Study of Kin and Ethnic Favoritism","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ethnic group; Psychology; Social psychology; Political science; 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":[0.001128457,0.00008046303,0.0001661031,0.00004792295,0.0003481919,0.00003649005,0.0001483157,0.00004049195,0.00007159812],"category_scores_gemma":[0.00001216505,0.00007238321,0.000030095,0.00008967773,0.00006884443,0.0002464626,0.00002687006,0.000383205,0.000009676082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875509,"about_ca_system_score_gemma":0.0005231184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009008943,"about_ca_topic_score_gemma":0.01432514,"domain_scores_codex":[0.9985631,0.0001151476,0.0001821933,0.0001446684,0.0001988625,0.0007960416],"domain_scores_gemma":[0.9997085,0.0000217384,0.00009803215,0.00006782413,0.00003970705,0.00006425416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009907963,0.002040091,0.4191759,0.000007848229,0.0004814487,0.000005041246,0.2927685,0.000006314466,0.001966705,0.2628814,0.0002012115,0.02036649],"study_design_scores_gemma":[0.001394854,0.001676717,0.03644134,0.000009900553,0.00001611853,0.00001979672,0.9406383,0.000001813795,0.000121492,0.01773935,0.001751445,0.0001888749],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878169,0.004949666,0.00001001156,0.0001069368,0.000170913,0.0001929058,3.830136e-7,0.00001252179,0.006739738],"genre_scores_gemma":[0.9954888,0.002953797,0.00001696276,0.00002960622,0.0001320698,0.000003971819,4.053176e-7,0.000005691342,0.001368647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6478698,"threshold_uncertainty_score":0.7993763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090617773060828,"score_gpt":0.3247387850870356,"score_spread":0.3038326073564274,"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."}}