{"id":"W4412067750","doi":"10.1177/01902725251341827","title":"Information Frequency, Value, and Difficulty as Sources of Social Inequality: Competitive Imbalances on <i>Jeopardy!</i>","year":2025,"lang":"en","type":"article","venue":"Social Psychology Quarterly","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Value (mathematics); Inequality; Social psychology; Psychology; Double jeopardy; Social inequality; Economics; Sociology; Political science; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005485688,0.0002520995,0.0004374426,0.006127879,0.002698299,0.005839451,0.0008476474,0.0007851798,0.004505423],"category_scores_gemma":[0.05200728,0.0002343851,0.0002116229,0.006307496,0.004889353,0.007289094,0.005049212,0.001104162,0.0004162992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002507913,"about_ca_system_score_gemma":0.001151686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477219,"about_ca_topic_score_gemma":0.01661804,"domain_scores_codex":[0.9950081,0.001759022,0.0003516646,0.0006052649,0.001718725,0.0005571414],"domain_scores_gemma":[0.9407557,0.04171942,0.009557508,0.002387754,0.004263402,0.00131625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006650449,0.000301685,0.7085111,0.0003868403,0.0001061026,0.0009801253,0.1665988,0.0004691467,0.002227766,0.03416226,0.003486826,0.08210434],"study_design_scores_gemma":[0.00001566228,0.0001137702,0.8144712,0.0002942585,0.00005392605,0.0006746191,0.1476719,0.002666095,0.001523912,0.01530921,0.01711996,0.00008545602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983036,0.0003868502,0.0008342558,0.000940076,0.00001126213,0.00002243877,0.0004132983,0.000009439776,0.0143464],"genre_scores_gemma":[0.998635,0.00009794418,0.0003491941,0.00005811757,0.00001864515,0.00001633311,0.0002807089,0.00001049373,0.0005336035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477219,"threshold_uncertainty_score":0.02937245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236556859444355,"score_gpt":0.3428800592198528,"score_spread":0.3305144906254093,"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."}}