{"id":"W2093299728","doi":"10.1353/dem.2006.0020","title":"Friends for better or for worse: Interracial friendship in the United States as seen through wedding party photos","year":2006,"lang":"en","type":"article","venue":"Demography","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Friendship; Political science; Gender studies; Psychology; Geography; Sociology; Demography; Social psychology","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":[0.0009696103,0.0001410198,0.0001731211,0.0002117899,0.0006726291,0.0001196115,0.0003243204,0.0001232957,0.0002070339],"category_scores_gemma":[0.00009909019,0.0001026409,0.0001870196,0.0009482816,0.0002066467,0.0003332283,0.00001558613,0.0001184424,0.00000583984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002276853,"about_ca_system_score_gemma":0.00004994667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008568589,"about_ca_topic_score_gemma":0.06532767,"domain_scores_codex":[0.9986404,0.0001531107,0.0003119701,0.0002617608,0.0001647795,0.0004679503],"domain_scores_gemma":[0.9989639,0.0006418002,0.0001172043,0.0001510245,0.00008427694,0.00004179618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006581562,0.0004821904,0.3009725,0.0001060449,0.0001643923,0.000006069726,0.3552958,0.0001665384,0.00005166406,0.1149117,0.2244387,0.002746315],"study_design_scores_gemma":[0.00077778,0.0001280114,0.008898022,0.00002259969,0.00003906059,5.974118e-7,0.04552108,0.0003855127,0.0001820817,0.101874,0.8418946,0.000276634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780487,0.00007444488,0.004837116,0.00357257,0.0003169102,0.001138776,0.0001036765,0.00007204174,0.01183574],"genre_scores_gemma":[0.9948545,0.00004791786,0.001134128,0.002242943,0.0006919116,0.0004964623,0.0002624685,0.00001581294,0.0002539277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6174559,"threshold_uncertainty_score":0.9980335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065977941154952,"score_gpt":0.3351568038774881,"score_spread":0.2944970244659386,"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."}}