{"id":"W2767503353","doi":"10.1177/1468796817740379","title":"A sensitive question? The effect of an ethnic background question in surveys","year":2017,"lang":"en","type":"article","venue":"Ethnicities","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Multiculturalism; Survey data collection; Sociology; Social psychology; Political science; Demographic economics; Psychology; Law; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007596665,0.00009651374,0.0001658547,0.00005929819,0.0006552017,0.0001161619,0.0002351825,0.0001218332,0.00004287589],"category_scores_gemma":[0.001188798,0.00006636898,0.00005087165,0.00009090996,0.0006583108,0.0006887081,0.00001975347,0.0001733069,0.00001196548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009028314,"about_ca_system_score_gemma":0.00008939055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08177826,"about_ca_topic_score_gemma":0.4728501,"domain_scores_codex":[0.9947592,0.004434443,0.0002009475,0.0001499538,0.0002901428,0.0001653389],"domain_scores_gemma":[0.9988055,0.000511243,0.000194856,0.0002989266,0.0001535848,0.00003590262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002881539,0.0001518263,0.07620244,0.0001192483,0.00007412682,0.00001239223,0.4170751,0.0002616639,0.004022145,0.355956,0.001116785,0.1447201],"study_design_scores_gemma":[0.0003537945,0.0004350863,0.9697863,0.0001463318,0.00002016423,0.000001044514,0.01639545,0.0004987333,0.006971677,0.004488118,0.0007349591,0.0001682876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989337,0.0001773041,0.0005001183,0.0005148369,0.0003353479,0.0002893632,0.000007972424,0.00003062334,0.008807474],"genre_scores_gemma":[0.9973403,0.0001892352,0.00003531679,0.00002943431,0.0002436336,0.00002069174,0.00001703652,0.000006815919,0.002117597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8935839,"threshold_uncertainty_score":0.9243363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097710950498315,"score_gpt":0.4006117171388551,"score_spread":0.359634607633872,"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."}}