{"id":"W6904954383","doi":"10.15139/s3/chbxoo","title":"Replication Data for: Ethnicity and nationality among Ethiopians in Canada's census data: a consideration of overlapping and divergent identities","year":2018,"lang":"en","type":"dataset","venue":"UNC Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Census; Ethnic group; Nationality; Replication (statistics); Immigration; Identity (music)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002727355,0.0003492638,0.0005549075,0.0002663279,0.0002082079,0.0001137922,0.001316239,0.0002461328,0.0001121097],"category_scores_gemma":[0.006337945,0.0003962097,0.00001746303,0.0002219615,0.0004972916,0.001452222,0.003399159,0.0003539835,0.00001377019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006509383,"about_ca_system_score_gemma":0.001788388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9176715,"about_ca_topic_score_gemma":0.994951,"domain_scores_codex":[0.996128,0.0002842282,0.0008736901,0.001636353,0.0007675808,0.0003101721],"domain_scores_gemma":[0.9913004,0.0006024595,0.0009644703,0.006642716,0.0003649252,0.0001250493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007331246,0.00004458663,0.002418709,0.0005757899,0.0001156217,0.000008615277,0.00004621642,0.000006880595,0.00003685393,0.000143783,0.9964779,0.00005175547],"study_design_scores_gemma":[0.0009909109,0.00002135258,0.02061272,0.0002791861,0.0003054095,0.00001214858,0.0002978156,0.002946617,0.00001998419,0.0002759932,0.9738203,0.0004175615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01036296,0.00006523843,0.00004059542,0.00003759761,0.0003081346,0.001011841,0.9881492,0.00001696833,0.000007415797],"genre_scores_gemma":[0.001453393,0.0004476818,0.0005585108,0.0001026796,0.0001240332,0.00002619654,0.9972382,0.00003154595,0.00001781496],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07727944,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058727333626491,"score_gpt":0.3334021227973524,"score_spread":0.2275293894347033,"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."}}