{"id":"W7053272268","doi":"","title":"The Ugly Side of <i>Beautiful</i>: A Qualitative Exploration of Perceptions of and Identifications with Race Among Non-White Public Servants in British Columbia (BC)","year":2021,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Race (biology); Perception; Qualitative research; Ethnic group; Identity (music); Ethnography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00414399,0.0003277061,0.0005206423,0.001261287,0.02061047,0.005201851,0.001702546,0.001209455,0.004442058],"category_scores_gemma":[0.005529726,0.000533945,0.0001931715,0.001827077,0.009368883,0.001886509,0.00443674,0.004222144,0.0003656662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01559403,"about_ca_system_score_gemma":0.02404999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8391762,"about_ca_topic_score_gemma":0.9220117,"domain_scores_codex":[0.9971803,0.001230714,0.00007346128,0.0001664966,0.0003802472,0.0009687448],"domain_scores_gemma":[0.9945207,0.001629546,0.0006713775,0.0001113837,0.00106815,0.001998794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002300205,0.00002224461,0.0118751,0.00002466004,0.000002951473,0.0001579691,0.9847422,0.000005701763,0.0002505552,0.0004519881,0.0009584727,0.001485249],"study_design_scores_gemma":[4.594239e-7,0.000004179587,0.005371206,0.00002162401,9.964059e-7,0.0000144564,0.993172,0.000005730378,0.00001716928,0.00002476381,0.00136446,0.000002955651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917504,0.000237648,0.0001032056,0.002135404,0.00004519188,0.00002613511,0.00007280975,0.000003846695,0.005625355],"genre_scores_gemma":[0.9945713,0.0002271493,0.00009279497,0.001038954,0.000008486714,0.00003355219,0.00004449762,0.00001311692,0.003970228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1608238,"threshold_uncertainty_score":0.3235419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783571190327966,"score_gpt":0.271649867927724,"score_spread":0.2438141560244443,"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."}}