{"id":"W4316687848","doi":"10.1111/cars.12414","title":"Digital Ethnic Enclaves: Mate Preferences and Platform Choices Among Chinese Immigrant Online Daters in Vancouver","year":2023,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Immigration; Ethnic group; Geography; Population; Intersection (aeronautics); Advertising; Demography; Sociology; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007091509,0.0002157504,0.0003605586,0.001029325,0.006073422,0.002616751,0.0004870234,0.0004038498,0.002449009],"category_scores_gemma":[0.001318632,0.0002343967,0.0001457575,0.001854928,0.001511226,0.0005758662,0.001898293,0.0005750202,0.0002007083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00377885,"about_ca_system_score_gemma":0.004642522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6997738,"about_ca_topic_score_gemma":0.9116688,"domain_scores_codex":[0.9996046,0.000121597,0.00001751381,0.00004390207,0.00008483096,0.0001275786],"domain_scores_gemma":[0.9993688,0.0001371319,0.0001140836,0.00002200373,0.0001219816,0.0002358681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001093293,0.00009579718,0.4292049,0.0001133951,0.00002518792,0.001284473,0.5408826,0.00004701353,0.001157475,0.0008674596,0.0007357367,0.0254766],"study_design_scores_gemma":[0.000002920455,0.00003998577,0.2152627,0.0000610218,0.000009127368,0.0001832056,0.7811481,0.00006515137,0.00008385426,0.00007504908,0.00305218,0.00001667454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985566,0.0001731647,0.00001475027,0.00005576949,0.000002532802,0.00000532527,0.00002381489,4.510682e-7,0.001167683],"genre_scores_gemma":[0.9977353,0.000484792,0.00005505651,0.00006247251,0.000001765219,0.00000722444,0.00004652403,0.000001556387,0.001605339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002262,"threshold_uncertainty_score":0.6039886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0896197135995011,"score_gpt":0.3360872648621615,"score_spread":0.2464675512626603,"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."}}