{"id":"W4413504088","doi":"10.32920/29976616.v1","title":"Rethinking Multicultural Planning: An Empirical Study of Ethnic Retailing","year":2025,"lang":"en","type":"article","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Ethnic group; Empirical research; Sociology; Business; Political science; Anthropology; Mathematics; Pedagogy; Statistics","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":[0.009741195,0.0002859778,0.0003908657,0.001173893,0.009983777,0.004826356,0.001967804,0.0010214,0.003434432],"category_scores_gemma":[0.01785352,0.000650389,0.0002492007,0.001963036,0.0116994,0.004153442,0.005506132,0.003160812,0.0002792229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004952178,"about_ca_system_score_gemma":0.007339769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08404963,"about_ca_topic_score_gemma":0.2140217,"domain_scores_codex":[0.9947469,0.003613452,0.0001556597,0.0002937053,0.0005257307,0.0006646254],"domain_scores_gemma":[0.9846224,0.009464099,0.002349973,0.001148445,0.00117965,0.001235411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001712673,0.0002264884,0.04524718,0.00004238239,0.000005400689,0.0004445497,0.9456986,0.00004924445,0.0001099453,0.002493559,0.0002781487,0.005387415],"study_design_scores_gemma":[0.000001159598,0.00001924909,0.01112202,0.00002603285,0.000001929052,0.00003684155,0.9872154,0.00009573091,0.00004125463,0.0001741418,0.001261782,0.000004526833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99589,0.00004677587,0.0001262385,0.0003482263,0.000003774836,0.00002614477,0.00000587971,0.000001237863,0.003551723],"genre_scores_gemma":[0.998582,0.0001189801,0.0002204516,0.0001247324,0.000002215638,0.00002200277,0.000009973041,0.000003931313,0.0009156548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08404963,"threshold_uncertainty_score":0.1671208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135192613391761,"score_gpt":0.4253083840835424,"score_spread":0.2901157706917815,"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."}}