{"id":"W4406115288","doi":"10.1162/euso_a_00001","title":"The residential patterns of Swiss urban elites: continuity and change across elite categories (1890–2000)","year":2025,"lang":"en","type":"article","venue":"European Societies","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Elite; Economic geography; Geography; Sociology; Political science; Regional science; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004454266,0.0001829051,0.0001463496,0.004110115,0.0007012412,0.001260214,0.000333018,0.000310961,0.004966028],"category_scores_gemma":[0.001037795,0.0001085928,0.0001724997,0.00474912,0.000793998,0.0005071189,0.001021772,0.0002540476,0.0005023642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615367,"about_ca_system_score_gemma":0.0004202915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1132603,"about_ca_topic_score_gemma":0.1930329,"domain_scores_codex":[0.9997104,0.00003778035,0.00001441552,0.00004782201,0.0000672464,0.0001223081],"domain_scores_gemma":[0.9993081,0.00008275662,0.0002456311,0.00004699707,0.000164361,0.0001521001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001786438,0.00004794278,0.958136,0.00006588632,0.00006044962,0.0003134274,0.01550993,0.0004355865,0.0008105149,0.001159984,0.002192803,0.02108892],"study_design_scores_gemma":[0.000001890325,0.00002032295,0.9960054,0.0000119356,0.000005422418,0.00002912117,0.00247036,0.00008711961,0.00003923057,0.00003658623,0.001288436,0.000004128874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969819,0.0001523282,0.0000493132,0.00005393702,0.000003120267,0.000003763635,0.0007509787,0.000005201336,0.001999459],"genre_scores_gemma":[0.9985019,0.0001031504,0.00003746903,0.000007098397,0.000006880882,0.000005706062,0.0006519608,0.000002649628,0.0006831833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132603,"threshold_uncertainty_score":0.2252021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464020751220615,"score_gpt":0.2991859716848364,"score_spread":0.2745457641726303,"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."}}