{"id":"W2910988670","doi":"","title":"Wie brüchig ist die soziale Architektur unserer Städte? Trends und Analysen der Segregation in 74 deutschen Städten","year":2018,"lang":"de","type":"preprint","venue":"Econstor (Econstor)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Sage Foundation","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002438765,0.001249995,0.001725316,0.001755288,0.001380436,0.0008624303,0.001619579,0.001536107,0.01075261],"category_scores_gemma":[0.0004932025,0.001418934,0.0007188094,0.001518733,0.002343079,0.0007651862,0.0006794629,0.001887046,0.002957242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255714,"about_ca_system_score_gemma":0.002319718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006102309,"about_ca_topic_score_gemma":0.05825558,"domain_scores_codex":[0.9912671,0.001537,0.002070941,0.002275483,0.001196096,0.001653307],"domain_scores_gemma":[0.9950472,0.000627491,0.001671926,0.001328632,0.0004730131,0.0008517688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063132,0.0003798196,0.9538904,0.0001038145,0.001045217,0.00007797174,0.01844122,0.0004141492,0.00004533029,0.002478751,0.02013668,0.002880316],"study_design_scores_gemma":[0.003127758,0.0002019109,0.5761507,0.0009936331,0.001477687,0.0000262501,0.005646018,0.002977208,0.0001875069,0.002844444,0.4027589,0.003608063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8492675,0.003755406,0.0005983167,0.002711393,0.007167669,0.0008889646,0.0004844222,0.0003681443,0.1347582],"genre_scores_gemma":[0.9280244,0.0007664862,0.001754297,0.001201276,0.003645225,0.000121219,0.001483503,0.0001937231,0.06280989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3826222,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000552991593601,"score_gpt":0.2988256100630078,"score_spread":0.2688200801470718,"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."}}