{"id":"W4200070580","doi":"10.32920/17064476","title":"Germany : Good Ideas from Successful Cities : Municipal Leadership on Immigrant Integration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Barrow Cadbury Trust; Tindall Foundation; Carnegie Corporation of New York","keywords":"Immigration; Excellence; Political science; Regional science; Public administration; Sociology; Economic growth; Economics","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":[0.003972168,0.0004164326,0.0002547284,0.001599657,0.00999618,0.009485946,0.0005450753,0.001050223,0.004141427],"category_scores_gemma":[0.00387079,0.0002369209,0.000187271,0.004019734,0.007654547,0.004390387,0.008137392,0.001872189,0.0004578435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008907923,"about_ca_system_score_gemma":0.007700383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04906853,"about_ca_topic_score_gemma":0.1097585,"domain_scores_codex":[0.9968527,0.00155543,0.0001017445,0.0001396501,0.0004083429,0.0009421926],"domain_scores_gemma":[0.9973093,0.0004969962,0.0004516097,0.0001851904,0.0003128087,0.001244046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000841841,0.00007031471,0.04014407,0.0002413039,0.0000343871,0.0007585212,0.721038,0.0004315334,0.0007318183,0.1198681,0.06220473,0.05439309],"study_design_scores_gemma":[0.000009486531,0.00003210556,0.0343627,0.0002251283,0.0000151275,0.000137349,0.7654949,0.0001256098,0.0004573073,0.005052413,0.1940448,0.00004308401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9058162,0.003968644,0.001440168,0.02885213,0.0004562509,0.00005216463,0.0003783402,0.00007172253,0.05896443],"genre_scores_gemma":[0.9901941,0.001156459,0.000545085,0.0008470576,0.00002844007,0.00003168105,0.0001342048,0.00004088034,0.007021975],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04906853,"threshold_uncertainty_score":0.09756583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.060039447651695,"score_gpt":0.3137259598743703,"score_spread":0.2536865122226753,"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."}}