{"id":"W4200310771","doi":"10.32920/17064626.v1","title":"Good Ideas from Successful Cities : Municipal Leadership on Immigrant Integration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Local Economic Development and Planning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Immigration; Politics; Social capital; Capital city; Capital (architecture); Political science; Economic growth; Urban politics; Development economics; Economic geography; Political economy; Sociology; Geography; 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":[0.01362719,0.0007562011,0.0005618047,0.001307395,0.03993914,0.02332471,0.00160164,0.005269801,0.01177649],"category_scores_gemma":[0.01729992,0.0005829156,0.0006543096,0.002606767,0.03801066,0.01266584,0.02317701,0.01097231,0.001882186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02071228,"about_ca_system_score_gemma":0.02601858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06523048,"about_ca_topic_score_gemma":0.1511753,"domain_scores_codex":[0.9801992,0.01357503,0.0002689876,0.0005302553,0.001700221,0.003726293],"domain_scores_gemma":[0.9809775,0.003294,0.001107245,0.001081473,0.002677034,0.0108628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003609622,0.00007723532,0.004215858,0.0001729318,0.00003136261,0.0007472893,0.5272158,0.0002911319,0.0002285232,0.1536795,0.2873318,0.02597239],"study_design_scores_gemma":[0.00002053834,0.00002480606,0.002217205,0.0002874989,0.00001413707,0.0001476756,0.4204375,0.0001150115,0.0002284754,0.01723976,0.559226,0.00004148013],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1198366,0.009054851,0.004887398,0.6395203,0.005732351,0.0001404511,0.0001283161,0.0003511914,0.2203485],"genre_scores_gemma":[0.8925804,0.0038162,0.002878539,0.04174901,0.0004919373,0.0001594894,0.0001277811,0.0005833919,0.05761322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06523048,"threshold_uncertainty_score":0.1502789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09836464208183776,"score_gpt":0.3021532229043616,"score_spread":0.2037885808225239,"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."}}