{"id":"W4200517506","doi":"10.32920/17078117.v1","title":"Spain : Good Ideas from Successful Cities : Municipal Leadership on Immigrant Integration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Excellence; Snapshot (computer storage); Political science; City management; Regional science; Public administration; Geography","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":[0.005221257,0.0003409889,0.0004108779,0.001528601,0.007984194,0.01104289,0.0007017988,0.00113374,0.003811831],"category_scores_gemma":[0.007435102,0.0002327794,0.000221669,0.005145393,0.003991108,0.00413096,0.008574323,0.002455177,0.0004415271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008198274,"about_ca_system_score_gemma":0.008657353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05004712,"about_ca_topic_score_gemma":0.1297741,"domain_scores_codex":[0.996482,0.001691781,0.000117869,0.0001817674,0.0005571956,0.0009693311],"domain_scores_gemma":[0.9936981,0.001278428,0.000981,0.0005405164,0.001210185,0.002291909],"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":[0.0001716037,0.0001359746,0.0904081,0.0004380762,0.0000457006,0.0007892117,0.6839687,0.0003534552,0.0006672466,0.0427255,0.09224013,0.08805633],"study_design_scores_gemma":[0.00002358349,0.00004335905,0.0657753,0.0003131155,0.00001460455,0.0001221527,0.7221113,0.0000831791,0.0002851656,0.003137124,0.2080439,0.00004726462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824183,0.004708027,0.001498707,0.03290946,0.0006758187,0.00008686,0.0009737145,0.0001183157,0.07661077],"genre_scores_gemma":[0.9841263,0.002121946,0.0009949668,0.001847215,0.00008395806,0.00007534282,0.0004977628,0.0001016631,0.01015074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05004712,"threshold_uncertainty_score":0.09951162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102633075897297,"score_gpt":0.346600463265284,"score_spread":0.2363371556755542,"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."}}