{"id":"W4200033241","doi":"10.32920/17049701.v2","title":"Canada : Good Ideas from Successful Cities : Municipal Leadership in Immigrant Integration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tindall Foundation; Barrow Cadbury Trust; J.M. Kaplan Fund; Carnegie Corporation of New York","keywords":"Immigration; Excellence; Political science; Public administration; Snapshot (computer storage); Regional science; Sociology; Computer science; Law","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":[0.005245334,0.0006362904,0.0005200253,0.002858822,0.04464355,0.02135013,0.001500093,0.002567873,0.01076381],"category_scores_gemma":[0.009536303,0.0004034863,0.0003648914,0.007625528,0.01401772,0.004058857,0.008979117,0.00557719,0.001008365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1360949,"about_ca_system_score_gemma":0.2958509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851805,"about_ca_topic_score_gemma":0.9947042,"domain_scores_codex":[0.9928944,0.001537009,0.0001148923,0.0002692791,0.001704951,0.003479385],"domain_scores_gemma":[0.9827108,0.0007702347,0.0004877757,0.0003383107,0.00449554,0.01119735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009274358,0.00008745218,0.03211578,0.0002301302,0.00004000333,0.0005243461,0.1604473,0.000435967,0.0002677726,0.156056,0.5792223,0.07048029],"study_design_scores_gemma":[0.00003284215,0.00002551853,0.04118758,0.0005555669,0.00002963464,0.0001181958,0.3758667,0.0001990605,0.0002931585,0.01023251,0.5713323,0.0001270136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2265893,0.01701634,0.001956475,0.5057747,0.002931848,0.0002219352,0.002220225,0.0002814001,0.2430079],"genre_scores_gemma":[0.9153719,0.006607067,0.002103185,0.01713608,0.0001619941,0.0001296574,0.0006457372,0.0002626237,0.05758169],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1360949,"threshold_uncertainty_score":0.9874419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0590493293067351,"score_gpt":0.2828201179570256,"score_spread":0.2237707886502905,"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."}}