{"id":"W4225392898","doi":"10.24908/fede.v23i1.15445","title":"Public Policy Brief Through the Federal Government: The Social, Civic, and Cultural Integration of Resettled Refugees in Canada and Germany","year":2022,"lang":"en","type":"article","venue":"Federalism-E","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Refugee; Government (linguistics); Citizenship; Public administration; Political science; Public policy; Economic growth; Public relations; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006004796,0.0001054808,0.0001416747,0.00002222719,0.002791309,0.0003060643,0.000215166,0.00003875648,0.0001220011],"category_scores_gemma":[0.000249255,0.00006560434,0.00003284766,0.000313367,0.0002546449,0.0004346797,0.00009043208,0.0002252523,2.595328e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000762979,"about_ca_system_score_gemma":0.0008012639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9542773,"about_ca_topic_score_gemma":0.9945552,"domain_scores_codex":[0.997994,0.0006310673,0.0002698202,0.0001778035,0.0006905011,0.000236774],"domain_scores_gemma":[0.9994861,0.0001249422,0.0001694401,0.0001092005,0.00007556707,0.00003472755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005133546,0.00004524667,0.008963159,0.00001351892,0.00003562474,0.000001872281,0.2429228,0.00001030887,0.0007824989,0.6626505,0.07912813,0.005394985],"study_design_scores_gemma":[0.0006686212,0.00007611538,0.1186607,0.00001680364,0.00001521122,0.000007835145,0.1758067,0.0003866253,0.0002169205,0.01300593,0.6908548,0.0002837354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360006,0.0003689765,0.00001120247,0.05507445,0.0001340243,0.0003184945,0.00005662646,0.00001153039,0.008024056],"genre_scores_gemma":[0.9955081,0.0002075268,0.00001327944,0.00208756,0.0002122036,0.00006120922,0.00002417445,0.000006840733,0.001879153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6496446,"threshold_uncertainty_score":0.9985069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043132737179341,"score_gpt":0.3023027939026766,"score_spread":0.2718714665308832,"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."}}