{"id":"W4403438548","doi":"10.1017/s1474746424000241","title":"You Are Safe Here: Community Sponsorship Policy and Refugee Integration in the UK","year":2024,"lang":"en","type":"article","venue":"Social Policy and Society","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Political science; Public administration; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003431371,0.000114864,0.000151604,0.00005330623,0.002080766,0.0003129021,0.0001779106,0.0002330938,0.00002242124],"category_scores_gemma":[0.000654206,0.00009405891,0.0001133306,0.0005588082,0.0006304066,0.0002399161,0.00004575018,0.0005382465,0.000006534171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100393,"about_ca_system_score_gemma":0.0003356777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06374916,"about_ca_topic_score_gemma":0.06900985,"domain_scores_codex":[0.9980325,0.001189531,0.0001819879,0.000148988,0.0001576522,0.00028938],"domain_scores_gemma":[0.9992255,0.000518663,0.00005258178,0.000103566,0.00003386262,0.00006581851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006315602,0.00002184248,0.002248155,0.00003021251,0.00001370402,4.043522e-7,0.6165916,1.91815e-7,0.00001082003,0.3727322,0.004410203,0.003934378],"study_design_scores_gemma":[0.0002936828,0.00003661859,0.2456571,0.00006214035,0.00002548869,0.000002163256,0.5037708,0.00006542867,0.000009323508,0.1604817,0.08931076,0.0002848182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498091,0.0004154865,0.00002292562,0.03116305,0.00009296525,0.0002031508,0.00003315753,0.00004963028,0.0182105],"genre_scores_gemma":[0.9914112,0.001075709,0.00002654069,0.00302664,0.002857103,0.0000176069,0.00001123928,0.000007904031,0.001566044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434089,"threshold_uncertainty_score":0.9992184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05780941002388654,"score_gpt":0.3642601583222342,"score_spread":0.3064507482983476,"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."}}