{"id":"W4398755826","doi":"10.1257/pandp.20241057","title":"Refugees Are Hosted in Highly Vulnerable Communities","year":2024,"lang":"en","type":"article","venue":"AEA Papers and Proceedings","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Refugee; Political science; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005129122,0.00008320039,0.0001036283,0.00009856379,0.0004590615,0.0003484474,0.0000876215,0.00008894197,0.000136032],"category_scores_gemma":[0.0000687424,0.00006902825,0.00002441879,0.0002816,0.0001244404,0.000477057,0.00001377486,0.0001899133,0.00001038042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004889127,"about_ca_system_score_gemma":0.00004476021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623495,"about_ca_topic_score_gemma":0.0184605,"domain_scores_codex":[0.9993868,0.00002981145,0.0001320835,0.0001229429,0.0001575621,0.0001707427],"domain_scores_gemma":[0.9997535,0.00006472356,0.00002972234,0.00003360285,0.00006940366,0.00004904412],"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":[0.00002997317,0.00004371639,0.06461886,0.0002278577,0.00002908707,0.00000451987,0.4161757,0.000001193337,0.00331667,0.4644088,0.03270076,0.01844293],"study_design_scores_gemma":[0.0001149195,0.00005622188,0.01082551,0.0002697153,0.00001005514,0.000001734042,0.08068909,0.0001896473,0.0002775961,0.002666502,0.9047375,0.0001614628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903201,0.001760742,9.287932e-7,0.001952925,0.0001487607,0.0001143519,0.000003385429,0.0001015699,0.1055973],"genre_scores_gemma":[0.9893825,0.001485451,0.00004384375,0.0002394559,0.0001454758,0.0000218515,0.000007248998,0.000007916341,0.008666268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8720368,"threshold_uncertainty_score":0.99945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264844179750801,"score_gpt":0.2810927133478158,"score_spread":0.2684442715503078,"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."}}