{"id":"W3123930239","doi":"","title":"Social Assistance Receipt Among Refugee Claimants in Canada: Evidence from Linked Administrative Data Files","year":2015,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receipt; Refugee; Population; Social assistance; Political science; Socioeconomics; Medicine; Economic growth; Business; Law; Accounting; Environmental health; Sociology; Economics","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":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00865446,0.0002899866,0.0009497832,0.0001068757,0.001636674,0.00006352575,0.0009880131,0.0002679218,0.0003680389],"category_scores_gemma":[0.03216423,0.000228356,0.00004225551,0.0009988084,0.0007564942,0.001848344,0.001216635,0.00250599,0.0001246144],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036526,"about_ca_system_score_gemma":0.01044065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8433824,"about_ca_topic_score_gemma":0.996428,"domain_scores_codex":[0.9875932,0.006985228,0.001206372,0.0009728486,0.001783692,0.001458615],"domain_scores_gemma":[0.9828346,0.01374225,0.0002817289,0.0009875499,0.001586992,0.0005668905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268151,0.00006601516,0.5766886,0.0006018851,0.0004192838,0.0002818917,0.01689486,8.86541e-7,0.00002362925,0.001987672,0.3960446,0.005722591],"study_design_scores_gemma":[0.0005039767,0.0001558104,0.6138206,0.001261284,0.00002311949,7.061954e-7,0.06783141,0.00007933746,0.00000369998,0.001554945,0.3144992,0.0002658889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600373,0.0174938,0.00000852776,0.1077724,0.0009272716,0.001788737,0.0006166169,0.00007268574,0.01128259],"genre_scores_gemma":[0.9914109,0.003222329,0.0001567794,0.0005839254,0.00101148,0.0002956377,0.00007104853,0.00003027456,0.00321764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1530456,"threshold_uncertainty_score":0.9997953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.754863553258978,"score_gpt":0.6268153664482781,"score_spread":0.1280481868107,"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."}}