{"id":"W3212348479","doi":"10.1111/imig.12930","title":"Changes in selection policy and refugee welfare use in Canada","year":2021,"lang":"en","type":"article","venue":"International Migration","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refugee; Receipt; Immigration; Vulnerability (computing); Welfare; Political science; Demographic economics; Government (linguistics); Economic growth; Business; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008811351,0.0002351632,0.0003664011,0.001761344,0.004331621,0.002126754,0.001295889,0.0004828573,0.003902445],"category_scores_gemma":[0.003897027,0.0001920179,0.0004774083,0.00401529,0.001232698,0.0004684037,0.002011226,0.001209554,0.0002683751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0539409,"about_ca_system_score_gemma":0.07454939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956759,"about_ca_topic_score_gemma":0.9976417,"domain_scores_codex":[0.9985769,0.0001144132,0.00005953375,0.0001177111,0.0002823884,0.0008491488],"domain_scores_gemma":[0.9959794,0.0002163501,0.0007374772,0.00009978683,0.001258629,0.001708292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001380935,0.0001098278,0.9710108,0.00005766422,0.00005361806,0.000196031,0.004310091,0.000378564,0.00019165,0.001515574,0.005273854,0.01676428],"study_design_scores_gemma":[0.000009110947,0.00002544329,0.9871415,0.00009093763,0.00001117265,0.00003390846,0.008124949,0.0002963949,0.00006613015,0.00008922281,0.00409123,0.00002000231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915264,0.0006614655,0.00005400122,0.002281617,0.00002768242,0.00002562964,0.002138402,0.00001045896,0.00327437],"genre_scores_gemma":[0.995966,0.0006242934,0.00008058349,0.0002481422,0.000006755021,0.00001286834,0.0009769372,0.000005545581,0.00207893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0539409,"threshold_uncertainty_score":0.3913705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136588820303649,"score_gpt":0.2878764362087921,"score_spread":0.2742175541784272,"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."}}