{"id":"W4200215275","doi":"10.31235/osf.io/aqw4m","title":"Canada’s Private Sponsorship Model Represents a Complementary Pathway for Refugee Resettlement","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Government (linguistics); Political science; Public administration; Displaced person; Process (computing); Public relations; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00183356,0.0004767151,0.0003540811,0.001460035,0.008819766,0.005183575,0.001278912,0.0009850923,0.02375213],"category_scores_gemma":[0.005136905,0.0003316863,0.0004974652,0.00181031,0.002500879,0.00157592,0.003039745,0.00215912,0.001667977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03625429,"about_ca_system_score_gemma":0.1141694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9608206,"about_ca_topic_score_gemma":0.9891449,"domain_scores_codex":[0.9966179,0.0007839551,0.00006526,0.0002782389,0.0008802131,0.001374502],"domain_scores_gemma":[0.9948212,0.0004712353,0.0003602802,0.0003887,0.001403219,0.00255538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000280019,0.0004389934,0.1060605,0.0002478324,0.0000817915,0.0009776962,0.01440917,0.004655382,0.0007442078,0.5546083,0.1630063,0.1544897],"study_design_scores_gemma":[0.0002016992,0.0003383077,0.1131009,0.0006189512,0.00008480792,0.0006786977,0.02376454,0.006210586,0.0005207247,0.02849311,0.8258164,0.000171288],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2677151,0.002247897,0.02402748,0.08572669,0.001295216,0.001254215,0.006614101,0.0004436931,0.6106756],"genre_scores_gemma":[0.8289422,0.001811326,0.01145159,0.004080825,0.0001962539,0.0003287775,0.001924747,0.0001392708,0.151125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03917944,"threshold_uncertainty_score":0.2630445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967067866164338,"score_gpt":0.346518341339272,"score_spread":0.2768476626776286,"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."}}