{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001879563,0.0002401272,0.0003327814,0.00006862927,0.000504421,0.0002328419,0.0006547655,0.0002029711,0.001074536],"category_scores_gemma":[0.0004750128,0.0002483173,0.0001525515,0.0001262929,0.00007622852,0.00007757595,0.000577907,0.0003382941,0.000001793298],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009756979,"about_ca_system_score_gemma":0.008968106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7570334,"about_ca_topic_score_gemma":0.9978269,"domain_scores_codex":[0.9968332,0.0005063366,0.0005255616,0.0006724431,0.0009176386,0.0005447935],"domain_scores_gemma":[0.9982843,0.0002138205,0.0002259558,0.0006786573,0.0003382878,0.000258912],"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":[0.000210525,0.0002264941,0.001629779,0.0002960363,0.0002983726,0.00003201465,0.0133839,0.02948693,0.00008197171,0.7460987,0.2073267,0.0009285473],"study_design_scores_gemma":[0.0004357713,0.00001369324,0.0003140362,0.0000826362,0.00003871537,2.316978e-7,0.004395829,0.110157,0.0001129343,0.006672043,0.8772749,0.0005021807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7894357,0.0002904534,0.0681652,0.06800894,0.003531005,0.007960852,0.01092618,0.0004202345,0.0512614],"genre_scores_gemma":[0.886314,0.0002188792,0.03355713,0.006299918,0.0004892695,0.0005312653,0.005961002,0.00006404483,0.06656445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7394267,"threshold_uncertainty_score":0.9999969,"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."}}