{"id":"W2940369625","doi":"10.2139/ssrn.2977986","title":"'Making Canada's Refugee System Faster and Fairer': Reviewing the Stated Goals and Unintended Consequences of the 2012 Reform","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Toronto Metropolitan University","funders":"","keywords":"Refugee; Unintended consequences; Political science; Public administration; Public economics; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003013404,0.00009326851,0.0001625885,0.00002247844,0.002327987,0.0002156117,0.0003789747,0.00004833572,0.000007043076],"category_scores_gemma":[0.000284067,0.00004646695,0.00004002018,0.0000609393,0.0006649023,0.0004218884,0.00003652716,0.0005092741,2.982255e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009517763,"about_ca_system_score_gemma":0.003401865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2079009,"about_ca_topic_score_gemma":0.9571868,"domain_scores_codex":[0.9983115,0.0003292234,0.0002931593,0.0001121353,0.0003279142,0.0006260724],"domain_scores_gemma":[0.9989697,0.00003911331,0.0005595026,0.0001963349,0.0001921004,0.00004318562],"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":[0.00002007272,0.000004948769,0.006947642,0.00003588661,0.0000980991,9.460273e-7,0.005961208,0.000001098788,0.0005628038,0.9676238,0.0002246112,0.01851891],"study_design_scores_gemma":[0.001802458,0.0004815033,0.06961226,0.004035165,0.0005355243,0.0009466209,0.5018533,0.0004395249,0.002066719,0.1895643,0.2275865,0.001076169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958455,0.01421288,0.0002386849,0.01607041,0.0005222503,0.0004462071,0.000008240257,0.00001506326,0.01003124],"genre_scores_gemma":[0.9933993,0.004876208,0.00000803551,0.00007521558,0.0001207212,0.000002876146,4.461164e-7,0.000005254708,0.001511979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7780595,"threshold_uncertainty_score":0.9989709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200439009855858,"score_gpt":0.2943689845967688,"score_spread":0.2723645944982102,"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."}}