{"id":"W1823786210","doi":"10.25071/1920-7336.21334","title":"Permanent Protection: Why Canada Should Grant Permanent Residence Automatically to Recognized Refugees","year":2005,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Residence; Political science; Law; Order (exchange); Third stage; Criminology; Sociology; Business; Geography; Demography; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001575671,0.0004792524,0.0005544467,0.0002804958,0.00203773,0.0003875757,0.0007641181,0.0002296124,0.001549888],"category_scores_gemma":[0.001094296,0.0004015547,0.0001761708,0.000695027,0.0001124708,0.0005782025,0.00004962912,0.001031247,0.00005888786],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006454276,"about_ca_system_score_gemma":0.009582642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6138314,"about_ca_topic_score_gemma":0.996703,"domain_scores_codex":[0.9931676,0.0007615637,0.001213498,0.0006246203,0.003155693,0.001077054],"domain_scores_gemma":[0.99666,0.0001133876,0.0004919156,0.0005134745,0.0008765642,0.001344635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001063406,0.0005333136,0.0005110096,0.0001708896,0.000363855,0.001037668,0.002878204,0.001993091,0.00329308,0.3093997,0.6489099,0.02984582],"study_design_scores_gemma":[0.0004483221,0.0002209785,0.00125227,0.0002942292,0.00003922223,0.0001178622,0.0000836607,0.0002464299,0.0007989191,0.0002932395,0.9956706,0.0005342791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570625,0.0004701608,0.0002839903,0.03678723,0.002526943,0.001114849,0.00006143216,0.0001265682,0.001566253],"genre_scores_gemma":[0.9586691,0.000307277,0.001077181,0.02328829,0.002792034,0.0001181369,0.00002799076,0.0000735709,0.01364645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3828716,"threshold_uncertainty_score":0.9998437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284907486925472,"score_gpt":0.2930468028690729,"score_spread":0.2645560541765257,"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."}}