{"id":"W3207274919","doi":"10.55016/ojs/sppp.v12i1.68309","title":"Slow, Subjective and Stressful: A Guide to Canada's Asylum System","year":2019,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Refugee; Asylum seeker; Bureaucracy; Immigration detention; Citizenship; Immigration; Political science; Naturalization; Politics; Law; Criminology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00403212,0.001318768,0.0006920093,0.007515459,0.02913316,0.01363439,0.003167866,0.004235123,0.01337981],"category_scores_gemma":[0.007462017,0.0007256046,0.000454607,0.01115497,0.02214499,0.007308626,0.00492674,0.007130315,0.002772407],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1391988,"about_ca_system_score_gemma":0.19102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9628099,"about_ca_topic_score_gemma":0.9832245,"domain_scores_codex":[0.9954789,0.00124497,0.0001657637,0.0003085113,0.001752741,0.001049031],"domain_scores_gemma":[0.9948737,0.001160835,0.0002113564,0.0001585174,0.002398256,0.001197257],"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":[0.00001334829,0.00004691245,0.002286448,0.0002360991,0.00000583598,0.0003627492,0.08551291,0.0003614538,0.0001630142,0.2842844,0.5441017,0.08262518],"study_design_scores_gemma":[0.000003061193,0.000005467147,0.001825529,0.0003160852,0.000001905611,0.0001110088,0.02683483,0.0001356743,0.00003506762,0.009714105,0.9609783,0.00003909056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01408028,0.08004808,0.02120913,0.3449118,0.00702172,0.0007949476,0.003929973,0.0006399315,0.5273641],"genre_scores_gemma":[0.2794769,0.1473178,0.05100049,0.07861419,0.001903676,0.001827377,0.003056618,0.001497759,0.4353052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1391988,"threshold_uncertainty_score":0.9984074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355765780468634,"score_gpt":0.2889774239599557,"score_spread":0.2754197661552694,"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."}}