{"id":"W1537923512","doi":"10.25071/1920-7336.26040","title":"Life after Refusal to Enter: Reflections of an Immigration Judge","year":2008,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribunal; Immigration; Politics; Law; Jurisdiction; Settlement (finance); Adversarial system; Independence (probability theory); Political science; Appeal; Sociology; Subject (documents); Public opinion; Immigration law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01984562,0.000836594,0.001476416,0.00149961,0.06511395,0.02606553,0.004876253,0.03360886,0.005840069],"category_scores_gemma":[0.0591273,0.001654721,0.001360892,0.001406925,0.0255512,0.01067305,0.01498124,0.06324755,0.001906099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01204152,"about_ca_system_score_gemma":0.01424766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0377286,"about_ca_topic_score_gemma":0.07538681,"domain_scores_codex":[0.9683763,0.01662435,0.001013188,0.00197395,0.003249857,0.008762385],"domain_scores_gemma":[0.975728,0.0108264,0.001585296,0.000528219,0.003220093,0.008112032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008808117,0.0001881859,0.002889432,0.0001002364,0.00002483442,0.0248827,0.8771722,0.0001216206,0.0006851319,0.02520951,0.0600517,0.00858641],"study_design_scores_gemma":[0.00001603988,0.0001475591,0.001125235,0.000283507,0.00001631127,0.002952394,0.7877764,0.0001463697,0.0002423783,0.003843394,0.2033466,0.0001039214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2763853,0.01195709,0.001202473,0.6140436,0.01263076,0.0001409366,0.00007028323,0.00007960413,0.08349001],"genre_scores_gemma":[0.723147,0.006675472,0.0007494756,0.2258293,0.004685815,0.0001099483,0.00005521253,0.000195367,0.03855249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9622714,"threshold_uncertainty_score":0.1049549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934295969205611,"score_gpt":0.3064716571465806,"score_spread":0.2871286974545245,"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."}}