{"id":"W2563212493","doi":"","title":"The 'Bogus' Refugee: Roma Asylum Claimants and Discourses of Fraud in Canada's Bill C-31","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Citizenship; Political science; Immigration; Legislation; State (computer science); Law; Refugee law; Nationality; Power (physics); Asylum seeker; Humanities; Criminology; Sociology; Politics; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.002123522,0.0001406044,0.0002886424,0.00006175251,0.001008499,0.000008911833,0.0002377234,0.00006800624,0.00001013304],"category_scores_gemma":[0.0002532254,0.00007579116,0.00003839683,0.0001323913,0.00007988428,0.00007609814,0.0000887705,0.002046357,0.000005306389],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055787,"about_ca_system_score_gemma":0.006264295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3539598,"about_ca_topic_score_gemma":0.9874495,"domain_scores_codex":[0.9967678,0.0003203317,0.0005088301,0.0001549205,0.0002709476,0.001977202],"domain_scores_gemma":[0.9988217,0.0005184377,0.0003075576,0.0001880604,0.00008389203,0.00008036543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002146875,0.00006218035,0.8369199,0.00007289412,0.0002878166,0.000007255905,0.001544327,0.00001055798,0.0001507908,0.1055938,0.01443685,0.04069899],"study_design_scores_gemma":[0.002262038,0.0005016369,0.688782,0.0003422896,0.0000603847,0.00006371109,0.03633133,0.00015456,0.00003283576,0.175978,0.09516242,0.0003288494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804451,0.006213171,0.00004056367,0.01026412,0.000491499,0.0002024421,0.000004294169,0.000007471473,0.002331287],"genre_scores_gemma":[0.9909058,0.006047827,0.00001146781,0.0002251621,0.0002431951,0.00001189665,8.65909e-7,0.00001652859,0.002537283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6334897,"threshold_uncertainty_score":0.9993693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037891364170419,"score_gpt":0.31786275631073,"score_spread":0.3074838426690258,"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."}}