{"id":"W2954448673","doi":"","title":"Practices in establishing the identity and screening on national security and exclusion aspects in Syrian asylum cases in five European countries","year":2019,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Immigration; Inclusion–exclusion principle; Political science; Identity (music); Social exclusion; Border Security; Irregular migration; Sociology; Public administration; Law; Ethnology; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004606094,0.0001196919,0.0001361903,0.0001404147,0.0004653529,0.000613077,0.0004714022,0.00003393233,0.000004579754],"category_scores_gemma":[0.000541808,0.0001002864,0.000007031568,0.0002856238,0.0001314564,0.002698113,0.0007976503,0.0003770695,0.000003664129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003086754,"about_ca_system_score_gemma":0.00003553041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03850301,"about_ca_topic_score_gemma":0.3652586,"domain_scores_codex":[0.9975855,0.001167387,0.000214236,0.0004444484,0.0003372622,0.0002511077],"domain_scores_gemma":[0.9978929,0.001599188,0.000199229,0.0002286415,0.00002343298,0.00005662934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006850679,0.0001560182,0.7433615,0.0009167566,0.00002672787,0.000348191,0.2234613,0.001172999,0.0001290454,0.01392542,0.00011543,0.01570155],"study_design_scores_gemma":[0.0007059676,0.000108029,0.8392165,0.00182277,0.0000307227,0.0000263992,0.1089549,0.04089574,0.000002565336,0.002393142,0.005535972,0.0003072736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905,0.0004302909,0.00002849779,0.0004825007,0.00008898107,0.0002621831,0.00008336168,0.00001973743,0.008104417],"genre_scores_gemma":[0.9974127,0.001836054,0.0000972289,0.0002943808,0.0001981925,0.000002469543,0.0001337665,0.000009888073,0.00001526134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3267556,"threshold_uncertainty_score":0.9678997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05544468446818288,"score_gpt":0.3376660373899006,"score_spread":0.2822213529217178,"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."}}