{"id":"W2226942022","doi":"","title":"Roma asylum seekers from the former Czechoslovakia in the Northeast of England:: migration and identities","year":2003,"lang":"en","type":"dissertation","venue":"Durham e-Theses (Durham University)","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Durham University","keywords":"Refugee; Deportation; Population; Political science; Humiliation; Politics; Geography; Criminology; Gender studies; Immigration; Sociology; Law; Demography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004894347,0.0003787913,0.0005489642,0.0003457809,0.001188424,0.00003271321,0.0005318512,0.000428641,0.0001920601],"category_scores_gemma":[0.0002350124,0.0002597308,0.0001680178,0.0005863901,0.0001681008,0.0003045934,0.00008212611,0.000857953,0.0000346786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246405,"about_ca_system_score_gemma":0.0002361448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009981978,"about_ca_topic_score_gemma":0.1343985,"domain_scores_codex":[0.9973426,0.0008527862,0.0005094778,0.0004218412,0.0004268838,0.0004463786],"domain_scores_gemma":[0.9972182,0.001454331,0.0005568582,0.0004856166,0.0002271058,0.00005788585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001111362,0.0002859785,0.6752397,0.0009790791,0.0008088245,0.0001299976,0.2957295,0.000007065591,0.0002559962,0.0102185,0.01344432,0.001789672],"study_design_scores_gemma":[0.001320203,0.0001016567,0.5458616,0.000674276,0.0002994698,0.000002359301,0.3466094,0.00001091558,0.0000293308,0.0008001119,0.1039345,0.0003562006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436302,0.001012297,0.000009149854,0.0005681411,0.0007350937,0.001010751,0.0002142333,0.00003457266,0.05278552],"genre_scores_gemma":[0.951101,0.002633333,0.00004134176,0.0003123154,0.0001998526,0.00002450064,0.0005958884,0.00004422672,0.04504752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1293781,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241277559308014,"score_gpt":0.2947481204971972,"score_spread":0.2706203645663958,"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."}}