{"id":"W6999651070","doi":"","title":"Crossing borders from Hungary to Ireland: the cross-cultural adaptation of Hungarian refugees from the 1940s and their compatriots from the 1956 Hungarian Revolution","year":2009,"lang":"en","type":"dissertation","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Irish; Emigration; Government (linguistics); Newspaper; Immigration; Identity (music)","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":[0.0007142243,0.0005818806,0.0009349335,0.0002826623,0.001046517,0.0001939505,0.0008783049,0.001110115,0.00002940756],"category_scores_gemma":[0.002149894,0.0003069191,0.0003694892,0.0008548674,0.001913361,0.000407884,0.00009604159,0.001314912,0.00000985616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365938,"about_ca_system_score_gemma":0.0003967405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01305717,"about_ca_topic_score_gemma":0.02020282,"domain_scores_codex":[0.9968314,0.0002015157,0.001219471,0.0008022614,0.0005661593,0.0003792113],"domain_scores_gemma":[0.9961515,0.0007117715,0.00103068,0.001356628,0.0006517942,0.00009764083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005539805,0.001201046,0.0591846,0.001095265,0.003799167,0.00002449058,0.06021236,0.001719085,0.2721606,0.01213353,0.01587175,0.5670583],"study_design_scores_gemma":[0.003187372,0.0006848504,0.8922057,0.003820365,0.0007721069,0.000005558704,0.02284464,0.0015433,0.006484887,0.0132008,0.05456695,0.0006834285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741071,0.007588489,0.0002737574,0.01355909,0.001689631,0.001768628,0.0004173116,0.0001703534,0.0004256696],"genre_scores_gemma":[0.9910055,0.0003131298,0.002932397,0.0004236678,0.0005525958,0.00007848407,0.004434241,0.00004839874,0.0002115578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8330212,"threshold_uncertainty_score":0.9999383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252567586765241,"score_gpt":0.3013832988245757,"score_spread":0.2888576229569233,"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."}}