{"id":"W4379621409","doi":"10.1353/sli.2019.a881591","title":"Personal Writing as a Resilience Process for Refugee Physicians: The Case of �migr� Neuroanatomist Hartwig Kuhlenbeck","year":2019,"lang":"en","type":"article","venue":"Studies in the literary imagination","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Politics; Sociology; History; Gender studies; Law; Political science","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":[0.0007839891,0.00008786027,0.0001362755,0.00006053075,0.0004357451,0.00004981722,0.0002403467,0.0000131325,0.00007241265],"category_scores_gemma":[0.000237229,0.00004839335,0.00005289849,0.00008484469,0.0008634341,0.0003273068,0.00003929035,0.0001910344,0.00001052021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002927806,"about_ca_system_score_gemma":0.00003200168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002673335,"about_ca_topic_score_gemma":0.00005792249,"domain_scores_codex":[0.99905,0.0001584015,0.0002080433,0.0001738462,0.0002387573,0.000170965],"domain_scores_gemma":[0.9988402,0.0006461808,0.00009276954,0.0001544354,0.0002549322,0.00001149525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009370907,0.000149998,0.0001786294,0.001188728,0.00004501989,0.00008453442,0.8164968,0.000004063605,0.00006868761,0.1545586,0.005429212,0.02170205],"study_design_scores_gemma":[0.0019433,0.0007526416,0.0003868542,0.001222928,0.00007463073,0.0002430574,0.547538,0.01132884,0.0002552485,0.1120439,0.323772,0.0004385199],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964229,0.005289815,0.00000617,0.005877028,0.0004356885,0.0008593706,0.00003709336,0.0000164736,0.02324936],"genre_scores_gemma":[0.9946466,0.00003995068,0.000009397523,0.001028569,0.0002726477,0.0001370692,0.000005484888,0.000007272677,0.003853013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183428,"threshold_uncertainty_score":0.3351443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0545939850566478,"score_gpt":0.3762693943538816,"score_spread":0.3216754092972338,"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."}}