{"id":"W7059512505","doi":"","title":"Scholars in Exile","year":2019,"lang":"en","type":"book","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Scholarship; Government (linguistics); World War II; Center (category theory); First world war","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008921819,0.0006644147,0.0005453801,0.00182898,0.007178149,0.008696356,0.001023435,0.001789443,0.03164918],"category_scores_gemma":[0.001812513,0.0002233367,0.0003336698,0.001794479,0.007416698,0.006514739,0.006993562,0.003654519,0.009167699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003300483,"about_ca_system_score_gemma":0.002783768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441121,"about_ca_topic_score_gemma":0.006357817,"domain_scores_codex":[0.9992148,0.0003063279,0.00002865174,0.00009968046,0.0001638516,0.0001865581],"domain_scores_gemma":[0.9993941,0.0001793542,0.00004588432,0.0001162908,0.0001076973,0.000156669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005168115,0.00005544646,0.0007450369,0.0002198598,0.000007466294,0.0004233423,0.02972586,0.00012103,0.0002397356,0.7140534,0.1955558,0.05880137],"study_design_scores_gemma":[0.000003071725,0.00001033987,0.0002396354,0.0001616593,0.000001616522,0.0001264406,0.003288124,0.00001550756,0.00005499883,0.01387025,0.9822254,0.000002816212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006287467,0.04061775,0.0006344844,0.01313208,0.003547708,0.00002476705,0.00007471709,0.0001027385,0.9355783],"genre_scores_gemma":[0.09243037,0.01954581,0.0005656822,0.007035003,0.001525608,0.00007513139,0.0001206691,0.0001196761,0.8785821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03164918,"threshold_uncertainty_score":0.105877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07193454105326495,"score_gpt":0.4078945022015874,"score_spread":0.3359599611483224,"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."}}