{"id":"W2004096977","doi":"10.1080/00905990802415842","title":"The Scholar as Nation-Builder, or as Advisor and Advocate: Remarks Delivered by Paul Robert Magocsi (Chair of Ukrainian Studies, University of Toronto) for the Special Panel “Paul Robert Magocsi on the Scholar as a Nation-Builder” at the ASN 2007 World Convention, Columbia University","year":2008,"lang":"en","type":"article","venue":"Nationalities Papers","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ukrainian; Czech; Nationality; Romanian; Identity (music); Art history; Classics; Sociology; Art; Political science; Religious studies; Law; Immigration; Philosophy; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006478416,0.001089126,0.001027997,0.0007265315,0.02098561,0.01363746,0.00231217,0.01643005,0.004385581],"category_scores_gemma":[0.01172008,0.0006474606,0.0005421002,0.001448724,0.01092738,0.007321507,0.003730696,0.01839858,0.001530161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0201657,"about_ca_system_score_gemma":0.01150505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1996167,"about_ca_topic_score_gemma":0.3980795,"domain_scores_codex":[0.9950696,0.002181731,0.0002547244,0.0009118404,0.0007648378,0.0008172306],"domain_scores_gemma":[0.9933801,0.003619085,0.0004025996,0.0002022444,0.001247492,0.001148583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001692255,0.000008514605,0.0002295866,0.00007618956,0.000007424219,0.0001260588,0.008489702,0.00002780335,0.00009439034,0.02748377,0.9602787,0.003160836],"study_design_scores_gemma":[0.00001111602,0.000009374499,0.001043219,0.0002060646,0.00001017142,0.00009724236,0.01596146,0.00004681835,0.000194519,0.003539043,0.9788411,0.00004001001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001205891,0.02569922,0.0001249162,0.9507754,0.01309017,0.00001506666,0.00005625405,0.00002080943,0.009012201],"genre_scores_gemma":[0.07794519,0.02234843,0.0007508968,0.7833135,0.02348967,0.00008576145,0.00005142466,0.0001394436,0.09187572],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1996167,"threshold_uncertainty_score":0.3969097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349186625687554,"score_gpt":0.2666139165941112,"score_spread":0.2316952540253558,"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."}}