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Record W2004096977 · doi:10.1080/00905990802415842

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

2008· article· en· W2004096977 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueNationalities Papers · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicEastern European Communism and Reforms
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsUkrainianCzechNationalityRomanianIdentity (music)Art historyClassicsSociologyArtPolitical scienceReligious studiesLawImmigrationPhilosophyAesthetics

Abstract

fetched live from OpenAlex

The Czech philosopher Tomáš G. Masaryk was a scholar and nation-builder; the Romanian historian Nicolae Iorga was a scholar and nation-builder; the Ukrainian historian Mykhailo Hrushevs'kyi was a scholar and nation-builder; Paul Robert Magocsi is a scholar but not a nation-builder. Unlike the first three distinguished figures, the North American Magocsi never lived in any country among any people that was in need of being “built.” At best he may be considered an advocate or a promoter of a nationality; that is, a people in search of a distinct identity recognizable to themselves and to others.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.456
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0080.002
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.035
GPT teacher head0.267
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it