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Record W4234204831 · doi:10.3998/mpub.93349

The Frontier of Loyalty

2005· book· en· W4234204831 on OpenAlexaboutno aff
Yossi Shain

Bibliographic record

VenueUniversity of Michigan Press eBooks · 2005
Typebook
Languageen
FieldSocial Sciences
TopicDiaspora, migration, transnational identity
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsLegitimacyOpposition (politics)LoyaltyScholarshipPolitical scienceMedia studiesSociologySocial scienceLaw

Abstract

fetched live from OpenAlex

Paperback edition of the pathbreaking book on the role of exiles in international relations, with a new foreword (including material on the war in Iraq). "In a world increasingly shaped by transnational organizations and processes, this is a timely and welcome subject, and Yossi Shain provides an informative overview." --Rogers Brubaker, Harvard University, in The American Journal of Sociology "Engrossing." --International Affairs "Mr. Shain is at his best stitching together information that hitherto had not been systematically related to analytical themes. . . . A major contribution to understanding the patterns and complexities of the politics of those at home abroad." --International Migration Review "The Frontier of Loyalty is the first comprehensive and theoretically oriented study of exile politics; the types of exile activity; the relation to both the home and host governments; and the difficulties and ambiguities of exile politics, particularly the struggle for legitimacy as spokesman for the opposition at home and for recognition from the outside." --- Juan J. Linz, Yale University "An ingenious and sensitive analysis of political exiles as 'voice from without,' which contributes to our understanding of the transnational character of contemporary politics." --- Aristide R. Zolberg, New School for Social Research "Drawing upon a wide literature on contemporary political exiles, Yossi Shain presents a sophisticated, learned and sensible survey of their place in political life today. More important, his meditation on the role of exiles proves such essential political categories as legitimacy, national loyalty, and opposition in the modern state. One test of any work of scholarship is whether it enhances our understanding of concepts that we have previously taken for granted. By this measure, Shain's book passes with flying colors." --- Michael R. Marrus, University of Toronto

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.024
Threshold uncertainty score0.081

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.005
Scholarly communication0.0080.007
Open science0.0010.003
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0240.006

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 head0.020
GPT teacher head0.233
Teacher spread0.214 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations57
Published2005
Admission routes1
Has abstractyes

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