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Record W7039322586

Managing Diversity through Non-Territorial Autonomy:\nAssessing Advantages, Deficiencies and Risks\nTove H. Malloy, Alexander Osipov, & Balázs Vizi (Eds.)\nOxford University Press, 2015, 336 pages

2016· article· sh· W7039322586 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUniversity of Zagreb University Computing Centre (SRCE) · 2016
Typearticle
Languagesh
FieldSocial Sciences
TopicMinority Rights and Languages
Canadian institutionsnot available
Fundersnot available
KeywordsAutonomyDiversity (politics)Order (exchange)Regional autonomyPublic policy
DOInot available

Abstract

fetched live from OpenAlex

The book -meant to be the first volume within a broader research project -explores the notions of non-territorial autonomy both by exploring the concept itself and by presenting different case studies from Europe and North America.Its ambition was to fill the gap in social sciences, in which much larger attention was given to the concept of territorial autonomy (TA), whereas forms of non-territorial autonomy (NTA) were inadequately explored, defined and evaluated.The main part of the book is divided into three parts, each presenting case studies corresponding to different forms of non-territorial autonomy: voice, quasi-voice and non-voice.While voice regards the self-governing policies for ethnocultural minorities, quasi-voice regards self-management minority institutions established under public and private law in order to help minorities preserve their culture, while non-voice pertains to symbolic policies without meaningful ethno-cultural autonomy.The first part of the book, presenting cases of voice, contains case studies of nonterritorial minority arrangements in Hungary, Croatia, Serbia and Slovenia, as well as the case of Sami parliaments in Finland, Norway and Sweden.The second part of the book, dedicated to examples of quasi-voice, presents the cases of minority educational self-management in Canada, institutions of autonomy for Sorbian people in Germany

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.304
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0050.003
Scholarly communication0.0000.002
Open science0.0020.004
Research integrity0.0010.001
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 head0.025
GPT teacher head0.248
Teacher spread0.223 · 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