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Record W7024159160

Questions of Recognition? Critical Investigations of Citizenship and Culture in Multicultural Canadian Writing

2019· article· en· W7024159160 on OpenAlexaboutno aff

Bibliographic record

VenueOPUS (Augsburg University) · 2019
Typearticle
Languageen
FieldComputer Science
TopicPrivacy-Preserving Technologies in Data
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismCitizenshipImmigrationCultural diversity
DOInot available

Abstract

fetched live from OpenAlex

ZusammenfassungIm Kontext der Neuentdeckung und Diversifizierung von Staatsbrgerschaftskonzepten in den 1990er Jahren ist cultural citizenship' zu einem Schlagwort geworden.Die entsprechenden Debatten gewannen zunehmend an Bedeutung durch die wachsende Mobilitt von Menschen, Gtern und Ideen, die die Fragen nach den Grundlagen und Grenzen von Gesellschaften sowie nach individuellen und Gruppenrechten noch dringlicher werden lie.Die wiederbelebte Bedeutung von Konzepten von citizenship' ging zeitgleich einher mit dem Hhepunkt der Debatten um Ethnizitt, Identitt und Identittspolitik in den Kulturwissenschaften. Einen zentralen philosophischen Rahmen bildete dabei die Debatte um individuelle und kollektive Anerkennung.Diese Fragen spielen eine wichtige Rolle fr das kontextsensitive Verstndnis multikultureller Literaturen,

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 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)0.000
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.258
Threshold uncertainty score0.788

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0030.003
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.240
Teacher spread0.215 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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

Citations1
Published2019
Admission routes1
Has abstractyes

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