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How to Approach the “Other”? Historical Arguments in the Slovak Debate on Asylum

2022· article· en· W4283267927 on OpenAlexvenueno aff
Eva-Maria Walther

Bibliographic record

VenueHungarian Studies Review · 2022
Typearticle
Languageen
FieldHealth Professions
TopicRomani and Gypsy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSlovakEmigrationRefugeeMulticulturalismDiversity (politics)EthnographySociologyPeriod (music)Political scienceEpistemologyLawAestheticsPhilosophyAnthropologyCzech

Abstract

fetched live from OpenAlex

Abstract In Slovakia as in other Visegrád countries, the question of whether to accept asylum seekers polarized the public sphere in 2015 and continues to cause controversy, with proponents and opponents standing irreconcilably against each other. This article focuses on historical encounters with otherness that are recounted and utilized argumentatively in this debate, examining the diverging cultural approaches to difference that underlie the two positions. Building on ethnographic fieldwork in the Slovak asylum system, and taking a close look at public discourse, the article analyzes the four historical references that are deployed most frequently in such arguments: the Ottoman conquest, the social situation of Roma, Slovak emigration, and multiculturalism in the interwar period. The interpretations of history generated from these episodes differ: not only in their moral evaluation of difference as something desirable or dangerous but also in their base assumption with respect to whether diversity is normal or an anomaly and whether it is something that can be prevented or reversed, as opposed to something that must be acknowledged and managed.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.219
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.211
GPT teacher head0.429
Teacher spread0.217 · 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.

Study designNot applicable
Domainnot available
GenreCommentary

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

Citations0
Published2022
Admission routes1
Has abstractyes

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