MétaCan
Menu
Back to cohort
Record W7132307806

„Sprache als Waffe“. Deutsch-tschechischer Sprachenwechsel im literarischen Leben in den böhmischen Ländern 1860–1890

2014· article· de· W7132307806 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

VenueASEP · 2014
Typearticle
Languagede
FieldArts and Humanities
TopicLinguistic research and analysis
Canadian institutionsnot available
Fundersnot available
KeywordsCzechSubject (documents)Identity (music)Ethnic groupQuarter (Canadian coin)Linguistic analysisReflexive pronoun
DOInot available

Abstract

fetched live from OpenAlex

The efforts to create an explicite monolingual identity in the Czech lands starting from the first quarter of the 18th century were a subject of discussion for the educated elites, with some declaring them and some criticizing them, though it was also a priori demanded and sanctioned. The language switch symbolized, and also formed the foundation for, a cultural and ethnic transformation of identities and loyalties. This contribution is an attempt, built off of selected examples (e.g. by S. Kapper, F. Mikovec, A. Springer, A. Waldau, V. K. Sembera/Schembera), to verify the connections among several authors of both languages finding their place in the Czech lands’ cultural and literary life, and the above-mentioned theory on the genesis of ethnicity. Meanwhile he places the following questions at the forefront of his considerations: what was the motivation, meaning, and course of the language switch? How was the linguistic practice of literary writing disciplined and later monitored? Even though the examples analyzed serve here as a pars pro toto, a study should give reason to raise, more general questions about the reach and the various meanings (individual, cultural, social, and political) of the language switch and linguistic behavior.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.815
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0100.007

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 head0.031
GPT teacher head0.280
Teacher spread0.249 · 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