MétaCan
Menu
Back to cohort
Record W7000361448

Europa e Balcani fra integrazione, assmilazione e identità nazionali

2002· book-chapter· it· W7000361448 on OpenAlexaboutno aff

Bibliographic record

VenueArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) · 2002
Typebook-chapter
Languageit
FieldSocial Sciences
TopicBalkans: History, Politics, Society
Canadian institutionsnot available
Fundersnot available
KeywordsNova scotiaSubrogationShire
DOInot available

Abstract

fetched live from OpenAlex

I Balcani sono sempre stati frazioni di imperi diversi dai confini geografici ed etnici incerti, una fucina di rancori e instabilità. Migrazioni secolari hanno prodotto contaminazioni, forme originali di sincretismo che non aiutano a districare i noti etnico-nazionali in un modo che abbiano un fondamento storico e poggi sul diritto. Il fondamento dello “spirito Ottomano” è la differenza fra ethnos e genos. Negli enormi spazi aperti, dove si mescolavano popoli diversi che si definivano in base agli stili di vita associati alla lingua, alla religione, alla posizione ricoperta nella società. L’integrazione con l’Europa sembra essere una esplicita e sentita esigenza animata dall’aspirazione ad un maggior benessere il quale essendo strettamente legato al modello di sviluppo capitalistico liberale dell’occidente non è facilmente assimilabile né divisibile in una parte politico-sociale ed una economica

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 categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.677
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0030.003
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0020.002
Science and technology studies0.0060.012
Scholarly communication0.0010.002
Open science0.0050.002
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0100.008

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 head0.059
GPT teacher head0.247
Teacher spread0.188 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2002
Admission routes1
Has abstractyes

Explore more

Same venueArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)Same topicBalkans: History, Politics, SocietyFrench-language works237,207