MétaCan
Menu
Back to cohort
Record W7047759487

Hrvatska u Europskoj Uniji : medijski aspekti

2025· article· hr· W7047759487 on OpenAlexaboutno aff

Bibliographic record

VenueFPZG (University of Zagreb) · 2025
Typearticle
Languagehr
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsCroatianQuarter (Canadian coin)Cover (algebra)Square (algebra)
DOInot available

Abstract

fetched live from OpenAlex

Sukobima prožeta povijest Europe potaknula je, još od nastanka koncepta države, osmišljanje raznih ideja o ujedinjenju u neku vrstu zajednice koja bi osigurala mir među narodima. Europska Unija kao najveća političko-ekonomska unija na kontinentu nastala je tek nakon svjetskih ratova i na poticaj SAD-a koji je u tim okolnostima razvojem prestigao Stari svijet. Kao takva, od osnivanja predstavlja željeni standard i poticaj razvoja u svim zemljama Europe, a danas broji 27 država članica. Republika Hrvatska pridružila se 2013. godine, a napori unije za oporavak zemlje od posljedica Domovinskog rata i prethodnih političkih režima te gospodarski i društveni napredak prisutni su od proglašenja nezavisnosti. Ipak, sam proces pridruživanja trajao je cijelo desetljeće, a usklađivanje i razvoj i dalje traju. Kroz cijelo to razdoblje hrvatski nacionalni identitet nailazio je na prepreke pri stvaranju nove slike na van, ali i unutarnje sukobe interesa.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.021
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.007
Science and technology studies0.0040.004
Scholarly communication0.0150.005
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0160.002

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 head0.008
GPT teacher head0.215
Teacher spread0.207 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueFPZG (University of Zagreb)Same topicMagnetic confinement fusion researchFrench-language works237,207