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Record W4392831366 · doi:10.62609/ks.v47i47.3702

Beteja e Llapashticës (24-27 dhjetor 1998) - Versioni i memoareve të luftëtarëve të zonës operative të Llapit

2024· article· sq· W4392831366 on OpenAlexaff
Skënder Zhitia

Bibliographic record

VenueKosova · 2024
Typearticle
Languagesq
FieldEconomics, Econometrics and Finance
TopicBalkan and Eastern European Studies
Canadian institutionsKootenay Association for Science & Technology
Fundersnot available
KeywordsPhysicsStereochemistryCombinatoricsChemistryMathematics

Abstract

fetched live from OpenAlex

Kujtimet e luftëtarëve ndër luftëra, iu kanë shërbyer studiuesve të fushave të ndryshme, përfshirë edhe studiuesit e historisë. Gjatë luftës së viteve 1998-1999, Ushtria Çlirimtare e Kosovës (UÇK) zhvilloi luftime e operacione që karakterizohen me jehonën dhe peshën e tyre në opinionin e brendshëm dhe atë ndërkombëtar. Një ndër betejat më të njohura është ajo e Llapashticës, e zhvilluar më 24-27 dhjetor 1998 ndërmjet forcave të UÇK-së dhe forcave ushtarako-policore serbe. UÇK-ja në këtë betejë, pos që u përballë me forca të shumta serbe, si ato ushtarako-policore dhe paraushtarake u përballë edhe me të ftohtit me ngrica të larta.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), 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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.552
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.068

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 head0.038
GPT teacher head0.236
Teacher spread0.198 · 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
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

Citations0
Published2024
Admission routes1
Has abstractyes

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