MétaCan
Menu
Back to cohort
Record W7031839222

9638629738

2008· other· hu· W7031839222 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Debrecen Electronic Archive (University of Debrecen) · 2008
Typeother
Languagehu
FieldEnvironmental Science
TopicLand Use and Ecosystem Services
Canadian institutionsnot available
Fundersnot available
KeywordsState (computer science)Work (physics)Scope (computer science)Action (physics)Quality (philosophy)
DOInot available

Abstract

fetched live from OpenAlex

Történet Szentgotthárdtól a Csendes-óceán partjáig. A szerző a Soproni Erdőmérnöki Egyetem hallgatója volt, amikor kitört a forradalom. Diáktársaival már az első hónapokban fegyvert fogott, így nem csoda, hogy hazáját 1956. november 4-én el kellett hagynia. Külföldi életútja Ausztriában kezdődött, majd Kanada menekülttáborai következtek. Tanulmányait 1957 őszén a British Columbia-i Egyetemen folytatta, ahol erdőmérnöki diplomát szerzett. Jelenleg a Vancouver-sziget keleti részén, Parksville közelében él. Az Elsodort falevelek Bölecz Béla naplói alapján íródott. Olvashatunk benne a háború kitöréséről és befejezéséről, a Rákosi-féle diktatúra összeomlásáról, az 56-os forradalom kitöréséről, az azt követő menekülésről, az emigrációs élet kezdeti nehézségeiről, majd arról, hogyan vert gyökeret az író az Újvilág kemény talajába.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.024
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0030.001
Scholarly communication0.0060.003
Open science0.0020.004
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.9760.978

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 head0.004
GPT teacher head0.147
Teacher spread0.142 · 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.

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
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of Debrecen Electronic Archive (University of Debrecen)Same topicLand Use and Ecosystem ServicesFrench-language works237,207