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Record W7067674123

Lõimitud õpe Eesti riigigümnaasiumites: levimus, praktika ja õpetajate uskumused

2025· dissertation· et· W7067674123 on OpenAlexaboutno aff

Bibliographic record

VenueDSpace repository (University of Tartu) · 2025
Typedissertation
Languageet
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsEstonianState (computer science)Quarter (Canadian coin)Community of practice
DOInot available

Abstract

fetched live from OpenAlex

Infoleht Lõimitud õpe Eesti riigigümnaasiumites: levimus, praktika ja õpetajate uskumused Lõimitud õppe eesmärk on luua õpilastes terviklikke ja elulähedasi õpikogemusi, et toetada jätkusuutlikkust ja teisi ühiskondlikke eesmärke.Magistritöö eesmärk oli välja selgitada, milline on lõimitud õppe levimus Eesti riigigümnaasiumites, et mõista, millised organisatsiooni ja õpetajatega seotud tegurid soodustavad või takistavad lõimitud õppe rakendamist ja milliseid lahendusi lõimitud õpet praktiseerivad riigigümnaasiumid pakuvad.Uuringu andmeid koguti küsimustiku abil, millele vastas 18 riigigümnaasiumit ja täiendavalt viidi läbi nelja küsimustikule vastanud kooliga poolstruktueeritud intervjuud.Andmete analüüsil kasutati kombineeritud segameetodit.Tulemused näitavad, et vähemalt veerand riigigümnaasiumitest lõimivad igapäevaselt ainekavu, õpetajad peavad oluliseks lõimitud õppel organisatoorset tuge ja koostöist kollektiivi.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.023
GPT teacher head0.184
Teacher spread0.161 · 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 designObservational
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
Published2025
Admission routes1
Has abstractyes

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