MétaCan
Menu
Back to cohort

ÐÐÐЦÐÐТУÐÐЬÐÐ ÐÐРÐÐÐÐÐÐ ÐÐÐÐÐТÐÐÐРФÐÐ¥ÐÐЦЯ ÐÐ ÐÐÐÐСÐÐÐÐЯ ÐÐÐÐТÐРÐÐÐÐÐÐÐ¥ ÐÐСÐÐÐÐÐÐЬ

2013· article· ja· W2747392296 on OpenAlexaboutno aff
Vyacheslav Prikhodko

Bibliographic record

VenueUkrainian Journal of Ecology · 2013
Typearticle
Languageja
FieldSocial Sciences
TopicEducation and Social Development in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsLifelong learningLibrary scienceTaxonomy (biology)SociologyPolitical sciencePedagogyComputer science

Abstract

fetched live from OpenAlex

Приходько В.М. Концептуальні парадигми підготовки фахівця до здійснення моніторингових досліджень. У статті проаналізовані існуючі концептуальні парадигми підготовки фахівців до здійснення моніторингових досліджень. Особлива увага звертається на розвиток особистості як суб’єкта моніторингової діяльності. Сформульовані основні вимоги успішної підготовки фахівців до здійснення моніторингових досліджень. Ключові слова. Парадигма, інтелект, стиль навчання, компетентність. Литература Моляко В.О. Психологія творчості – нова парадигма дослідження конструктивної діяльності людини // Практична психологія та соціальна робота. – 2004. – №8. – С. 1-4. UNESCO World Report: Towards Knowledge Societies. Paris: UNESCO, 2005. – www.unesdoc.unesco.org/images/0014/001418/141843e.pdf . Key Competences for Lifelong Learning, A European Reference Framework, Implementation of «Education and Training 2010» Work programme, Working Group В «Key Competences», November. 2004. – 22 p. Раков С.А., Вашуленко О.П., Горех В.П., Миляник А.І., Пузирьов В.В. Три виміри логіко-математичної компетентності // Вісник. Тестування і моніторинг в освіті. – 2009. – №12. – С. 6-15. Bloom В., Englehart M. Furst E., Hill W., & Krathwohl D. (1956). Taxonomy of educational objectives: The classification of educational goals. Handbook I: Cognitive domain. New York, Toronto: Longmans, Green. Gardner, H. (1983).

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)0.024
metaresearch head score (Gemma)0.015
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Meta-epidemiology (broad), Science and technology studies, Scholarly communication, Open science, 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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.347
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0240.015
Meta-epidemiology (narrow)0.0110.012
Meta-epidemiology (broad)0.0160.009
Bibliometrics0.0100.012
Science and technology studies0.0110.013
Scholarly communication0.0060.011
Open science0.0190.005
Research integrity0.0100.016
Insufficient payload (model declined to judge)0.0590.024

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 head0.027
GPT teacher head0.316
Teacher spread0.289 · 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
Published2013
Admission routes1
Has abstractyes

Explore more

Same venueUkrainian Journal of EcologySame topicEducation and Social Development in UkraineFrench-language works237,207