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Preface: DIDFYZ 2025

2025· article· W4417109683 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Physics Conference Series · 2025
Typearticle
Language
FieldSocial Sciences
TopicScience Education and Pedagogy
Canadian institutionsnot available
Fundersnot available
KeywordsStrengths and weaknessesHigher educationComparative educationScientific literacyBildungEducation policyScience educationCritical thinking

Abstract

fetched live from OpenAlex

The education of the young generation is currently the focus of attention of all developed countries. A critical view of its results forces responsible officials to think about its improvement and changes. The reform of education in many countries was based on the awareness of the weaknesses and results of their own education system and, on the other hand, in an effort to be competitive in the modern world. The introduction of comparison of education results in the PISA and TIMS projects played a significant role in this. In addition to knowledge, the emphasis was placed mainly on reading, mathematical and scientific literacy. Many of the elements emerging in current reform efforts are supported by good results in the most advanced education systems, e.g. in Finland, Norway, Germany, England, Canada, the USA and other countries. Some reforms have also had negative findings and results. The basic goal of the DIDFYZ 2025 conference will be to reflect on the development of scientific literacy and especially critical thinking as an umbrella for the knowledge, methods and competencies that a student should have in individual educational concepts and their transformation in the new education reform. The idea of organizing regular international meetings of physicists who deal with education in physics arose in the seventies of the last century. The Department of Physics of Constantine the Philosopher University in Nitra took on the organizational role of the aforementioned conference on current problems of education in physics. It first organized a conference called DIDFYZ in 1977 in Bojnice. Other conferences were held in Nitra, in Račkova dolina in the Western Tatras, and from 2019 in Terchová. List of Committees are available in this PDF.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.705
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.073
GPT teacher head0.396
Teacher spread0.324 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
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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