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Preface

2025· article· W4416954014 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Physics Conference Series · 2025
Typearticle
Language
FieldEngineering
TopicMuon and positron interactions and applications
Canadian institutionsnot available
Fundersnot available
KeywordsCzechScope (computer science)BeautyChina

Abstract

fetched live from OpenAlex

The 20 th International Conference on Positron Annihilation (ICPA20) was held from June 1 to June 6, 2025, at the Kagawa International Conference Hall and Sunport Hall Takamatsu in Takamatsu City, Kagawa Prefecture, Japan. Due to the COVID-19 pandemic, the previous ICPA19 was held online, making this the first in-person meeting in seven years. ICPA aims to cover both fundamental and emerging topics in all aspects of positron and positronium (Ps) annihilation, providing opportunities for knowledge exchange and collaborations. In particular, I encouraged young researchers and PhD students to broaden their perspectives and expand the scope of their research. I hope that many researchers enjoyed a meaningful and productive time in Takamatsu, a city renowned for its scenic beauty and plenty of fresh food. The number of participants was 125 (58 domestic and 67 international: China 16, Germany 13, Italy 11, Poland and France 5 each, USA and Czech Republic 4 each, Finland, Canada, and Israel 3 each, the UK and Slovakia 2 each, Austria, Australia, Switzerland, India, and Ukraine 1 each), plus 9 accompanying persons. List of International Advisory Committee, Local Organizing Committee, Secretary and Editors of the Proceedings 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.960
Threshold uncertainty score0.649

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.015
GPT teacher head0.270
Teacher spread0.255 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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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