MétaCan
Menu
Back to cohort

Preface

2024· article· en· W4399352592 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Physics Conference Series · 2024
Typearticle
Languageen
FieldEngineering
TopicIntegrated Energy Systems Optimization
Canadian institutionsnot available
Fundersnot available
KeywordsPhilosophy

Abstract

fetched live from OpenAlex

Available on the latest research progress of clean energy and power generation technology, this paper volume gathers a bunch of papers collected from 2023 8 th International Conference on Clean Energy and Power Generation Technology (CEPGT 2023), held via virtual form in Zhuhai, China during December 15 th to 17 th , 2023. The Conference was attended by about 100 delegates around the globe. In the opening ceremony speech, all academicians, experts and scholars were welcomed to attend the Conference and to share insightful speeches and presentations. Then in the keynote speech part, Prof. Marc A. Rosen (Ontario Tech University, Canada), Prof. Haiping Yang (Huazhong University of Science and Technology, China), Prof. Qinmin Yang (Zhejiang University, China), Prof. Qiang Lu (North China Electric Power University, China) and other professors made wonderful academic reports on international frontier hot spots. Apart from the keynote speeches, oral and poster presentation parts were also held and displayed by various scholars, leading to a warm atmosphere of academic discussion. We received a number of submissions from the Conference. After rigorous review and review rebuttal process by related top experts, various excellent papers were accepted and included in this paper volume. These papers cover many topics of the Conference theme, including Energy Security and Clean Use, Energy Conservation and Emission Reduction, Biomass Energy Engineering, Hydroelectric Power Generation, Solar Photovoltaic Power Generation System, etc. The works of this volume can promote the development of clean energy and power generation technology, and thereby enhance scientific information interchange among scholars from top universities, research centers and high-tech enterprises working all around the world. Featuring the most cutting-edge research directions and achievements related to clean energy and power generation technology, this Conference provided the most comprehensive research in related fields and a more comprehensive understanding of the latest results of cross researches in the fields. Meanwhile, it also helped researchers and engineers understand the research frontier, as well as discover the solutions to potential problems. We would like to acknowledge the authors for their contributions and the reviewers for their time to review the submissions. We are thankful to all the committee members and advisors of this volume. Finally, our appreciation also goes to the editors and members of Journal of Physics: Conference Series for their efforts in publishing this volume. We hope that it will serve as a reference for researchers and practitioners in academia and industry in the areas related to clean energy and power generation technology. The Committee of CEPGT 2023 List of Committee Member is 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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.962
Threshold uncertainty score0.278

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 head0.011
GPT teacher head0.207
Teacher spread0.196 · 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 designBench or experimental
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Physics Conference SeriesSame topicIntegrated Energy Systems OptimizationFrench-language works237,207