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Record W3134911689 · doi:10.1002/elsa.202060001

Fully charged: <i>Electrochemical Science Advances</i>

2021· article· en· W3134911689 on OpenAlexaff
Rüdiger‐A. Eichel, Timo Jacob, Petr Krtil, Sabine Kuss, Brian P. Johnson

Bibliographic record

VenueElectrochemical Science Advances · 2021
Typearticle
Languageen
FieldEngineering
TopicFuel Cells and Related Materials
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsElectrosynthesisNanotechnologyElectrochemical energy conversionSupercapacitorElectrochemical energy storageEnergy storageElectrochemistryProcess engineeringMaterials scienceEngineeringChemistryPower (physics)PhysicsElectrode

Abstract

fetched live from OpenAlex

Electrochemistry is the key enabling technology for driving the many systems that are shaping the world today and, even more importantly, our future. The impact of electrochemical science goes well beyond the concepts of direct electrification of our energy system, enabled by electric energy-storage and energy-release systems such as batteries, supercapacitors, and fuel cells. Electrochemistry also allows to feed renewably generated power into industrial key sectors that cannot directly be electrified by means of the power-to-fuels and power-to-chemicals concept. Electrochemical conversion by electrolysis and electrosynthesis thus stands in the center of sustainable value chains for a de-fossilization of chemical industry. Electrochemical processes moreover stand behind the development of the main components of many sensor devices and other analytical techniques. Electrochemical processes furthermore find application in a wide range of fields including catalytic systems, organic synthesis, metal coatings, water treatment, and biomedicine, among others. The importance of these applications is also reflected in the vigorous activity from fundamental electrochemistry to electrochemical process engineering. We are, therefore, pleased to introduce Electrochemical Science Advances (ELSA), an international, interdisciplinary, and fully open-access journal. The journal is a forum for the entire electrochemistry community and is intended as a journal of choice for researchers coming from the varied scientific branches that incorporate electrochemical techniques. The journal covers the entire breadth of electrochemical sciences, including bioelectrochemistry, electrosynthesis, electroanalytical science, energy conversion/storage, materials science/coatings, engineering, and all areas in between as well as adjacent and emerging areas. As an open-access journal, ELSA supports the principles of open research. As part of this, research articles include a data availability statement that helps interested readers know whether to check a repository, see the supporting information, or reach out to the research labs when looking for the primary scientific data. The editor team is committed to a fair and efficient editorial process. We would like to thank all reviewers who have already taken the time to evaluate manuscripts for ELSA, even during the difficult months of sudden lockdowns and online teaching during 2020 and beyond. We are especially pleased to announce that, as of late 2020, ELSA is an official journal of Chemistry Europe (www.chemistry-europe.org), an association of 16 chemical societies from 15 European countries, representing over 75,000 chemists. As part of the Chemistry Europe family, ELSA is a sister journal of Angewandte Chemie, Chemistry-A European Journal, ChemElectroChem, ChemPhysChem, and Batteries & Supercaps. The editorial team at ELSA is supported by an outstanding Editorial Advisory Board, which includes prominent researchers from around the world representing a wide range of expertise on electrochemistry techniques and applications. Table 1 gives a complete list of ELSA's board members. We thank them for all their efforts in starting this new journal, and we look forward to working with each member going forward. We thank the authors who have already supported ELSA by contributing their articles during the launch phase. We look forward to feedback and suggestions, and to serving our readers and community. And we look forward to your next submission.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.315
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0000.001
Scholarly communication0.0000.002
Open science0.0010.000
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 head0.003
GPT teacher head0.215
Teacher spread0.212 · 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 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
Published2021
Admission routes1
Has abstractyes

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