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Record W2332989686 · doi:10.1021/jz500162r

Overcoming the Myths of the Review Process and Getting Your Paper Ready for Publication

2014· article· en· W2332989686 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Journal of Physical Chemistry Letters · 2014
Typearticle
Languageen
FieldArts and Humanities
TopicAcademic Writing and Publishing
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCitationMythologyComputer scienceLibrary scienceIconAltmetricsWorld Wide WebHistoryClassics

Abstract

fetched live from OpenAlex

T he flood of scientific papers published daily across all scientific disciplines has resulted in the majority of these articles receiving less reader attention than they deserve.It is getting increasingly difficult for readers to keep up with all of the published papers in his/her discipline.Even in the major scientific journals, nearly 75% of the published articles receive citations that are below the journal's impact factor, perhaps suggesting that many published papers do not receive sufficient attention from the average readership or simply they are not effective in communicating the results.(See, for example, Nature 2005, 435, 1003-1004.DOI: 10.1038/4351003b) Hence, it becomes the responsibility of the authors to take additional steps to make their paper effective as a scientific communication to a broad readership.A well-composed paper that can appeal to the general readership can draw favorable attention from editors and reviewers during the peer review process.(Tips on how to make your papers scientifically effective are available in an earlier editorial, "How to Make Your Next Paper Scientifically Effective" (http://pubs.acs.org/doi/abs/10.1021/jz4006916).We present in this Editorial some key steps in the review process for articles submitted to The Journal of Physical Chemistry Letters (JPCL) and provide some insight into how authors can work with the editors to improve their papers and facilitate their navigation through the peer review process.

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.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.652
Threshold uncertainty score0.200

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.025
GPT teacher head0.265
Teacher spread0.241 · 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