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Record W6931224636 · doi:10.5281/zenodo.4242888

TATA KELOLA DAN PUBLISHING MANAGEMENT OPEN JOURNAL SYSTEM

2020· article· id· W6931224636 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2020
Typearticle
Languageid
FieldComputer Science
TopicData Analysis with R
Canadian institutionsnot available
Fundersnot available
KeywordsLicensePublicationPublishing

Abstract

fetched live from OpenAlex

Open Journal System (OJS) adalah sistem manajemen jurnal dan penerbitan online yang telah dikembangkan oleh Public Knowledge Project melalui upaya yang didanai pemerintah federal untuk memperluas dan meningkatkan akses pada penelitian. Proyek ini merupakanhasil kerjasama antara Faculty of Education di University of British Columbia, The Simon Fraser University Library, The School of Education at Stanford University, dan The Canadian Centre for Studies in Publishing at Simon Fraser University. OJS adalah perangkat lunak open source yang tersedia bebas untuk jurnal di seluruh dunia, sebuah pilihan yang layak untuk pengelolaan jurnal, dengan akses terbuka dapat meningkatkan pembaca sebuah jurnal dan juga kontribusinya terhadap kepentingan publik dalam skala global. OJS merupakan GNU Public License yang berarti seluruh salinan dokumennya bebas digunakan dengan tetap mempertahankan lisensi yang sama. Selain untuk penerbitan jurnal secara online, OJS juga menyediakan fitur untuk Ready to Publish (Jurnal yang siap dipublikasikan).

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Insufficient payload (model declined to judge)
Consensus categoriesOpen science, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.946
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0050.000
Scholarly communication0.0640.007
Open science0.0180.027
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.022

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 head0.072
GPT teacher head0.260
Teacher spread0.188 · 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