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Record W3184981285 · doi:10.2993/0278-0771-41.2.122

Seeking a More Ethical Future for Ethnobiology Publishing: A 40-Year Perspective from <i>Journal of ethnobiology</i>

2021· article· en· W3184981285 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

VenueJournal of Ethnobiology · 2021
Typearticle
Languageen
FieldMedicine
TopicEthics in Clinical Research
Canadian institutionsUniversity of GuelphSimon Fraser University
Fundersnot available
KeywordsEthnobiologyPublishingScholarshipEnvironmental ethicsSociologyDiversity (politics)Perspective (graphical)Political scienceAnthropologyLawPhilosophyArt

Abstract

fetched live from OpenAlex

The academic publishing world is rapidly changing. These changes are driven by and have implications for a range of intertwined ethical and financial considerations. In this essay, we situate Journal of Ethnobiology (JoE) in the discourse of ethical publishing, broadly, and in ethnobiology, specifically. We consider it an ethical imperative of JoE to promote the core values of the field of ethnobiology as a platform for scholarship that is both rigorous and socially just. We discuss here the many ways JoE addresses this imperative, including issues of diversity, accessibility, transparency, and how these efforts contribute to our ongoing relevance. We find that JoE has achieved high ethical standards and continues to raise the bar in our field. However, the growing incongruity between monetary solvency and best practices could threaten JoE's longevity unless we keep adapting to the changing landscape. Looking to the future, we encourage all ethnobiologists to participate in the ongoing process of improving ethics in publishing, including careful consideration of where to publish precious ethnobiological knowledge.

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)0.014
metaresearch head score (Gemma)0.142
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesResearch integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.609
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.142
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0060.020
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 head0.275
GPT teacher head0.544
Teacher spread0.269 · 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