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Record W4401315513 · doi:10.1111/jfd.13999

Medicinal herbs, bioactives, phytochemicals and functional foods for health of aquatic species: Exploring a burgeoning focus for fish health sciences

2024· editorial· en· W4401315513 on OpenAlexaff
David J. Speare, Barbara F. Nowak, Heike Schmidt‐Posthaus, Saengchan Senapin

Bibliographic record

VenueJournal of Fish Diseases · 2024
Typeeditorial
Languageen
FieldHealth Professions
TopicDiverse Scientific Research Studies
Canadian institutionsUniversity of Prince Edward Island
Fundersnot available
KeywordsBiologyFish <Actinopterygii>Medicinal herbsNutraceuticalFunctional foodTraditional medicineFisheryFood scienceMedicine

Abstract

fetched live from OpenAlex

The discovery and subsequent commercial development of bioactive compounds has a rich history of beneficial impacts on human, plant and animal health. More recently, and as attested by numerous review articles, many research groups have been engaged in the quest of discovering how these naturally sourced products can enhance aquaculture production and reduce disease complications for commercially significant aquatic species. Finding alternatives to currently used antibiotics and antiparasitic agents is often described as an important benefit arising from these types of studies. Given the nature of these works, ranging from early prospecting of plants and crude extracts, through to formal tests of efficacy, both within laboratory and farm settings, results are finding their way to publication in journals spanning many discipline areas. Aquaculture and fish health journals are of course a prime location given the practical nature of these journals and the overarching themes of responsible aquaculture, sustainable productivity and evidence-based health management of aquatic species. Research groups, and lead authors of such papers, often reach out to the editorial team of the Journal of Fish Diseases (JFD) to determine whether their specific paper would be a good fit for the JFD, and we are always happy to work with author groups to help them find the right home for their specific planned submission. Although this often happens prior to a manuscript's submission, these discussions also unfold at the time of submission when the editorial team makes its early decision as to whether the scope of the journal and its areas of peer review and editorial strength would provide benefits to the paper and the authors. Papers on topics such as medicinal herbs can be challenging for the peer review process since many of these works are multidisciplinary, and for peer review to be complete and effective, we may need to seek out insights from biochemists, botanists, physiologists, pathogen specialists, statisticians and fish health experts. This breadth of peer review is often very challenging to arrange and coordinate and therefore extra time is often needed. If the core findings and key parts of the study sit outside of the areas of expertise of the JFD, we are likely to suggest a journal where the journal's scope and the paper's findings align. Although historically this might be considered a “desk rejection” and by its nature a bit disappointing to authors when the news is received, it would be better to think of this as a “constructive redirection” to ensure that authors benefit from a credible peer review and editing process. Authors are not well-served when a journal provides an incomplete peer review process, particularly if those selected to conduct the peer review are not experts in the main subject areas of the submitted manuscript. Recent advances in publishing sciences have made it much easier for authors to re-direct their paper to another journal. Often this can be done seamlessly, by a single keystroke, through programs such as ScholarOne without the need to make modifications to the manuscript's layout or referencing style. This practice is likely to become more common in the future as journals become part of cascade referral networks (a practice whereby journal editors collaborate with one another for the benefit of finding the best home for submitted research papers). We look forward to working with authors on submitted manuscripts dealing with natural products and look forward to learning more about the efforts of many dedicated scientists seeking new and better ways to manage health of aquatic species. The questions and thoughts outlined in the preceding section are meant to be soft-guidelines (rather than a prescriptive list) and perspectives that might help authors decide if the JFD is the right home for their work, and also to give authors an idea of some of the common problem areas that we encounter with submitted works. When a paper is “re-directed”, we hope that authors realize that this is meant to be constructive and a genuine attempt to help ensure that a manuscript will receive the depth of peer review consistent with what is expected by the scientific community. All authors have contributed to the writing equally. The authors attest that there is no conflict of interest.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.003
Scholarly communication0.0060.005
Open science0.0010.001
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0070.002

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 head0.189
GPT teacher head0.471
Teacher spread0.282 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

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

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