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Record W4409628841 · doi:10.1007/s00227-025-04639-y

Lunar synchrony and reproductive strategies of intertidal-breeding fishes

2025· article· en· W4409628841 on OpenAlexafffund
Aneesh P. H. Bose, Nick Brown, Karen M. Cogliati, Sigal Balshine

Bibliographic record

VenueMarine Biology · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicMarine and fisheries research
Canadian institutionsUniversity of VictoriaFisheries and Oceans CanadaMcMaster University
FundersFisheries and Oceans CanadaMcMaster UniversityNatural Sciences and Engineering Research Council of CanadaSveriges LantbruksuniversitetVetenskapsrådetUniversity of Victoria
KeywordsBiologyIntertidal zoneEcologyFishery

Abstract

fetched live from OpenAlex

Abstract When is the best time to breed? This is an important question, especially for fishes that breed in the intertidal zone, a dynamic habitat where conditions change rapidly and cyclically. Many intertidal fishes reproduce during the spring tides (during the new and full moons when tidal fluctuations are strongest). However, we use long-term field data to present a counter example, the toadfish, Porichthys notatus, which spawns more often during the neap tides (during the quarter moons when tidal fluctuations are weakest). We hypothesize that if a species’ reproduction involves time-consuming tasks, such as courtship, mate selection, nest preparation, and prolonged egg-laying, and if these activities must occur underwater, then such species will align their reproduction with neap tides rather than spring tides. To examine the prevalence of neap tide spawning, we conducted a comprehensive literature review to explore the diversity of reproductive strategies and timings in intertidal fishes. Because some species must leave the intertidal zone or find refuge when the tides recede, whereas others exhibit amphibious lifestyles and can even breathe air, we paid specific attention to different species’ requirements for submersion to perform their reproductive behaviours. We gathered data on 131 fish species and ultimately highlight a scarcity in data on reproductive timing in intertidal fishes. Our literature survey provides preliminary support for our hypothesis, and we now call on researchers to directly examine lunar synchrony of reproduction in intertidal fishes to better understand how reproductive strategies are shaped by the tides.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.011
GPT teacher head0.265
Teacher spread0.254 · 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 designObservational
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

Citations2
Published2025
Admission routes2
Has abstractyes

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