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Record W4321598192 · doi:10.1898/nwn22-02

FIRST RECORD OF MULTIPLE LEUCISM IN COASTAL TAILED FROG TADPOLES (ASCAPHUS TRUEI; ANURA: ASCAPHIDAE)

2023· article· en· W4321598192 on OpenAlexaffabout
Nick Parayko, Paul Sargent, Elke Wind, Erika Croken, Ross Stevenson, Kelly E. Courtney, Jody Bremner

Bibliographic record

VenueNorthwestern Naturalist · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicAmphibian and Reptile Biology
Canadian institutionsJacobs (Canada)
Fundersnot available
KeywordsMetamorphosisLarvaBiologyZoologyAlbinismEcologyHylaFishery

Abstract

fetched live from OpenAlex

Albinism is a chromatic disorder that inhibits melanin production and is rarely observed in natural populations, with occurrences often limited to only single individuals. Here, we report on the 1st documented case of multiple leucism in Coastal Tailed Frog (Ascaphus truei) tadpoles observed in a small stream in British Columbia, Canada. During intensive surveys of 21 streams in 2021, we captured 3 leucistic tadpoles (0.10% of all tadpoles captured) at the same site. Leucistic tadpoles lacked pigmentation on all body surfaces but possessed black eyes. Relative to individuals with typical coloration, leucistic tadpoles may be rarely observed due to higher mortality rates and delayed time to metamorphosis, but the effect of leucism on fitness is poorly understood.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.188
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.012
GPT teacher head0.226
Teacher spread0.214 · 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 teacher head, not a consensus.

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

Citations0
Published2023
Admission routes2
Has abstractyes

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