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Record W4409118525 · doi:10.1093/naaqua/vrae006

Success of two methods for long distance transport and fertilization of Bull Trout

2025· article· en· W4409118525 on OpenAlexafffundabout
Benjamin C. Kissinger, Fonya Irvine, Andrew J. Chapelsky, Neil J. Mochnacz

Bibliographic record

VenueNorth American Journal of Aquaculture · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicSoil erosion and sediment transport
Canadian institutionsFisheries and Oceans CanadaConcordia UniversityUniversity of Calgary
FundersFisheries and Oceans CanadaForest Resource Improvement Association of AlbertaCanadian Food Inspection AgencyGovernment of Manitoba
KeywordsBiologyTroutHuman fertilizationFisheryZoologyAgronomyFish <Actinopterygii>

Abstract

fetched live from OpenAlex

ABSTRACT Objective The use of captive breeding programs for the conservation of freshwater fishes, be it for research or reintroduction, is becoming more common. Interspecific differences in rearing ecology make applying common rearing techniques difficult for threatened species. This becomes increasingly difficult for species in remote areas, as accessing fish for hatchery propagation can take longer. Bull Trout Salvelinus confluentus has recently been listed as threatened in Alberta and is garnering greater consideration for artificial propagation. Currently, there are no active hatchery programs for Bull Trout, and historically, very few attempts have occurred with limited success. The goal of this research was to establish a laboratory population of Bull Trout and compare the effectiveness of delayed and same day fertilization when transporting gametes or embryos over large distances. Methods Here, eggs were either fertilized in the field prior to transport (field) or 1 d after transport (green). Both treatments were collected from Smith-Dorrien Creek, Alberta, and transported to Winnipeg, Manitoba, by airplane (approximately 1,300 km). Differences between treatments were tested using a binomial generalized linear model. Results Fertilization rates were similar and high (>99%) for both treatments, and our model did not detect a significant treatment effect. Although a significant treatment effect was not observed, the green treatment had 10% lower survival over the duration of the experiment. The greatest mortality rates were observed at the swim-up stage in both treatments. Conclusions Both methods had similar fertilization rates and high survival to the fry stage (green = 36% and field = 46%). The results suggest that both methods are viable options when transporting Bull Trout gametes or embryos long distances for species recovery and research purposes.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.013
GPT teacher head0.305
Teacher spread0.292 · 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 designBench or experimental
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

Citations1
Published2025
Admission routes3
Has abstractyes

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