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Record W7007735066

Ambassador Animal Welfare: Impact of Education Programs on Behavioral and Physiological Wellbeing

2023· dissertation· en· W7007735066 on OpenAlexfundaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2023
Typedissertation
Languageen
FieldVeterinary
TopicAnimal Behavior and Welfare Studies
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaMitacsConcordia University
KeywordsStressorAnimal welfareAffect (linguistics)Baseline (sea)Animal-assisted therapyProsocial behaviorWelfareAnimal behavior
DOInot available

Abstract

fetched live from OpenAlex

The welfare of ambassador animals – zoo animals that have direct contact with the public as part of education programs – is a priority issue, since these animals are potentially exposed to more stressors than exhibited animals. This study investigated if education programs generated more stress in eight ambassador species at the Zoo de Granby and the Ecomuseum Zoo in Québec, Canada. We compared activity treatments involving handling and/or transport to a baseline treatment without programmed activities and used fecal glucocorticoid metabolite (FGM) levels and activity budgets to measure physiological and behavioral stress, respectively. Overall, we found in camels (Camelus bactrianus) and opossums (Monodelphis domestica) that animal rides and zoo workshops, respectively, had higher FGM levels exceeding the baseline thresholds. The FGM levels varied depending on the ambassador’s total participation in programmed activities, so less used animals experienced acute stress sooner than most used ones. Undesirable behaviors, such as pacing and interaction with transparent boundaries, in some camels, armadillos, skinks, and pythons represented over 10 % of an individual’s activity budget, but the species’ mean did not exceed the threshold. Finally, the activity treatments significantly affected resting behaviors in birds, reptiles, and camelids without changing the activity rate between treatments. Overall, education programs did not significantly affect ambassadors’ welfare, but targeted individuals among the species were stressed. Our findings will benefit the zoological community for example, by providing baseline FGM levels for each ambassador species and contribute to improving the understanding of repetitive and stereotyped behaviors across multiple species.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.142
Threshold uncertainty score0.282

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
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 head0.096
GPT teacher head0.392
Teacher spread0.296 · 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

Citations0
Published2023
Admission routes2
Has abstractyes

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