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Record W6998909716

Besökarpåverkan hos lodjur (Lynx lynx) på djurpark

2022· other· en· W6998909716 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEpsilon Archive for Student Projects (University of Southampton) · 2022
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsVisitor patternQuarter (Canadian coin)Affect (linguistics)PreferenceClothingSampling (signal processing)
DOInot available

Abstract

fetched live from OpenAlex

Zoo visitors can affect captive animals in a negative, neutral or positive way. To achieve great
\nwelfare for the animals we need a better understanding of how visitors influence their behaviours.
\nThe Eurasian lynx (Lynx lynx) is not as studied as other Felidae and there is a lack of knowledge on
\nhow to manage stereotypies, such as pacing. This study analysed the behaviours of three captive
\nlynx: a mother and her two one year old cubs, regarding visitor effect. Their enclosure was divided
\ninto three zones and the behaviours categorised into active and inactive behaviours. The study
\nmonitored the lynxes over nine days with a focal observation on all three animals simultaneously,
\nand the behaviours were registered with instantaneous sampling each minute during a total of 268
\nminutes. The lynxes spent most of their time laying down, walking and sleeping, and the mother
\nspent a quarter of her time pacing. The results also indicate no difference in active or inactive
\nbehaviours regarding visitor numbers. They spent most of their time in the zone furthest away from
\nvisitors, but also more time in the zone closest to visitors when there were many people around the
\nenclosure. The lynxes were also more visible with many visitors in sight. Their choosing for what
\nzone to be in is most likely related to preference and what resources, like resting places, that exist
\nthere. There also seemed to be individual differences in how the animals were affected by visitors,
\nsince one of the cubs tended to stay further in the enclosure. Regarding the stereotypies, further
\nresearch is needed to determine how to help lynxes and other Felidae to improve their welfare in a
\ncaptive environment.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.026
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0030.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0040.003
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0200.002

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 head0.020
GPT teacher head0.251
Teacher spread0.232 · 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