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Record W6921084893 · doi:10.6084/m9.figshare.21952626

Table S1;Table S2 from Long-term satellite tracking reveals patterns of long-distance dispersal in juvenile and adult Arctic foxes (<i>Vulpes lagopus</i>)

2023· article· en· W6921084893 on OpenAlexaboutno aff

Bibliographic record

VenueOpen MIND · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicWildlife Ecology and Conservation
Canadian institutionsnot available
Fundersnot available
KeywordsBiological dispersalJuvenileTable (database)ArcticSatellite trackingPredation

Abstract

fetched live from OpenAlex

Results of the statistical analyses testing the effect of sex on movement metrics during the transience stage of adult Arctic foxes undertaking breeding long-distance dispersal from Bylot Island (Nunavut, Canada). Superscripts indicate use of a permutation test because of non-normality of the data (1), or sample size reduced to n = 26 for All LDD (2).;ID, life stage, sex, and movement status of 170 individuals (148 adults and 22 juveniles) tracked to analyse long-distance dispersal of Arctic foxes from Bylot Island (Nunavut, Canada) between 2007 and 2021. Resident: territory holder; Transient: not a resident (removed from analyses); SDD: short-distance disperser (individual settled < 80 km from initial range); LDD: long-distance disperser (individual moved ≥ 80 km away from its territory with no permanent return); Interrupted LDD: individual may have started to disperse but nature of the movement unconfirmed because of collar failure or fox death (see Note); Removed from analyses: individual removed from analyses as tracking was too short due to premature collar failure or fox death (see Note).;Dynamic display of the transience phase of long-distance dispersal performed by 27 adult and 10 juvenile Arctic foxes equipped with Argos Platform Terminal Transmitters on Bylot Island (Nunavut, Canada) from 2007-2021. Each path line starting from Bylot Island represents one individual.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.410
Threshold uncertainty score0.841

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.008
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.4100.075

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 head0.021
GPT teacher head0.262
Teacher spread0.241 · 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.

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 routes1
Has abstractyes

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