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Record W4407798253 · doi:10.3389/frsut.2025.1571630

Corrigendum: “My Jijii would always tell me: We're getting you ready. We're getting you ready”: Indigenous presencing in adventure tourism

2025· erratum· en· W4407798253 on OpenAlexaff
Bobbi Rose Koe, Keira A. Loukes

Bibliographic record

VenueFrontiers in Sustainable Tourism · 2025
Typeerratum
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsLakehead UniversityYukon University
Fundersnot available
KeywordsAdventureIndigenousTourismHistoryArt historyEcologyBiologyArchaeology

Abstract

fetched live from OpenAlex

Corrigendum on: Koe BR and Loukes KA (2024) "My Jijii would always tell me: We're getting you ready. We're getting you ready": Indigenous presencing in adventure tourism. Front. Sustain. Tour. 3:1414416. In the published article, there was an error in Figure 1 as published. The Gwich'in names of the rivers were not included in this published version of the map. The correct version of Figure 1 and its caption: Figure 1. Peel Watershed and some of its associated rivers. Source: Lakehead University Geospatial Data Centre. appear below.The original article has been updated.Reminder: Figures, tables, and images will be published under a Creative Commons CC-BY licence and permission must be obtained for use of copyrighted material from other sources (including re-published/adapted/modified/partial figures and images from the internet). It is the responsibility of the authors to acquire the licenses, to follow any citation instructions requested by third-party rights holders, and cover any supplementary charges.End of template, if you would like to request a correction for a reason not seen here, please contact the journal's Editorial Office

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)0.006
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesMeta-epidemiology (narrow), Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.424
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.002
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0040.004
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0040.002
Research integrity0.0070.011
Insufficient payload (model declined to judge)0.0000.000

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 head0.262
Teacher spread0.249 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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