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Record W2156261353 · doi:10.1017/s0032247409990581

Northern exposure: opportunities and challenges for tourism development in Torngat Mountains National Park, Labrador, Canada

2010· article· en· W2156261353 on OpenAlex
Patrick Maher, Raynald Harvey Lemelin

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenuePolar Record · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicDiverse Aspects of Tourism Research
Canadian institutionsLakehead UniversityUniversity of Northern British Columbia
FundersParks CanadaLakehead University
KeywordsVisitor patternMandateTourismNational parkAgency (philosophy)TRIPS architectureGeographyRecreationPolitical scienceEnvironmental resource managementEnvironmental planningEnvironmental protectionSociologyEngineeringArchaeology

Abstract

fetched live from OpenAlex

ABSTRACT Torngat Mountains National Park (TMNP) is Canada's newest national park, and was established in 2005. The development of the park has mirrored a change in mandate for the agency that manages it, Parks Canada. Since 2005 Parks Canada has sought to focus on ‘proactively facilitate[ing] opportunities for meaningful and memorable visitor experiences’, complimentary to maintaining the protection of ecological integrity and providing education (Parks Canada 2005, no page numbers). Under the auspices of this new multi-faceted mandate, this research note will examine the current state of tourism in TMNP, and will also evaluate some of the opportunities and challenges for the future. Within Parks Canada's Visitor experience vision 2015 statement, understanding tourism delivery in the present and future are important components of its mission, as is engagement with external partners to assist in this process. The analysis of tourism development in TMNP for this note comes from the authors' two week research trips to the park in August 2008 and July 2009, undertaken to assist Parks Canada to evaluate their current visitor experience activities and future options.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.943
Threshold uncertainty score0.486

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.084
GPT teacher head0.299
Teacher spread0.214 · 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