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Voyages to Kitchi Gami: The Lake Superior National Marine Conservation Area and Regional Tourism Opportunities in Canada's First National Marine Conservation Area

2010· article· en· W2024671267 on OpenAlex
Raynald Harvey Lemelin, Rhonda Koster, Izabella Woznicka, Kirstine Metansinine, Hoss Pelletier

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

VenueTourism in Marine Environments · 2010
Typearticle
Languageen
FieldEnvironmental Science
TopicPolar Research and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsTourismGeographyShoalFishingRecreationStakeholderFisheryMarine protected areaCultural heritageMarine conservationWildlife tourismEnvironmental planningProtected areaEnvironmental resource managementEcotourismEnvironmental protectionPolitical scienceEcologyArchaeologyOceanographyHabitat

Abstract

fetched live from OpenAlex

With a substantial amount of natural (e.g., islands, estuaries, shoals) and cultural (e.g., pictographs, lighthouses, shipwrecks) heritage, the Lake Superior National Marine Conservation Area (LSNMCA), located in Northwestern Ontario, is a protected area steeped in history. Apart from a few exceptions, this region of Ontario has lacked the opportunity to capitalize on potential tourism and recreational opportunities. An historic overview of the region highlights past tourism achievements, such as brook trout fishing in the Nipigon River, and the Rossport Fish Derby, and indicates new tourism opportunities in Northwestern Ontario (e.g., sailing regattas and kayak symposia). The significance of tourism in a region largely dependent upon mining and forestry is also highlighted. The article then reviews the potential role of the LSNMCA in regional tourism development by utilizing Kelleher's levels of stakeholder engagement framework. Although stakeholder involvement in the LSNMCA, according to Kelleher's model, requires further work, the establishment of this protected area (the very first of its kind in Canada) appears to be engaging stakeholders in regional tourism development.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.576
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0100.000

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 head0.026
GPT teacher head0.223
Teacher spread0.197 · 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