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Record W403803412 · doi:10.21832/9781845411473

Polar Tourism: An Environmental Perspective

2010· book· en· W403803412 on OpenAlexaff
Bernard Stonehouse, John M. Snyder

Bibliographic record

Venuenot available
Typebook
Languageen
FieldEnvironmental Science
TopicPolar Research and Ecology
Canadian institutionsLakehead University
Fundersnot available
KeywordsTourismWildernessArcticThe arcticPolarGeographyPerspective (graphical)Tourism geographyEcotourismEnvironmental planningOceanographyPolitical scienceGeologyEcologyArchaeologyComputer scienceBiologyPhysics

Abstract

fetched live from OpenAlex

Tourism throughout the world raises environmental issues that are often concerned with conflicting rights and responsibilities: the inherent right of mankind to travel, the no-less inherent right of indigenous people to guard their environmental heritage, and the responsibility of governments - local, national or (in the unique case of Antarctica) international - to protect environments over which they exercise stewardship. Additionally, the presence of international commercial enterprises, especially marine and other mass transport modes, represent unique governance challenges.This book deals mainly with environmental issues and the management implications arising from polar tourism, one of the fastest-growing sectors of world tourism. However, many of the issues discussed here arise no less urgently in temperate and tropical wilderness areas, and indeed in any region where sensitive environments are subjected to mass tourism. The principles and guidelines discussed here are of interest and practical use in tourism studies generally

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient 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 score0.161
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.1850.024

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 head0.006
GPT teacher head0.233
Teacher spread0.227 · 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

Citations28
Published2010
Admission routes1
Has abstractyes

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