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Record W2411723286 · doi:10.2495/st160071

Adaptation processes of peripheral coastal tourism communities in Québec, Canada

2016· article· en· W2411723286 on OpenAlexaffabout
Dominic Lapointe, Coralie Lebon, Alexis Guillemard

Bibliographic record

VenueWIT transactions on ecology and the environment · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsTourismAdaptation (eye)Climate changeContext (archaeology)ShoreGeographyDestinationsEnvironmental resource managementClimate change adaptationSpace (punctuation)Economic geographyOceanographyEnvironmental scienceComputer scienceGeologyArchaeology

Abstract

fetched live from OpenAlex

The research aims to explore how climate change and the discourses about adaptation to climate change are altering the spatial development of the tourism industry in coastal destinations in the periphery. Firstly, we will review the consequences of climate change for the coastal environment and tourism. Then, we will present the role of space in the adaption of the tourism industry. The reproduction of the coastal tourism space in the context of adaptation to climate change will be illustrated by two case studies in Eastern Qubec in Canada -the communities of Tadoussac on the north shore of the St-Lawrence River and of Notre-Dame-du-Portage on the south shore.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.450
Threshold uncertainty score0.342

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 science0.0000.000
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 head0.014
GPT teacher head0.189
Teacher spread0.175 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2016
Admission routes2
Has abstractyes

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