MétaCan
Menu
Back to cohort
Record W1662529272

Le développement communautaire local et le tourisme communautaire : une analyse conceptuelle comparative

2009· article· fr· W1662529272 on OpenAlexaff
Sylvie Parent, Juan‐Luis Klein, Louis Jolin

Bibliographic record

VenueESSACHESS/Essachess · 2009
Typearticle
Languagefr
FieldSocial Sciences
TopicDiverse Aspects of Tourism Research
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsLocal DevelopmentTourismPolitical scienceHumanitiesLocale (computer software)Local communityGeographyRegional scienceArt
DOInot available

Abstract

fetched live from OpenAlex

Resume : Selon les auteurs de l'article, le tourisme de masse ne contribue pas au developpement local des communautes, mais plutot les devitalise. Cet article propose une recension des ecrits concernant l'approche du tourisme communautaire et celle du developpement local communautaire afin d’etablir les liens entre elles et de montrer que le tourisme communautaire peut etre une forme privilegiee de developpement local. Il explique en quoi les convergences entre ces deux approches peuvent servir de point de depart pour elaborer une conception du tourisme communautaire susceptible de contribuer a contrer les processus de devitalisation et d’appauvrissement qui caracterisent certaines communautes hotes. Mots-cles : tourisme communautaire, developpement communautaire local, initiative locale Abstract: According to the authors of this paper, mass tourism does not generate the development of local communities but rather their devitalization. This paper presents a cross-literature survey on community-based tourism and local community development. It proposes some links between these two approaches and asserts that community-based tourism can be a strategy to trigger local community development. It address the conditions under which the convergence of these two approaches may allow the launching of development initiatives liable to counter the devitalization and impoverishment process which characterizes certain mass tourism oriented places. Keywords: community-based tourism, community local development, local initiative

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0050.007
Science and technology studies0.0030.011
Scholarly communication0.0080.006
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.000

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 head0.087
GPT teacher head0.375
Teacher spread0.288 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations6
Published2009
Admission routes1
Has abstractyes

Explore more

Same venueESSACHESS/EssachessSame topicDiverse Aspects of Tourism ResearchFrench-language works237,207