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Record W7128476174 · doi:10.64903/1480-6800.21.1.20

Between Grabbing Opportunities and Shattered Dreams: The Internationalisation Processes of Small and Medium-Sized Tourism Businesses in Jordan

2018· article· W7128476174 on OpenAlexvenueno aff
Nicolai Scherle, Markus Pillmayer

Bibliographic record

VenueArab world geographer · 2018
Typearticle
Language
FieldBusiness, Management and Accounting
TopicInternational Business and FDI
Canadian institutionsnot available
Fundersnot available
KeywordsInternationalizationTourismCore (optical fiber)Function (biology)Service (business)

Abstract

fetched live from OpenAlex

More than any other branch, tourism is the embodiment of internationalization par excellence. Not only is the supply and demand side internationalized, but at least in an international context, an essential feature of the service is that it is created in cross-border cooperation. Based primarily on a qualitative-empirical study, this article attempts to offer insights into the ongoing internationalization processes of small and medium-sized tourism companies in Jordan. In this context, not only are core conceptual approaches to the internationalization of company activities explored, but also the extent to which they mirror the internationalization processes under investigation. The study is particularly relevant due to the complex and far-reaching implications of the so-called Arab Spring, which repeatedly torpedoed the internationalization ambitions of those involved and thus imposed a continuous state of crisis on a number of internationalization processes.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.021
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.001
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.040
GPT teacher head0.245
Teacher spread0.206 · 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.

Study designObservational
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
Published2018
Admission routes1
Has abstractyes

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