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Record W2205132725

Theoretical Research On Specific Human Resources In Tourism. Features In Romania

2014· article· en· W2205132725 on OpenAlex
Carmen Cristina Albu, Dan Constantin Vărzaru

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

VenueAnnals of University of Craiova - Economic Sciences Series · 2014
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicHospitality and Tourism Education
Canadian institutionsnot available
Fundersnot available
KeywordsTourismVocational educationGovernment (linguistics)Human resourcesBusinessEconomic shortageMarketingPublic relationsEconomic growthPolitical scienceEconomicsManagement
DOInot available

Abstract

fetched live from OpenAlex

Tourism is a sector of the economy in which the problems related to the jobs and necessary skills to exit the crisis are emphasized more sensitive than other sectors of the economy. This paper proposes a literature review based on the latest studies and research literature worldwide (USA, Canada, EU, etc.) and aims to identify the factors and trends influencing skill shortages in tourism and also the policies to mitigate this deficit. Tourism feels the chronic global shortage of human resources due to its seasonal activity and its lower efficiency. Most relied upon solutions are considering closer involvement of the Government in tourism support. An important role lies in defining the content engine training and education. The differences between the requirements of the tourism sector and content of vocational, technical and university learning is a problem in many countries. The situation remedy requires programme rethinking, teachers improving skills, creating practical programmes in terms of quality, preference in enterprises and establishment of the most appropriate bridge linking vocational (professional) education and higher education to open students’ clear and open opportunities. The paper lists the types of partnerships between public powers, the tourism sector and the educational sector at a global level and highlights their potential in connection with national and cultural specifics.

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)0.002
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.718
Threshold uncertainty score0.576

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.076
GPT teacher head0.312
Teacher spread0.236 · 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