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Record W2008570948 · doi:10.5944/ried.2.2.2078

DE VANCOUVER (1982) A VIENA (1999): LA EDUCACIÓN A DISTANCIA TOMA NUEVOS RUMBOS

2013· article· es· W2008570948 on OpenAlexaboutno aff
Miguel Casas Armengol, L ily Stojanovic

Bibliographic record

VenueRIED Revista Iberoamericana de Educación a Distancia · 2013
Typearticle
Languagees
FieldSocial Sciences
TopicHigher Education Teaching and Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsWorkforceFlexibility (engineering)GlobalizationDistance educationEmerging technologiesDiversity (politics)Political scienceLibrary scienceSociologyManagementComputer sciencePedagogyEconomicsArtificial intelligence

Abstract

fetched live from OpenAlex

The analysis and comparison between the papers and tendencies presented on the two ICDE Conferences of Vancouver (1982) and Vienna (1999), had made possible visualize the vigorous development and important changes of Distance Education during these seventeenth (17) years. Vienna (1999) debated the advances of some fundamental themes presented at Vancouver (1982), but in addition, also some new themes as: Globalization; Policies for Development; Virtual Learning and Virtual Universities, Developing the Company and Workforce Training of the Future, and Markets and marketing. The huge world expansion of Distance Education and the diversity of new technologies available for education, make now indispensable that existing Distance Universities or projected ones, adopt very creative structures and focus, that make possible a great flexibility and capacity to answer rapidly to this new demands and also, to make a better use of modern instruments and technologies.

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)0.004
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient 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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.127
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.003
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.002

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 head0.011
GPT teacher head0.312
Teacher spread0.302 · 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
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

Citations1
Published2013
Admission routes1
Has abstractyes

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