MétaCan
Menu
Back to cohort
Record W1599151910 · doi:10.21225/d5hg6v

Continuing Education in Non-University Tertiary Institutions in Nigeria: Emerging Roles and Challenges

2007· article· en· W1599151910 on OpenAlexvenueno aff
Ayo Garuba

Bibliographic record

VenueCanadian Journal of University Continuing Education · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Education and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsContinuing educationHigher educationPolitical scienceMedical educationEconomic growthPublic relationsSociologyPedagogyMedicine

Abstract

fetched live from OpenAlex

Institutional continuing education practices have received widespread attention in literature on adult and continuing education. However, the research community seems to restrict continuing education to universities. This paper reviews the contribution of non-university tertiary institutions to continuing education in Nigeria, using the Federal College of Education in Yola as a case study. In this instance, the impact of non-university tertiary institutions has been pronounced, especially in extending access to further education and training to teachers and mid-level workers in general. The paper advocates for more time and resources to study continuing education programs of non-university institutions. Non-university institutions are encouraged to diversify their programs and place more emphasis on research and development.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.570
Threshold uncertainty score0.981

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
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 head0.014
GPT teacher head0.264
Teacher spread0.250 · 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
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of University Continuing EducationSame topicAfrican Education and PoliticsFrench-language works237,207