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Record W2272888327 · doi:10.55016/ojs/ajer.v61i2.55709

Educational Practices for a New Nigeria: An Exploratory Study

2016· article· en· W2272888327 on OpenAlex
Hasan Aydın, Stephen Lafer

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.

venuePublished in a venue whose home country is Canada.
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

VenueAlberta Journal of Educational Research · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Education and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsCourseworkProsperityFocus groupSyllabusDemocracyContent analysisQualitative researchSociologyPedagogyOpenness to experienceCurriculumSocial sciencePolitical sciencePsychologyLawSocial psychology

Abstract

fetched live from OpenAlex

This article reports on a qualitative study conducted at the Nigerian Turkish International Colleges (NTICs) in Abuja, Nigeria. Twenty-two participants comprised of three administrators, seven teachers, four parents, and eight students participated in the study. The data collected through observations, informal, formal and semi-structured in-depth individual interviews, focus groups, document analysis (of teachers’ syllabi, coursework materials, Nigerian nation-wide exam reports, and copies of district and state lesson design guidelines), and field notes were used for content analysis. Themes of the study were constructed to explore the schools’ role in promoting openness, mutual understanding, and habits of discourse vital to democracy in a society that is deeply divided along religious, ethnic, and geographical lines. This article explains the value of NTICs by focusing on the role of curriculum in promoting tolerance, unity, economic prosperity, and stability. This article also considers how these NTICs attempt to encourage the establishment of a civil society based upon democratic principles of governance while focusing on multicultural values.

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)0.003
metaresearch head score (Gemma)0.061
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.410
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.061
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0160.000

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 head0.283
GPT teacher head0.553
Teacher spread0.270 · 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