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Record W1558148395 · doi:10.56105/cjsae.v17i1.1872

Finding a Home: Inclusive Post-secondary Education and the Adult Education Field

2003· article· en· W1558148395 on OpenAlexaffvenueabout
Tim Weinkauf

Bibliographic record

VenueCanadian Journal for the Study of Adult Education · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Systems and Policy
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsAdult educationSociologyField (mathematics)PedagogyGender studies

Abstract

fetched live from OpenAlex

This article reports the results of a study that undertook to describe a new adult education phenomenon called Inclusive Post-Secondary Education (IPSE). From interviews with senior staff members of three IPSE programs in Alberta, Canada, an operational definition of common practices across IPSE programs was developed. Interviews also produced a listing of benefits and outcomes for students attending these programs. Results of this study suggest a common operational model that could be replicated elsewhere and reveal some philosophical premises that appear to be inherent in the operation of IPSE programs. Résumé Cet article rapporte les résultats d'une étude qui vise à décrire un nouveau phénomène lié à la formation permanente, soit l'éducation post-secondaire universelle (EPSU). A partir d'entrevues réalisées auprès de cadres supérieurs qui travaillent dans trois programmes de type EPSU en Alberta, au Canada, une définition opérationnelle des pratiques communes à ces programmes a été élaborée. Les entrevues ont également mené a l'établissement d'une liste d'avantages et d'aboutissements pour les étudiants qui fréquentent ces programmes. Les résultats de cette étude laissent apparaître un modèle opérationnel commun qui pourrait se transposer ailleurs et révèlent certains principes d'ordre philosophique qui semblent être inhérents à l'exploitation des programmes de type EPSU.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.165
Threshold uncertainty score0.327

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.012
Scholarly communication0.0040.002
Open science0.0010.007
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.013
GPT teacher head0.342
Teacher spread0.329 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations1
Published2003
Admission routes3
Has abstractyes

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Same venueCanadian Journal for the Study of Adult EducationSame topicEducation Systems and PolicyFrench-language works237,207