Discerning the Contexts of Adult Literacy Education: Theoretical Reflections and Practical Applications
Bibliographic record
Abstract
This study compares competing perspectives of contextual literacy— literacy as practices, functional context education, and critical literacy. The first is linked to an ethnographic sensibility based upon how literacy is appropriated in the naturalistic settings of people's lives. The second is based on the mastery of concrete tasks that are embedded within environments that individuals seek to engage. The third stems from an analysis of oppression based upon an emancipatory pedagogy in the quest for societal transformation and a corresponding participatory pedagogy through which to structure critical practice. Each of these perspectives of literacy is philosophically congruent within particular programmatic settings, which are briefly identified in this article. Especially important are the ways in which these diverse frameworks may interact to deepen general community literacy programs that emphasize life improvement by including valuable instrumental and critical perspectives. Résumé Cette étude compare des perceptions qui se concurrencent au sujet de l'alphabétisation en contexte vis-à-vis l'alphabétisation en tant que pratique, l'alphabétisation fonctionnelle et l'alphabétisation critique. La première perception est liée à une émotivité ethnographique qui se demande si l'alphabétisation est essentielle aux gens dans leur environnement immédiat. La seconde perception concerne plutôt la maîtrise de tâches concrètes qui sont exigées dans les différents environnements où les individus souhaitent s'intégrer. La troisième perception a trait à la pression sociale exercée pour une pédagogie émancipatrice et une quête de transformation et pour une pédagogie participative à travers laquelle on développe une pratique exigeante. Chacune de ces perceptions de l'alphabétisation est philosophiquement conforme aux plans spécifiquement programmés et brièvement décrits dans cet article. La façon dont ces diverses perceptions peuvent interagir les unes sur les autres est particulièrement importante pour approfondir les programmes d'alphabétization de la communauté en général, de manière à mettre l'accent sur l'amélioration de la qualité de l'implantation des orientations instrumentales et critiques essentielles.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.023 |
| Scholarly communication | 0.007 | 0.009 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".