Professional Self-Development Mediated by ePortfolio: Reflections of an ESL Practitioner
Bibliographic record
Abstract
This reflective Perspectives article will give readers some insight into the professional self-development experiences of an English as a second language (ESL) practitioner after she recognized a significant shift in learning and teaching paradigms resulting from instructional tools available on the World WideWeb. It also attempts to describe the learning moments of an ESL practitioner in her role as a creator, curator, user, and implementer of an electronic portfolio, or eportfolio, as she experienced her own personal growth during her professional self-development.
 Cet article réfléchi de Perspectives donnera aux lectrices et aux lecteurs un aperçu des expériences d’auto-perfectionnement professionnel d’une enseignante d’anglais langue seconde (ESL) ayant constaté un changement de paradigme important dans les domaines de l’apprentissage et de l’enseignement depuis la disponibilité d’outils pédagogiques sur le World Wide Web. Il tente également de décrire les moments d’apprentissage d’une enseignante d’anglais langue seconde dans son rôle de créatrice, conservatrice, utilisatrice, et applicatrice d’un portfolio électronique, ou portfolio Web, à mesure qu’elle prenait conscience de sa croissance personnelle dans le cadre de son auto-perfectionnement professionnel.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.039 | 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 teacher head, 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".