Book Reviews: Flows, Rhythms, and Intensities of Early Childhood Education Curriculum, Rethinking Play and Pedagogy in Early Childhood Education: Concepts, Contexts and Cultures, Wellbeing from Birth, towards Excellence in Early Years Education: Exploring Narratives of Experience
Bibliographic record
Abstract
Towards Excellence in Early Years Education is a timely book that relates the summary of a doctoral study which explored the practices and pedagogy of two ‘exceptional’ early years teachers through a relational research process. The aim of the study was to deconstruct practice and professional reflection in an attempt to identify key attributes of early years education demonstrated in the work of these two teachers. As such, it is a valuable text for emerging researchers as it exemplifies the development of a particular study, with clear explanations of the process in a reflective and reflexive framework that encompasses some explorations of methodological, ethical and autobiographical challenges. One of the strengths of the approach taken is the attention Goouch pays to clearly define the context of her study and elucidate the interpretation of the terms she is using. Kathleen Goouch, 2010, Abingdon: Routledge, 180 pages, paperback, ISBN 978-0-4155-6608-7, £23.99
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".