Bibliographic record
Abstract
This paper presents literature and findings on childhood transitions in public education. Set in the context of shifts in Canada to full day kindergarten, it makes visible the range of human relational and structural concerns that must be considered in the practice of researching and facilitating transitions for children. The paper draws upon a review of international literatures and a longitudinal, three-year qualitative study of 795 students, parents, and educators in 37 families of schools who conversed about the character and meaning of transitions. Such long-term enactments of transitions as they occur are scarce but important in making visible the complexity and nuance of childhood transitions. Findings include the importance of a critical praxis for transitions which gets at the roots of the social organization and inequality in research and educational practice. The paper addresses critical praxis as found in three early childhood education frameworks (Australia, Prince Edward Island and New Brunswick, Canada). Attention to being, becoming, and belonging for all children and the fit between human and structural concerns at the levels of society, community, school, and family form core elements of critical praxis. Transitions are best understood and facilitated as over time, complex social ensembles.
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 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 | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.009 | 0.032 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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".