A “Thick” Conception of Children’s Voices: A Hermeneutical Framework for Childhood Research
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
“Listening to children’s voices” can help foster respectful regard for their experiences and concerns and promote the recognition of children as active agents; that is, persons who have interests and capacities to participate in discussions and decisions that affect them and other people. However, “listening to children’s voices” can have many different forms, and the ways that these voices should be linked to children’s agency can be unclear. I outline several common misconceptions that can impede “listening to children’s voices” as forms of epistemological oppression. I argue for a thick conception of children’s voices, recognizing that children’s expressions are relationally embedded expressions of their agency. Understanding children’s voices and experiences requires hermeneutical approaches that can help discern what is meaningful for a child in a particular situation. I discuss ontological, epistemological, and methodological shifts that are required for hermeneutical inquiry with children and outline specific methods that can be used, oriented by guiding questions. This hermeneutical methodology can help advance our understanding of children’s experiences as well as their aspirations and concerns in research and in professional practice.
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.
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 | 0.014 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it