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
Early childhood education and care programs in Indonesia developed rapidly in the aftermath of the 2006 earthquake centered south of Yogyakarta. The newly empowered self-directed learner at the center of these programs seemed to follow from the emergence of another child in this devastated landscape: the traumatized child in need of healing. The appearance of these images of childhood along with Indonesia’s neoliberal democratization reiterates the long-standing relationship between childhood and rule. Grounded in long-term ethnographic work in the Yogyakarta area, this article traces a conceptual link between the shift to transparent and accountable good governance in post-Suharto Indonesia and the desire to produce a newly transparent childhood ready for intervention. The generative power of history, trauma, and the interior self is contrasted with risk management, nongovernmental governance, and the exteriorization of self and state to challenge the unquestioned good of empowerment and transparency.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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