The Problem of Dormitory Schools as Human Resources Development for Native Papuan Children, Indonesia
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
This paper aims to examine the effect of government policy variables, continuance commitment, school image, and parents' aspirations on dormitory school performance. Data collection is done by distributing questionnaires to teacher respondents, interviews, and focus group discussions. The study found that government policies and continuance commitment had a positive influence on school performance, while the school image variables and the aspirations of parents did not have a positive influence. A more coordinated and synergic operational mechanism is needed between the government (central, provincial, district) and schools to improve dormitory school performance. The government needs to give priority to honorary teachers in recruiting workers with work agreements (PP No. 48/2018), by not implementing a system of employment agreements (contracts), but as non-ASN permanent teachers who get salary / wages in accordance with applicable regulations (recommended based on regional minimum wages), the right to take competency tests and get teacher professional allowances, family health insurance, leave rights, capacity building training, and others.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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