Manajemen Sekolah Berbasis Program Akselerasi: Studi Pada SMA Al Ma’soem
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
OBJECTIVE: To review and discuss issues related to participatory research, as they apply within the arena of cancer control. DESIGN: A participatory research study with breast cancer self-help groups is referred to for description and discussion purposes. That study employed primarily individual and group interviews to assess benefits and limitations of self-help groups. SETTINGS: Four breast cancer self-help groups in Ontario communities provided the core involvement in the participatory research project. RESULTS: The values and practices of mainstream academic research often conflict with those of research emphasizing participation and control of communities under study, leading to a variety of challenges for the latter approaches. Practical constraints faced by many community groups have important implications for participatory research approaches. CONCLUSIONS: A balance needs to be found for participatory research within cancer control - one that ensures that the core aims of participatory research are maintained, while simultaneously acknowledging the various challenges that make a fully participatory project unrealistic. Steps can be taken to achieve a workable balance.
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 | 0.000 |
| 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) | 0.004 | 0.001 |
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