Efek Infusa Daun Salam (Syzygium polyanthum) Terhadap Penurunan Kadar Kolesterol Total Darah Tikus Jantan Galur Wistar Model Dislipidemia
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
Binge drinking among American Indians and Alaskan Natives is an acute health issue in the United States. The Radcliffe Institute for Advanced Study at Harvard University convened a one-day meeting with North American experts to identify key elements for developing research methodologies to measure treatment outcomes founded in Indigenous cultural ways of knowing. Three were identified: recognize culture as treatment, overcome Western interpretations of research, and apply culturally appropriate research methodologies. Common across the elements is respectful relationship development, which mirrors the efforts of the Canadian Truth and Reconciliation Commission that was established to address the destructive legacy of residential schools among First Nations. Reconciling America's research response to binge drinking among American Indians and Alaskan Natives requires a similar commitment.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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