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 research aimed to analyze the socio-historical background of the Bajo Tribe to gain an academic explanation of the existence of the Bajo Tribe in Tomini Bay. Data collection techniques were conducted through indepth interview, passive participation observation, and Focused Group Discussion (FGD). Data collection was also done through literature study by collecting documents related to this research topic. The results showed that the Bajo tribe who currently live and settle in Tomini Bay is believed to be moving from the bay of Bone, South Sulawesi. They ran the ocean to form settlements in Tomini Bay. The Bajo tribal settlement in Tomini Bay was originally called Toro Siajeku which in 1901 was inaugurated by the Dutch Colonial Government into a village. The inauguration of the settlement which has now changed its name to Torosiaje Village is the momentum of the solidifying of sedentary life for the Bajo Tribe community in Tomini Bay.
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 | 0.000 | 0.001 |
| 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