III CAMPAÑA DE EXCAVACIÓN EN EL CAFETAL SAN PEDRO, PINAR DEL RÍO, CUBA
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
Los vestigios del antiguo cafetal San Pedro se hallan ubicados en la Reserva de la Biosfera Sierra del Rosario; distan 7.0 km de la comunidad Las Terrazas, en la cuenca del Rio Bayate -el nombre tradicional de todo el valle que bordea al rio es Canada del Infierno-, muy cerca de este y a 162.00 msnm. Esta hacienda fue emplazada en un pequeno valle entre dos elevaciones, siendo uno los meritos mas significativos de su antiguo dueno y constructor, el norteamericano Pedro Leret, el haberlo colocado de manera escalonada en forma de cuna, con dos canadas artificiales que lo delimitan, permitiendo que las aguas generadas por el escurrimiento de las montanas viertan directamente al rio.
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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