MINERÍA DE HEMATITA EN LA COSTA SUR DEL PERÚ: INVESTIGACIONES ARQUEOLÓGICAS EN MINA PRIMAVERA
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
A pesar que la minera es una actividad crtica para obtener materiales primas, se reconoce poco sobre la minera en los Andes prehispnicos. En este artculo presentamos evidencia de actividad minera antigua desde Mina Primavera, una mina antigua bien preservada de Nasca, costa sur de Per, con fechas de explotacin principalmente entre el periodo Intermedio Temprano (1-750 d.C.) y el Horizonte Medio (750-1.000 d.C.). Nuestras excavaciones proveen evidencia de extraccin y proceso de hematita -usada en ofrendas y como pigmentos-, pero tambin evidencia de rituales que occurieron en la mina
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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