Investigación arqueológica en un asentamiento rural del Valle de Ayacucho, Perú
Bibliographic record
Abstract
La manera como el centro urbano de Huari del valle de Ayacucho llegó a establecerse es un tema de mucho interés. Sin embargo, el tema sigue siendo poco discutido. Teniendo en consideración información arqueológica recuperada de un asentamiento rural que existió en lo que vino a constituir la periferia de Huari, aquí discutimos el proceso social que parece haberse dado en el valle de Ayacucho entre el final del Periodo Intermedio Temprano e inicios del Horizonte Medio. La evidencia en consideración sugiere el abandono de muchos poblados rurales a finales del Periodo Intermedio Temprano, cuando sus habitantes parecen haber buscado refugio en centros que ofrecieron mayor protección. Todo esto parece haber ocurrido en medio de la violencia que empezó a incrementarse. De este modo, los asentamientos huarpa, viables por generaciones, se vieron obligados a quedar desocupados cuando sus habitantes llegaron a concentrarse en centros específicos como Huari.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".