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Investigación arqueológica en un asentamiento rural del Valle de Ayacucho, Perú

2021· article· es· W3188580637 on OpenAlexaff
Lidio M. Valdez, Julio Ernesto Valdez Cárdenas

Bibliographic record

VenueArqueología y Sociedad · 2021
Typearticle
Languagees
FieldEarth and Planetary Sciences
TopicArchaeology and ancient environmental studies
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsHumanitiesArtGeography

Abstract

fetched live from OpenAlex

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.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.033
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0030.003
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.007
GPT teacher head0.214
Teacher spread0.207 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations3
Published2021
Admission routes1
Has abstractyes

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