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
The sacred Andean site of Pachacamac, inhabited for over a thousand years before the Spanish Conquest, has an enduring presence in the history of Peru and plays a pivotal role in the formation of current views about religion and thought in the pre-Hispanic period. Unveiling Pachacamac is the first volume to synthesize the past quarter century’s abundance of new data and hypotheses on this important sanctuary. Gathering contributions from an international array of leading researchers working at the site, this volume examines deep theoretical questions about social change, interregional interactions, the nature of religion, and issues of cultural continuity. It is also the first book to look at the site in relation with its territory and hinterland. As Pachacamac is widely considered an archetypal Andean shrine, used by researchers as a vital reference in comparative analyses of sanctuaries and religions in precapitalist societies, this volume will have a long-lasting impact on the field of Andean archaeology.
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) | 0.010 | 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