Bibliographic record
Abstract
This essay reviews the following works: Collision of Worlds: A Deep History of the Fall of Aztec Mexico and the Forging of New Spain. By David M. Carballo. Oxford: Oxford University Press, 2020. Pp. xvi + 351. $37.99 hardcover, $23.99 paperback, e-book. ISBN: 9780197661451. Conquistadores: A New History of Spanish Discovery and Conquest . By Fernando Cervantes. New York: Viking, 2021. Pp. vxiii + 496. $35.00 hardcover, e-book. ISBN: 9781101981269. Inca Apocalypse: The Spanish Conquest and the Transformation of the Andean World. By R. Alan Covey. Oxford: Oxford University Press, 2020. Pp. xix + 592. $34.95 hardcover. ISBN: 9780190299125. Death in the Snow: Pedro de Alvarado and the Illusive Conquest of Peru. By George W. Lovell. Montreal: McGill-Queen’s University Press, 2022. Pp. xv + 280. $39.95 hardcover. ISBN: 9780228014409. Strike Fear in the Land: Pedro de Alvarado and the Conquest of Guatemala, 1520–1541. By W. George Lovell, Christopher H. Lutz, and Wendy Kramer. Norman: University of Oklahoma Press, 2020. Pp. xvi + 194. $32.95 hardcover, $21.95 paperback, e-book. ISBN: 9780806190044. German Conquistadors in Venezuela: The Welsers’ Colony, Racialized Capitalism, and Cultural Memory. By Giovanna Montenegro. Notre Dame, IN: University of Notre Dame Press, 2022. Pp. xvii + 372. $95.00 hardcover, $75.99 e-book. ISBN: 9780268203214. Seven Myths of the Spanish Conquest . By Matthew Restall. Updated edition. Oxford: Oxford University Press, 2021. Pp. xix + 272. $21.99 paperback. ISBN: 9780197537299. Conquistadors and Aztecs: A History of the Fall of Tenochtitlan. By Stefan Rinke. Oxford: Oxford University Press, 2023. Pp. ix + 328. $34.95 hardcover. ISBN: 9780197552469.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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 teacher head, 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".