Fernanda Macchi, Incas ilustrados. Reconstrucciones imperiales en la segunda mitad del siglo XVIII
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
Incas ilustrados. Reconstrucciones imperiales en la segunda mitad del siglo XVIII est un ouvrage multiple comme l’indique le titre choisi par Fernanda Macchi. Elle analyse d’abord les rééditions et les traductions de l’œuvre de l’inca Garcilaso de la Vega, puis des écrits parus au xviiie siècle évoquant l’ancien empire. D’origine argentine, Macchi est professeur à l’Université Mac Gill (Montréal) ; le corpus sur lequel porte son analyse est plurilingue (espagnol, français et anglais). Garcila...
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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