Desde el Sur. Visiones de Estados Unidos y Canadá desde América Latina a principios del siglo XXI: Canadá
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
Introducción general; Presentación; Política y economía; Canadá: entre la promoción de una política económica internacional y el desarrollo sustentable; La evolución histórica de la participación de Canadá en la OTAN; Tendencias y desarrollo de la política de seguridad canadiense; Las negociaciones con un gigante: análisis de la propuesta canadiense para el ALC; Globalización e integración; Individualismo, identidades colectivas y ciudadanía: Estados Unidos y Quebec vistos desde Brasil; La industria editorial canadiense y la globalización; La Conferencia Regional de Migración y la importancia del tema migratorio entre los países de América Latina, Estados Unidos y Canadá; Comparación de perfiles ideales en las relaciones de pareja entre estadunidenses y canadienses; Índice general de la obra
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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