Eleonora Cebotarev: Aportes de una intelectual paraguaya a la sociología canadiense, latinoamericana y mundial
Bibliographic record
Abstract
Este ensayo realiza un recorrido por la carrera académica y los aportes a la sociología canadiense, latinoamericana y mundial de Eleonora Cebotarev (1928 – 2007). Si bien nació en Praga cuando pequeña migró con su familia a Paraguay, radicándose en Capitán Miranda (Itapúa) donde permaneció hasta los 26 años. Cebotarev se trasladó a Estados Unidos donde realizó estudios de maestría y doctorado en sociología en la Universidad Estatal de Pensilvania y, posteriormente, se radicó en Canadá, donde llevó adelante su carrera como socióloga, siendo nombrada en 1994 Profesora Emérita de la Universidad de Guelph (Ontario). El ensayo realiza un breve recorrido por su vida en Paraguay y Canadá y hace referencia a sus principales aportes en el campo de la sociología rural y los estudios de género.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.009 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".