The River as Border in Montserrat Fontes' First Confession
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
El río como símbolo positivo de fertilidad, renovación eterna y fuente de vida, ha sido, \nentre otros, uno de los símbolos más recurrentes en el devenir de la historia humana, y \nconsecuentemente, de la literatura universal. No obstante, esta concepción positiva y casi \nmítica del río, difiere notablemente cuando analizamos la historia y la realidad de la comunidad \nchicana. Materializado en la imagen del Río Grande, el río se convierte en una de las \nmás profundas y dolorosas fronteras de la realidad de dicha comunidad. Este es el caso de la \nnovela de Montserrat Fontes, First Confession (1991), una historia que describe la vida de \ndos niños de la clase alta mejicana, quienes ofrecen una visión muy particular del río, así \ncomo de lo que representa en sus vidas.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.004 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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