"¡¡¡Ecce Europa!!!", La Flaca, 7-VIII-1870: la pugna por la hegemonía europea
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
Marie-Angèle Orobon[i] (Université Sorbonne Nouvelle, CREC) ¡¡¡Ecce Europa!!!, La Flaca (7-VIII-1870), Biblioteca de Catalunya Contexto histórico A principios de agosto de 1870, la guerra francoprusiana estaba a punto de entrar en su tercera semana. La declaración de guerra de la Francia imperial de Napoleón III a la Prusia de Guillermo I, el anterior 19 de julio, había culminado la rivalidad entre las dos potencias. El precedente más inmediato había sido la victoria prusiana contra Austria ...
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.003 |
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