The Vindication of King Gaulo: Anger Management in Cárcel de amor
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
Readers have condemned King Gaulo of Cárcel de amor because, presumably blinded by anger, he unjustly sentenced his daughter Laureola to death. Instead of the historical circumstances of late fifteenth-century Castile that, according to some critics, contextualize the events of the romance, I analyse the romance with respect to the legal notion of ira regia and the common wisdom regarding anger and administration of justice, which were disseminated in medieval sapiential and legal literature. Thus contextualized close reading exonerates King Gaulo of the charges of intemperance, cruelty and disregard for justice. The parallels between the sentimental and the legal plot of the romance show that King Gaulo and Laureola take turns to advocate strict or lenient administration of justice. The resulting dilemmas and events illustrate ironically the capricious rule of fortune over the concerted human efforts to control their affairs.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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