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
In this book, Sarah Rolfe Prodan examines the spiritual poetry of Michelangelo in light of three contexts: the Catholic Reformation movement, Renaissance Augustinianism, and the tradition of Italian religious devotion. Prodan combines a literary, historical, and biographical approach to analyze the mystical constructs and conceits in Michelangelo's poems, thereby deepening our understanding of the artist's spiritual life in the context of Catholic Reform in the mid-sixteenth century. Prodan also demonstrates how Michelangelo's poetry is part of an Augustinian tradition that emphasizes mystical and moral evolution of the self. Examining such elements of early modern devotion as prayer, lauda singing, and the contemplation of religious images, Prodan provides a unique perspective on the subtleties of Michelangelo's approach to life and to art. Throughout, Prodan argues that Michelangelo's art can be more deeply understood when considered together with his poetry, which points to a spirituality that deeply informed all of his production.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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