Bibliographic record
Abstract
One of the most significant events that swept through Europe during the Renaissance was a renewed interest in oculocentrism, extending the power of vision, and disseminating it in more visually accessible ways. In this paper the concept of the globe is explored through the work of William Shakespeare by examining its links to geometry, optics, and spectacle in the context of the theatre and the world in which the poet lived. At the outset the globe is examined in relation to Shakespeare's playhouse, which exhibited strong Vitruvian antecedents. The optical manipulation of space is then explored through the use of globes in Shakespeare's literary landscape, illustrating that Elizabethans were not only familiar with these geographical models, but that Shakespeare reinforced these new ways of seeing the world on his audience. Finally, research illustrates that globes were not only in Shakespeare's dramaturgy, but the theatre was also in the world, and the paper explores in detail how spectacle was used by learned Elizabethans to represent the globe to themselves.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.033 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".