SPECTACLE AND MEMORY: THE REIGN OF TRAJAN, <i>OPTIMUS PRINCEPS</i> (A.D. 98–117)
Bibliographic record
Abstract
Rome reached its apogee of wealth, stability, and geographic expanse under the emperor Trajan. Although Trajan led spectacularly successful military campaigns in Dacia, which flooded Rome's coffers with gold, and celebrated two magnificent Dacian triumphs, he is seldom considered in conjunction with the triumphal route. Yet Trajan oversaw the monumentalization of the viewing spot par excellence for triumphs: the Circus Maximus, which could accommodate more spectators for triumphal processions than all Rome's other spectator buildings combined. Trajan enlarged the Circus Maximus and transformed it from a mostly wooden structure to a colossal, marble arena that could house nearly a quarter of Rome's entire population. His Circus Maximus not only provided an enormous venue for viewing triumphs but also eternalized that venue in permanent, lavish materials that evoked Rome's glory even when triumphs and other spectacles were not occurring inside it.
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".