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Record W2502631349 · doi:10.1017/cbo9781316217283.004

SPECTACLE AND MEMORY: THE REIGN OF TRAJAN, <i>OPTIMUS PRINCEPS</i> (A.D. 98–117)

2016· book-chapter· en· W2502631349 on OpenAlexaboutno aff
Maggie L. Popkin

Bibliographic record

VenueCambridge University Press eBooks · 2016
Typebook-chapter
Languageen
FieldArts and Humanities
TopicHistorical and Religious Studies of Rome
Canadian institutionsnot available
Fundersnot available
KeywordsEmperorReignSpectacleGloryArtQuarter (Canadian coin)Ancient historyPopulationHistoryArchaeologyLawPolitical sciencePoliticsSociology

Abstract

fetched live from OpenAlex

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.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.885
Threshold uncertainty score0.828

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.019
GPT teacher head0.162
Teacher spread0.143 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2016
Admission routes1
Has abstractyes

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