Bibliographic record
Abstract
Civic pageantry involves ceremonial activities of public display which are sponsored or performed by the governing authorities of a city or town. Civic pageantry is social and political: confirming governing authority and fostering a public civic identity and harmonious civic relationships. (Religious pageantry with the primary purpose of religious worship/celebration, even when involving the civic government, is excluded from this description.) Civic pageantry consists, in medieval and early Tudor England, largely of formal street processions, which may or may not include pageants: displays involving costumed performers and/or constructed exhibits, either carried through the streets or located on stages positioned along the processional route. The three major forms of social/political civic pageantry, to 1541, were the royal entry, the marching Midsummer Watch, and the mayoral inauguration procession. Other forms also existed. Royal entries were especially prevalent in wealthy London, because of its geographical proximity to the court at Westminster, and London's Midsummer Watch and mayoral inauguration were also especially elaborate.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.146 | 0.036 |
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".