Bibliographic record
Abstract
The role divination played in allocating, maintaining, and justifying the authority of the senatorial élite in the Republic has been well established. Attention has also been paid to the use made of unofficial forms of divination by ambitious members of the ruling élite in the later Republic, who sought (often successfully) to make themselves pre-eminent before their peers by claiming personal divine attention. What has received less attention in discussions of prophecy and authority is the role the general population of non-élites played in this ideological system which served the interests of the powerful rich, either collectively or individually, at the expense of the less powerful poor. The following seeks to begin to correct this oversight, as discussion of this factor is urgently needed if the observations just identified are to be considered sound. This is simply because authority, the expected reward of élite claims of divine favouritism, can be neither universally shared nor coerced. It must be willingly granted to an individual or segment of society by an authority-lacking majority. Where divination is concerned, the identification of an occurrence as a ‘real' divine message is subjective, and general concession to accept one person's (or one group's) claims about divination as true is a concession of real authority. In short, if élite claims of divine favouritism were made to impress the general population, the general population had to be impressed for the claims to be at all meaningful.
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 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 | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.020 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 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".