Bibliographic record
Abstract
This paper takes a look at the role of corruption in ending the Roman Republic. It does not purport to hold up corruption as the single deciding factor in the Roman Republic's collapse but rather hopes to show that corruption did have a responsibility in bringing down a 500 year-old institution. This dissertation was written by reviewing existing sources be they historical or analytical so as to find the elements needed to come to a conclusion answering the question posed above. The structure followed by this paper is as follows: the author first exposed how the Roman Republic's political system was organized and how it functioned. Secondly, the author defined corruption and detailed a historical example of this insidious entity. Finally, the fall of the Republic is chronicled and the role of corruption in this collapse is uncovered. To conclude, the author found that corruption did in fact play a non-negligible role in the overthrow of the Roman Republic.Cette dissertation essaye de présenter quel a été le rôle de la corruption dans la chute de la République romaine. Toutefois, ce texte n'essaye pas d'assigner un rôle décisif à la corruption, mais tente plutôt de montrer que la corruption (parmi plusieurs autres facteurs) avait une responsabilité dans l'effondrement d'une institution vieille de plus de 500 ans. Cette rédaction a été écrite en révisant plusieurs sources historiques et analytiques existantes afin de trouver les éléments qui ont servis à répondre à la question ci-dessus. La structure de cette dissertation va comme suit: premièrement, l'auteur a exposé l'organisation et le fonctionnement de l'appareil politique qu'était la République romaine. Puis, l'auteur a définit la corruption et détaillé un exemple historique de cette entité insidieuse. Ensuite, l'auteur a chroniquer l'écroulement de la République et a mis à jour le rôle de la corruption dans cet affaissement. En conclusion, l'auteur à découvert que la corruption a joué un rôle non-négligeable dans la destruction de la République romaine.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".