Bibliographic record
Abstract
William Tell (Wilhelm, Guillaume) is the name of a legendary Swiss hero from Canton Uri in the present-day Swiss Confederation. From the first recorded appearances of Tell in the late 15th century until the Revolutionary Era of the late 18th century, the symbol of William Tell has been used in a variety of ways to shape the cultural mythology of Switzerland, Europe, and the Atlantic world. According to a variety of Swiss foundation myths, Tell stood up to tyranny in the late 13th or early 14th century and helped secure Swiss liberty by defeating (or helping to defeat) the tyrant known as Gessler. Most of the tales present Tell as a humble, virtuous citizen of the canton who refused to bow down to the arbitrary symbols of a tyrant’s authority. In reaction to Tell’s defiance, the tyrant forced Tell to shoot an apple off Tell’s son’s head, promising both father and son their freedom if Tell were successful. However, upon discovering a second arrow hidden on Tell’s person, which threatened the tyrant, Gessler tried to imprison Tell. A sudden storm, possibly divinely inspired, allowed Tell to escape the ship with his life and kill Gessler in revenge, while a Swiss uprising overthrew the tyrannical government. Differences in content and interpretation of the various Tell stories result from the answers to several questions: Did Tell plan and lead the revolt? Did he take part in the foundational oath at the Rütli Meadow, the mythical birthplace of the Swiss Republics? Did the revolt target local aristocrats or a foreign tyrant? Usually the Tell story broke into two camps: one supporting the elite leadership of the Swiss republics, and the other demanding more popular sovereignty. In this breakdown, Tell either acted in defense of his family against the foreign tyrant or sought to overthrow local, aristocratic rule, signaling a more popular rebellion. Eventually, these interpretations were easily expanded beyond Swiss boundaries and were used to support or challenge elite-led governments outside the Swiss Republics. During the Revolutionary Era, the figure of Tell evolved into a transnational proxy in an ongoing battle between those who saw true liberty as self-rule, free from the intervention of foreigners, and those who saw liberty as an egalitarian principle, available to the entire male citizenry.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.337 | 0.239 |
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".