Bibliographic record
Abstract
The eighteenth century witnessed the emergence of a plethora of sporting professionals, many of whom were involved in developing training and coaching practices. Teaching the skills, the ‘science’, of boxing became an important source of income for professional fighters while some practitioners also developed careers as trainers, normally operating on behalf of the wealthy ‘amateurs’ who retained professionals in order to make profitable wagers. These practices were described in some of the early instructional manuals of the period, notably a detailed analysis of wrestling by Parkyns in 1713, who considered technique, fitness, and diet, and by Godfrey in 1747 who included a seminal section on boxing in his A Treatise upon the Useful Science of Defence. The proliferation of boxing manuals in the last quarter of the century reflected both a revival of interest in the sport and a desire to record the essential elements of this martial ‘science’ since it was only now that contemporaries believed a full understanding had been achieved of the importance of ‘wind’ (endurance), ‘bottom’ (courage), and ‘science’ (technique). This paper explores a number of texts where authors discussed these essential components of boxing performance and highlights the longevity of their methods of athletic preparation.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".