‘Moral Renovation and Intellectual Exaltation’: Thomas Cook's Tourism as Practical Education
Bibliographic record
Abstract
Tourism has long had significant educational potential from the enlightenment of the Grand Tour to contemporary high-school and university tours to Europe and beyond. The development of mass, conducted tourism as a form of education for middle-class women and the working classes is less well understood. Based on primary research at the Thomas Cook archives, this paper examines how Cook attempted to harness the educational potential of travel by transforming it into a commercial product that the average consumer could afford. Tourism not only needed to be affordable, but also comfortable and safe given the relative inexperience these groups had travelling. Cook's critics lambasted the educational qualities of his tours and the ability of his tourists to truly appreciate what they were witnessing and experiencing. However, this criticism was often based on elitist attitudes about who could travel and the ability of the ‘lower sorts’ to comprehend it all. Cook's mission was to transform travel into tourism making it accessible to the middle and working classes but at the same time retaining its promise of enlightenment.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.014 | 0.037 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.008 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".