Vital Roux, Forgotten Forerunner of Modern Business Games
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Aim. This article presents the pioneering work of Vital Roux, a French businessman and author who proposed, in the 1800s, a teaching method to train business people which closely resembles the experiential method central to today’s business games. Background. This presentation indirectly discusses the fundamental issue of business games’ success as an educational innovation. We recall briefly that the roots of business games are distant, multiple, and far-ranging. Method. The pedagogy advocated by Vital Roux is revealed and innovative aspects of his educational system are noted and discussed. Roux’s obscurity is underlined, and a plausible explanation for the relative failure of his project is proposed. A social and historical hypothesis is then suggested to explain the success which business games have won in the United States a century and a half later. Conclusion.Roux’s key thoughts are summarized, suggesting he can appear as a forgotten forerunner of modern business games.
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.
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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it