L’activité géographique en France (Le maître Raoul Blanchard et le tome sixième de ses « Alpes occidentales »)
Bibliographic record
Abstract
Geographical research and production in France have known a remarkable development during the last half century. One of the leaders of this contemporary movement bas been Professor Raoul Blanchard who was not only a chef d'école, but also a leader for his students and colleagues. Professor Blanchard has shown the way himself in publishing numerous important works on several parts of the world, and, of special interest to Canadians, his collection of regional monographs about French Canada. Not so well known to Canadian geographers and readers are his works (12 volumes) on the Alpes occidentales. In this article, a prominent French geographer, Professor Maurice Parde, of Grenoble, studies the influence of Professor Blanchard on the contemporary geographical movement in France. He also analyses more especially the sixth and last part of this monumental work on the Alps. Mr. Blanchard, who is an honorary president of the Canadian Association of Geographers, has recently been awarded a golden medal by the American Geographical Society.
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 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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.009 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".