Bibliographic record
Abstract
De la géographie classique aux multiples géographies modernes un puissant courant d'idéalisme philosophique a contribué à faire de la discipline un solide instrument des pouvoirs réactionnaires. La démonstration de l'existence de ce courant est tentée à travers l'analyse de textes d'auteurs tels Vidal de la Blache, Brunhes, Sautter, Morrill, Gould, Berry, Racine; cette analyse amène la critique de thèmes tels ceux d'équilibre, harmonie, région, paysage, diffusion, modèles, dualité, perception, cartes mentales. En résulte une proposition de reconnaissance des fondements d'abord matériels des rapports qui s'établissent entre les hommes, des conditions spatiales de leur élaboration tout comme des exigences spatiales qui en découlent. Par delà cette critique et les propositions concrètes de changement qu'elle entraîne, est remise en question la nature même du travail intellectuel et des liens qu'il entretient avec le pouvoir d'État.
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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.004 | 0.052 |
| Scholarly communication | 0.008 | 0.007 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".