Des Cent-Îles aux Cent-Géographies : pérégrinations sud-est asiatiques du géographe Rodolphe De Koninck
Bibliographic record
Abstract
Aborder l’oeuvre de Rodolphe De Koninck, géographe québécois dont la carrière couvre plus de cinq décennies, doit se faire sans prétention tellement les portes d’entrée sont nombreuses, depuis sa première publication majeure,Les Cent-Îles du Lac Saint-Pierre, parue en 1970. À partir des transformations agraires, d’une part, et de la construction des États modernes, d’autre part, l’objectif est d’examiner l’évolution de la contribution du géographe à la compréhension de ces questions, tant en Asie du Sud-Est que dans leur universalité. Considérant les enjeux actuels, liés entre autres à une transition agraire source d’inégalités et aux impacts environnementaux néfastes, il s’agit de suggérer en quoi les recherches de Rodolphe De Koninck contribuent à mieux faire comprendre ces enjeux.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".