Bibliographic record
Abstract
A rctique est un ouvrage collectif dirig par les gographes Nicolas Escach, Camille Escud et Benot Goffin, et publi dans la collection Odysse, villesportraits.Cette collection a pour ambition de proposer des recueils de textes, entre le carnet de terrain et le rcit de voyage, mls des ralisations artistiques.Cet ouvrage rassemble les contributions sensibles de 18 auteurs, majoritairement des gographes, mais aussi des anthropologues, des journalistes ou encore des biologistes, et de deux illustratrices.Ces derniers nous proposent un itinraire arctique de dix villes, chacune relie entre elles par le voyage (bateau, avion ou train) qui permet de mieux saisir les distances, le paysage arctique et ses transformations.En effet, si le livre offre des perceptions subjectives assumes de ces villes, il peint surtout un tableau des changements climatiques dans la rgion, entre nouveaux enjeux gopolitiques, disparition des glaciers et futur incertain.
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 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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.066 | 0.002 |
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; both teacher heads agree on what is shown here.
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".