Cinq mille ans d'occupation humaine en milieu extreme: des paleoesquimaux aux inuits
Bibliographic record
Abstract
Depuis pres de 5000 ans des groupes humains ont vecu dans un des environnements les plus extremes de la planete ou l'hiver la temperature descend souvent pres de -50° Celsius, ou les vastes etendues de territoire sont souvent balayees de vents violents, ou les ressources naturelles sont limitees et parfois difficiles d'acces et ou la saison estivale, malgre une temperature plus clemente, peut etre aussi une periode difficile. Pourtant les Inuits et leurs predecesseurs paleoesquimaux ont occupe ces territoires arctiques et y ont developpe des modes de vie parfaitement adaptes a ces conditions particulieres. L'article qui suit presente certains aspects de la culture materielle resultant de ces modes de vie.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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; 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".