Téphrostratigraphie et palynologie de tourbes du Boréal et de l’Atlantique dans le massif Central (France)
Bibliographic record
Abstract
La composition chimique des magmas de trois téphras que l'on trouve dans des tourbières en Auvergne a été déterminée. Elle a permis de distinguer la Téphra du Montchal (trachybasalte potassique) de celle du Montcineyre (basanite) qui sont pratiquement synchrones vers 6000 BP. La Téphra de La Taphanei (8500 BP, Boréal) est un trachyte. Deux diagrammes polliniques antérieurs font état de la présence de pollen de Tilia (Atlantique) au niveau de la Téphra de La Taphanei, voire même sous elle. Une nouvelle étude de cinq tourbières démontre : (i) que des grains de pollen isolés de Tilia ne sont pas observés dans plus de 17 % des niveaux d'âge boréal; (ii) que leur présence est plus fréquente au-dessus de la Téphra de La Taphanei; (iii) que la courbe continue de Tilia ne commence que bien au-dessus de la Téphra de La Taphanei, lorsqu'il n'y a pas de lacune dans la séquence.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".