Bibliographic record
Abstract
Dans cet article, sont présentés les résultats de trois investigations chronologiques des loess du Pléistocène moyen de Normandie, réalisées en étroite collaboration avec Jean-Pierre Lautridou : (1) la datation TL de la séquence loessique de Saint-Romain (Wintle et al., 1984), (2) la stratigraphie TL des séquences de Glos, Goderville, Saint-Romain et Saint-Pierre-lès-Elbeuf (Balescu, 1988) et (3) la datation IRSL de la séquence de Saint-Pierre-lès-Elbeuf (Cliquet et al., 2009). Les données IRSL obtenues à Saint-Pierre-lès-Elbeuf confirment le cadre chronostratigraphique de Jean-Pierre Lautridou (1985). Cependant, la position chronologique du nouveau paléosol « Elbeuf inter III/IV », découvert en 2004 par Jean-Pierre Lautridou, entre les paléosols Elbeuf III et IV, doit encore être précisée. Les datations IRSL en cours dans le laboratoire de luminescence de Montréal devraient apporter des éléments de réponse nécessaires.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".