Évolution historique de la morphogenèse et de la dynamique fluviale d’une rivière méditerranéenne : l’exemple de la moyenne durance (France du sud-est)
Bibliographic record
Abstract
L'évolution historique des lits fluviaux de la moyenne Durance (Sud-Est de la France) est étudiée à partir de documents d'archives (textes et cartes anciennes), de séries diachroniques de photographies aériennes et d'analyses sédimentologiques des dépôts de la plaine alluviale. La richesse de l'information recueillie a permis de retracer l'évolution de la rivière au XIX e et au XX e siècle : diminution de la fréquence des crues, contraction des lits fluviaux, incision. Lors des périodes antérieures, il semble que des phases de forte activité morphodynamique et hydrologiques (fin XIV e siècle, XVI-XIX e siècles) alternent avec des phases d'accalmie (XV e siècle), sans que disparaisse le style fluvial en tresses. L'étude souligne les particularités d'une rivière soumise à des influences méditerranéennes et montagnardes et l'importance, dans ce contexte, des fluctuations climatiques sur l'évolution de la morphogenèse fluviale.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.005 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".