Les effets d’un embâcle sur la morphologie du lit d’une confluence de cours d’eau
Bibliographic record
Abstract
La morphologie du lit aux confluences est particulièrement sensible aux changements dans le rapport des débits entre les tributaires. En milieu nordique, les embâcles de glace situés en amont des confluences peuvent modifier les débits des tributaires et ainsi affecter les conditions hydrauliques de la confluence. Au printemps 1986, nous avons observé les effets d'un embâcle sur la morphologie du lit d'une confluence située dans le bassin du ruisseau du Sud, en Estrie, au Québec (45°20'N, 7V20'W). La formation de l'embâcle et sa rupture ont entraîné l'accumulation d'un banc graveleux à l'entrée du tributaire majeur, le surcreusement du tributaire mineur et le déplacement de la zone d'affouillement. Depuis la débâcle, les conditions d'écoulement se sont stabilisées et les sédiments sont graduellement redistribués sur le lit. La confluence tend à retrouver une morphologie semblable à celle qui prévalait avant la crue printanière.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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; 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".