Variabilité spatio-temporelle de la magnitude et de la période d'occurrence des crues saisonnières hivernales au Québec méridional
Bibliographic record
Abstract
AVANT -PROPOSLa rdaction de ce mmoire s'est faite conformment l'article 138.1 du Rglement des tudes de cycles suprieurs de l'UQTR rdaction sous forme d'articles scientifiques permettant de prsenter les rsultats obtenus dans le cadre d'une matrise de recherche' en sciences de l'environnement sous forme d'article scientifique plutt que sous forme traditionnelle.Ce mmoire divulgue la synthse de mes travaux portant sur la variabilit spatio-temporelle de la magnitude et de la priode d'occurrence des dbits maximums journaliers hivernaux au Qubec mridional (Canada).Ce document est divis en trois chapitres.Le premier consiste en une introduction suivie d'un rsum substantiel du projet de recherche.Le second chapitre est prsent sous la forme d'article scientifique.Cet article a pour titre: Temporal variability of the magnitude and timing ofwinter maximum daily flows in southern Quebec (Canada)>> et a t soumis la revue Water Resources Research.Le troisime et dernier chapitre expose les conclusions gnrales qui ressortent de cette tude.Je suis premire auteure (M.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".