Evaluation of CANWET model for hydrologic simulations for upper Canagagigue Creek watershed in southern Ontario
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Canagagigue Creek, plus de 90% des prcipitations lors des mois estivaux sont perdues par vapotranspiration, et plus de la moiti des prcipitations lors des mois hivernaux et printaniers rechargent la nappe phratique. Le modle CANWET a t dtermin comme tant un atout raisonnablement utile dans le calcul de bilan hydrique l'chelle de bassin versant sur des intervalles annuelles (R 2 = 0,89), saisonnires (R 2 = 0,68), et mensuelles (R 2 = 0,68). Mots-cls: CANWET, Modlisation de bassin versant, protection des sources d'eau, bilan hydrique.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it