Nutriëntenhuishouding in de bodem en het oppervlaktewater van de Drentse Aa : bronnen, routes en sturingsmogelijkheden
Bibliographic record
Abstract
Deze rapportage richt zich op het stroomgebied de Drentse Aa. Om zicht te krijgen op de nutriëntenhuishouding in het gebied is er vanaf 2004 aanvullend op het reguliere meetnet van het waterschap in het oppervlaktewater gemeten. Voor de interpretatie van deze meetgegevens en het leggen van relaties om de bronnen en transportroutes van nutriënten in beeld te brengen waren modellen en aanvullende metingen noodzakelijk. In dit syntheserapport wordt de nutriëntenhuishouding in de bodem en het oppervlaktewater van de Drentse Aa beschreven, met als doel het totale systeem te doorgronden (waaronder de bronnen en routes van nutriënten in het systeem) en vanuit die positie de sturingsmogelijkheden om de waterkwaliteit te verbeteren aan te geven.
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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 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.129 | 0.003 |
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".