Aanbevolen Deense herkomsten van sitkaspar in Nederland
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
Resultaten van een langlopend onderzoek naar de beste herkomsten van Sitkaspar voor Nederland. Sitkaspar komt van nature voor in een smalle zone langs de westkust van de VS en Canada. In Nederland is de soort op kleine schaal aangeplant, en in geval van verjonging is het van belang materiaal te gebruiken dat zo goed mogelijk is aangepast aan de Nederlandse ecologische omstandigheden. In het herkomstonderzoek zijn herkomsten uit Noord-Amerika en Denemarken vergeleken op eigenschappen als groei, stamvorm, laat uitlopen en slagingspercentage. Vier Deense herkomsten (uit drie zaadopstanden en een zaadgaard) worden vanwege hun kwaliteit opgenomen in de aanbevelende Rassenlijst voor Bomen. Alterra-rapport 846: Internationaal herkomstonderzoek Sitkaspar in Nederland, 2003
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.009 |
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