Barrières en kansen voor agrarische zij-instromers
Bibliographic record
Abstract
aandeel bedrijfshoofden dat ouder is dan 50 neemt tussen 2008 en 2023 juist toe.In deze jaren valt op dat het aandeel bedrijfshoofden dat ouder dan 50 is en wel een opvolger heeft toeneemt (van 15 naar 28%), en het aandeel dat geen opvolger heeft gelijk blijft (38%) (Ministerie van Landbouw, Visserij, Voedselzekerheid en Natuur, 2024; Agrimatie, 2024).Bij zeer kleine agrarische bedrijven zijn er in 2023 relatief meer bedrijven zonder opvolger (56%), terwijl dit bij zeer grote bedrijven minder vaak voorkomt (12%).Hoewel er dus relatief meer
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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) | 0.003 | 0.004 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 0.116 |
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".