Investeringsniveau duurzame productiesystemen 2021 : Duurzaamheidsindicator (DP01) in de Rijksbegroting 2024
Bibliographic record
Abstract
Op verzoek van de Tweede Kamer worden de prestaties van het ministerie van Landbouw, Natuur en Voedselkwaliteit (LNV) jaarlijks gemeten op basis van indicatoren voor landbouw, tuinbouw en visserij die in de Rijksbegroting 2024 opgenomen worden. De indicatoren zijn opgedeeld in vier domeinen, te weten: ‘duurzaam produceren’, ‘kennis en innovatie’, ‘voedsel en dier’ en ‘natuur, landschap en platteland’. In dit rapport worden de resultaten van de duurzaamheidsindicator DP01 gepresenteerd inzake het investeringsniveau van duurzame productiesystemen in de land- en tuinbouw en visserij. Het betreft hierbij het definitief vaststellen van de indicator DP01 voor 2021.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.043 | 0.023 |
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".