Effecten aanpassing energieheffingen glastuinbouw 2025-2030
Bibliographic record
Abstract
Aanpassingen van de energieheffingen voorgesteld in het coalitieakkoord van eind 2021 hebben forse directe kosteneffecten voor de glastuinbouw op sectorniveau, bedrijfsniveau en bedrijfstypeniveau in 2025 en 2030.Indirecte effecten van aanpassingen van de energieheffingen zijn in 2022 niet te kwantificeren door complexiteit van de glastuinbouwsector, onder meer door de internationale afzetmarkt voor tuinbouwproducten, de energiemarkt en de actuele situatie van de energiecrisis vanaf de tweede helft van 2021.Glastuinbouwbedrijven hebben opties om de effecten te beperken.Veel van de opties hebben een beperkt kostendempend effect en enkele hebben een groter effect, maar gaan gepaard met grote investeringen en complexe realisatietrajecten.Hierbij is behoud van concurrentiekracht belangrijk.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.035 | 0.004 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".