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Record W3001392695

Financiering voor duurzame landbouwbedrijven : Geld aantrekken op de sociale en ecologische waarden die jij als boer creeert

2020· article· nl· W3001392695 on OpenAlexaff
Susan Drion, Maria van Boxtel, M.P. Vijn, Harold van der Meulen

Bibliographic record

VenueOrganic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture) · 2020
Typearticle
Languagenl
FieldEnvironmental Science
TopicEnvironmental Conservation and Management
Canadian institutionsImpact
Fundersnot available
KeywordsPhilosophyTheologyHumanities
DOInot available

Abstract

fetched live from OpenAlex

Het aantal duurzame landbouwbedrijven groeit. Het realiseren van een duurzame bedrijfsvoering vraagt vaakom investeringen. Bijvoorbeeld investeringen in extra grond of in duurzame bedrijfsgebouwen. Investeringendie jij als agrarisch ondernemer inzet om de sociale, ecologische en economische waarden te realiseren. Naastvoedsel produceren duurzame landbouwbedrijven namelijk ook ecologische waarden, zoals biodiversiteit eneen gezonde bodem. En sociale waarden, zoals het in stand houden van een mooi landschap, recreatie of zorg.Plus je produceert economische waarden voor jou als boer en de mensen om je heen, zoals werkgelegenheid.Welke mogelijkheden heb je om jouw duurzame plannen te financieren?

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.726
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0020.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.083
GPT teacher head0.329
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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Same venueOrganic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)Same topicEnvironmental Conservation and ManagementFrench-language works237,207