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Record W4406080789 · doi:10.1016/j.ecoser.2024.101691

Ecosystem services concept: Challenges to its integration in government organizations

2025· article· en· W4406080789 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEcosystem Services · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicLand Use and Ecosystem Services
Canadian institutionsUniversité du Québec en OutaouaisUniversité Laval
FundersNatural Sciences and Engineering Research Council of CanadaMitacsUniversité Laval
KeywordsEcosystem servicesBusinessGovernment (linguistics)Environmental resource managementEcosystemEnvironmental planningGeographyEcologyEconomicsBiology

Abstract

fetched live from OpenAlex

• We interviewed government organizations’ actors to investigate the barriers to ES concept implementation. • Integration into organizations is limited by confusion in terminology and difficulties in ES evaluation. • Operationalization across fragmented organizations, sectors and scales is considered complex to resolve. • Organizational prioritization of ES associated with wealth creation is a challenge due to related trade-offs. • A common cognitive and technical framework could bridge organizations towards a shared understanding of ES. The ecosystem services (ES) concept is well-established in the scientific community but remains underutilized and poorly understood within government organizations. In this article, we analyze the barriers to integrating ES into relevant governmental operations in Quebec, Canada. According to the perspective expressed by eight governmental organizations’ representatives, we analyze factors constraining the integration of the ES concept at the government level while suggesting ways forward. We found that despite the relevance of this concept in many areas ranging from planning to environment management, its operationalization faces challenges due to 1) confusion of terminology; 2) difficulties in evaluating and prioritizing ES; and 3) the complexity of operationalization in a context of interdependent practices. Moreover, the adoption of guidelines to implement the ES concept in governmental policies and programs is insufficient. Along with institutional and operational limitations, government organizations face structural constraints preventing the concept’s full use, namely the fundamental of State and market. Our study shows that although the ES concept is apprehended in a utilitarian way for short-term goals within government organizations, it nonetheless holds the potential to raise awareness and promote enlightened decision-making on environmental benefits.

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 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)0.000
metaresearch head score (Gemma)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.286
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.003

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 head0.006
GPT teacher head0.208
Teacher spread0.203 · 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