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Record W7135705867

Cost and EU Public Procurement Law: Life-Cycle Costing for Sustainability

2020· book· en· W7135705867 on OpenAlex
Marta Andhov, Roberto Caranta, Anja Wiesbrock

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.

Bibliographic record

VenueResearch at the University of Copenhagen (University of Copenhagen) · 2020
Typebook
Languageen
FieldBusiness, Management and Accounting
TopicPublic Procurement and Policy
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsProcurementSustainabilityCall for bidsGoods and servicesGovernment (linguistics)Activity-based costingSocial sustainabilityDomestic marketEuropean union
DOInot available

Abstract

fetched live from OpenAlex

Public institutions, companies and governments in the EU and around the world are increasingly engaging in sustainable public procurement – a broad concept that must consider the three pillars of economic equality, social welfare and public health and environmental responsibility when designing public tenders and finalizing government contracts.<br/><br/>This book contributes to the development of life-cycle criteria tools and methodologies for public procurement in the EU. It collects both sector-crossing contributions analysing the most relevant theoretical and legal aspects, including both EU law and contract theory, and sector-specific contributions relating to some of the most important sustainable goods and services markets. The book starts with a chapter that discusses the different approaches to including sustainability considerations in buying decisions by both private and public purchasers, and then goes on to examine the EU law on LCC and how it is implemented in different Member States. These chapters address the challenges in balancing economic and sustainability objectives under EU internal market law. One chapter develops the analysis with specific reference to public-private partnership.<br/><br/>Another chapter elaborates how multi-stakeholders’ cooperation is necessary to develop LCC, based on a case study of a lighting services procurement. Three sector-specific studies relating to social housing, textile and clothing and IT close the book.<br/><br/>With contributors from a range of backgrounds including law, business, management, engineering and policy development, this interdisciplinary book provides the first comprehensive study on LCC within the framework of EU public procurement law.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, 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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.107
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.002
Scholarly communication0.0000.002
Open science0.0020.003
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0760.008

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 head0.095
GPT teacher head0.285
Teacher spread0.190 · 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