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The Global Production of Transportation Public–Private Partnerships

2012· article· en· W2096882700 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.

Bibliographic record

VenueInternational Journal of Urban and Regional Research · 2012
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicPublic-Private Partnership Projects
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsProcurementBusinessPolitical scienceEconomyEconomicsMarketing

Abstract

fetched live from OpenAlex

Abstract Around the world, public–private partnerships have become increasingly popular to deliver large‐scale transportation infrastructure projects such as roads, bridges, railways, subways, seaports and airports. The aim of this article is to provide a framework to understand the global geography of projects built through this market‐driven procurement model, which have been predominantly concentrated in a small number of developed countries and emerging markets. As is shown, within many countries, a governance and regulatory environment has been established that supports public–private partnerships over other alternative procurement approaches. Nevertheless, the production of public–private partnerships worldwide has been dominated by a relatively small number of highly globalized construction contractors, engineering firms, financiers, accountancies and consultants from developed countries, who have focused their activities in a narrow set of regions. The article concludes by reflecting on the implications of the high level of industry concentration, and emerging trends showing greater involvement from firms from developing countries. Resumé À travers le monde, les partenariats public‐privé sont de plus en plus utilisés pour les projets d’infrastructure de transports de grande envergure, tels que routes, ponts, voies ferrées, métros, ports et aéroports. Cet article définit un cadre permettant de comprendre la géographie planétaire des projets bâtis selon ce modèle orienté par le marché, projets concentrés dans un petit nombre de pays développés et émergents. Les régimes de gouvernance et la réglementation mis en place dans de nombreux pays favorisent les partenariats public‐privé au détriment d’autres approches de réalisation de projets. Néanmoins, la production de ces partenariats dans le monde a été dominée par un nombre relativement réduit d’entreprises de bâtiment et d’ingénierie, de bailleurs de fonds, de cabinets de comptabilité et de conseils, acteurs installés dans des pays développés et dont les activités internationalisées s’exercent sur un ensemble restreint de régions. La conclusion aborde les conséquences d’une forte concentration industrielle et l’apparition d’une implication croissante des entreprises des pays en développement.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.792
Threshold uncertainty score0.253

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.002
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.220
GPT teacher head0.378
Teacher spread0.158 · 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