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Record W2098720279

The development of aerospace clusters in Mexico

2011· preprint· en· W2098720279 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

VenueRePEc: Research Papers in Economics · 2011
Typepreprint
Languageen
FieldSocial Sciences
TopicRegional Development and Innovation
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsPolitical scienceHumanitiesForestryGeographyArt
DOInot available

Abstract

fetched live from OpenAlex

Introduction: High technology companies tend to cluster around knowledge-producing institutions (Braunerhjelm and Feldman, 2006). Aerospace follows this pattern, and there are well known examples of aerospace clusters located around large prime contracting aerospace producers (Niosi and Zhegu, 2005). A recent trend that is taking momentum is the setting up of manufacturing facilities by leading aerospace companies in Mexico. Objectives: The objective of this study is to investigate the attracting factors of Mexican clusters and to examine some of the country policy measures to incentive the aerospace sector, in order to assess the potential of Mexico to be a relevant part in this world-class high technology industry. Methods: A survey applied to selected aerospace firms in Mexico and interviews with regional governments are the information source. Results: Agglomeration forces in Mexican aerospace clusters are strongly related with manufacturing advantages. In addition, policy measures seem insufficient to encourage firms to undertake more complex activities. Conclusions: Even though advantages not related with innovation may explain the presence of firms in Mexico's aerospace clusters, these advantages should not be minimized given the tough quality standards of the aerospace industry, and if properly managed they may form the base for future development.

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)0.007
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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.823
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.079
GPT teacher head0.355
Teacher spread0.276 · 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