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Record W1640382895 · doi:10.24917/2702

Przekształcenia przestrzennej struktury meksykańskiego przemysłu samochodowego pod wpływem BIZ

2015· article· pl· W1640382895 on OpenAlex
Mirosław Wójtowicz

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueStudies of the Industrial Geography Commission of the Polish Geographical Society · 2015
Typearticle
Languagepl
FieldEconomics, Econometrics and Finance
TopicGlobal trade and economics
Canadian institutionsnot available
Fundersnot available
KeywordsForeign direct investmentAutomotive industryLiberalizationProduction (economics)Investment (military)Distribution (mathematics)International economicsEconomicsInternational tradeBusinessEconomyMarket economyPolitical scienceMacroeconomicsEngineering

Abstract

fetched live from OpenAlex

The purpose of this article is to determine the impact of FDI on the changes in the spatial distribution of the automotive industry in the years 1999–2013. The article examines the spatial structure of FDI inflows associated with the automotive industry to Mexican states, trying to determine their size and structure as well as their impact on the change in the level of employment and production in this sector. The analysis allowed for indicating the newly formed clusters of this industry in the analyzed states. In the years 1999–2013, the Mexican automotive industry attracted the inflow of more than USD30.4 billion in the form of FDI, which accounted for 8.5% of the total cumulative value of FDI inflow in this period. This led in consequence to the dynamic growth of the production of new vehicles as well as parts, most of which was spent on export to neighboring countries of NAFTA. One of the important elements of the transformation of the Mexican economy in the early 1990s. was the liberalization of foreign trade and the opening of the inflow of foreign investment. The second very important economic advantage was joining NAFTA in 1994. Those two factors caused Mexico to become a very attractive place for the location of industrial activities. Firstly, due to its large domestic market, growing with the increase in wealth of the society. Secondly, due to the NAFTA agreement guaranteeing the freedom of movement of goods to the USA and Canada meant that Mexico was becoming an attractive production platform offering relatively cheap and well-educated workforce and access to capacious market. Another important factor increasing the inflow of FDI, particularly in the automotive industry, was connected with changes of the strategies of the international car producers under the influence of globalization and increasing competition in global markets. The desire to reduce production costs while maintaining the quality of the produced vehicles and access to the market, have forced particularly American corporations (GM, Ford and Chrysler) to transfer an increasing part of their production to Mexico. The country has also become attractive to other transnational corporations competing with American manufacturers, which also intensified FDI inflow in this sector to Mexico.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesResearch integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.343
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.006
Bibliometrics0.0000.004
Science and technology studies0.0010.004
Scholarly communication0.0000.000
Open science0.0040.003
Research integrity0.0020.002
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 head0.209
GPT teacher head0.276
Teacher spread0.067 · 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