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Record W4321611418 · doi:10.1080/13527258.2023.2181379

The industrial heritage of two sacrifice zones and the geopolitics of memory in Northern Chile. The cases of Gatico and Ollagüe

2023· article· en· W4321611418 on OpenAlexafffund
Damir Galaz-Mandakovic, Francisco Rivera

Bibliographic record

VenueInternational Journal of Heritage Studies · 2023
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsUniversity of Toronto
FundersFondo Nacional de Desarrollo Científico y TecnológicoSocial Sciences and Humanities Research Council of Canada
KeywordsLivelihoodGeopoliticsIndustrialisationSacrificeGeographyArchaeologyEconomyPolitical scienceLawAgriculture

Abstract

fetched live from OpenAlex

The Antofagasta region, now part of northern Chile, belonged to Bolivia until the so-called War of the Pacific (1879–1883). Since the end of the nineteenth century, with the irruption of foreign and national capitals, the area witnessed intense industrialisation and mining expansion. Industrial mining modified local communities’ livelihoods, social practices, landscapes, and ecologies. Gatico (coast) and Ollagüe (highlands) were two mining centres that agglutinated a significant migrant workforce to produce copper and sulphur, respectively. Now dismantled, both peripheric extractive spaces form an ‘industrial topology’ structured outside the national margins. Abandoned industrial infrastructures and the chemical debris of mining activities reconfigure the current geopolitics of memory among local communities. Tensions and dissonances emerge from the touristic and economic ‘museumification’ of these sacrifice zones and their industrial ruins.

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.

How this classification was reachedexpand

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.475
Threshold uncertainty score0.171

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.031
GPT teacher head0.277
Teacher spread0.246 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations8
Published2023
Admission routes2
Has abstractyes

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