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Record W3120252383 · doi:10.14288/1.0395515

Hydro-transitions : an environmental history of Chilean electrification

2021· article· en· W3120252383 on OpenAlexaff
de Montmollin

Bibliographic record

VenueOpen Collections · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsElectrificationEnvironmental historyEnvironmental scienceElectricityEconomicsEngineering

Abstract

fetched live from OpenAlex

This thesis examines the history of electrification and hydropower in Chile during the 20th century. Drawing from environmental history, technology history, and science and technology studies, it asks three central questions: How did technology, nature and society interact and shape the hydro-electrification of Chile? What were the economic, environmental and political consequences of damming Chilean rivers for power? And, more broadly, how did rivers, hydroelectric stations and power lines influence territorial and developmental imaginaries and policies over this period? The empirical foundations of the research are primary documents consulted at various archives and libraries in Santiago, Chile, as well as some online repositories. The thesis is structured loosely around the 1943 national electrification plan, which set the terms for constructing a large technological system to exploit Chile’s rivers for power. It explores the origins and creation of the plan, the execution of a key project on the Laja River in south-central Chile, and the failure of another project in Aysén in southern Patagonia. Using these case studies, the thesis makes three main arguments about the history of electricity and hydro power in Chile: 1) that electrification was a key component of the mid-century development project of state-led industrialization; 2) that the construction of the national grid, which is defined as a large envirotechnical system, reveals the limitations to technology’s capacity to capture and control the environment; and 3) that the process of national electrification was a bridge to nation-building processes initiated in the 19th century, as well as to environmental conflicts and energy politics that occurred during and after the Pinochet dictatorship (1973-1990).

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.032
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.005
Scholarly communication0.0030.003
Open science0.0000.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.000

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 head0.014
GPT teacher head0.243
Teacher spread0.229 · 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 source (direct Gemma or distilled Codex), 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

Citations1
Published2021
Admission routes1
Has abstractyes

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