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Record W2899759886 · doi:10.14288/1.0372149

A pedagogy of water : restorying the Rio Grande/Rio Bravo

2018· article· en· W2899759886 on OpenAlexaff
Marissa Isela Muñoz

Bibliographic record

VenuecIRcle (University of British Columbia) · 2018
Typearticle
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

Water is life. For millennia, the Rio Grande/Rio Bravo has nourished many Indigenous peoples along its 1,255 mile length, from it's source in the San Juan Mountains to the Gulf of Mexico. The river is the lifeline, read as a map between the interrelated communities. Colonization turned the Rio Grande/Rio Bravo into an international border between the United States and Mexico, and in the last 40 years, our river/border has become heavily militarized. This project engages a practice of Indigenizing/decolonizing the Rio Grande/Rio Bravo as ancestral waters to various local Indigenous peoples, drawing from the collective memory of intergenerational indigenous fronterizxs (border residents) to examine the relationships between people of the Laredo/Nuevo Laredo community and the Rio Grande/Rio Bravo. To do this, I theorized a new theoretical framework called an Indigenous Fronterizx Cosmography, which braids Indigenous epistemologies, Xincanx ontologies, and borderland positionalities. This way, first-hand accounts are understood as intellectual traditions that revitalize, restore, and restory the holistic ancestral knowledges of the land and river. Next, I created a culturally-centric research methodology, named Fronterawork, drawing from Indigenous methodologies, oral history/testimonio sharing, and witnessing to document the lived experiences of 25 community elders and knowledge-keepers in/of/with/near/over/across the river's waters. Participants shared their knowledge of the Rio Grande/Rio Bravo, as well as their perspectives of how the river has changed over their lifetimes. Their testimonios were examined holistically, and in-context as embodied and emplaced situated knowledges of the river. When considered in conversation with each other, themes and subthemes emerged, suggesting two major approaches to understanding: river-as-water (Water Thinking) and river-as-border (Border Thinking). In response, I created a Pedagogy of Water that builds on the collective memory of community elders in order to teach the next generations about our river. This pedagogy interrupts dominant forms of displacement and violence against the diverse Indigenous peoples of the river/border communities, while revitalizing the ancestral relationships between the Indigenous peoples and the Rio Grande/Rio Bravo. Our collective memory serves as foundation from which to revitalize and honor the Rio Grande/Rio Bravo as part of the sacred landscape of what is today called south Texas.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.781
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.006
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.007
GPT teacher head0.167
Teacher spread0.160 · 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.

Study designObservational
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
Published2018
Admission routes1
Has abstractyes

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