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Record W4406325321 · doi:10.5751/es-15749-300108

Enabling “barrio” innovation: a grassroots approach for centering community initiatives in just sustainability transformations

2025· article· en· W4406325321 on OpenAlexvenueno aff
Vanya Bisht, Regional Carrillo, Monique Franco, Virginia Ángeles-Wann, Jose‐Benito Rosales Chavez, Silvia Gómez, Amanda Kuhn, Paige Mollen, Jorge Morales-Guerrero, John Wann-Ángeles, Chingwen Cheng, Marta Berbés‐Blázquez

Bibliographic record

VenueEcology and Society · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Socioeconomic Development
Canadian institutionsnot available
Fundersnot available
KeywordsGrassrootsSustainabilityEnvironmental planningCommunity organizingEnvironmental resource managementPolitical scienceBusinessGeographyPublic relationsEcologyEconomicsPolitics

Abstract

fetched live from OpenAlex

Sustainability transformations are most meaningful when communities take ownership of their collective futures and guide transformative processes that are rooted in their local traditions and value systems. Yet, researcher–community collaborations aimed at facilitating meaningful transformations can fall short of their objectives if they do not explicitly recognize bottom-up transformative processes that already exist in the community that enable grassroots ways of knowing and addressing sustainability challenges prevalent in the community. This paper addresses this gap in researcher–community partnerships by illustrating a transdisciplinary collaboration that emerged among researchers, educators, and advocates in South Phoenix, Arizona that sought to center recognitional and epistemic justice from the start. These collaborations led to the co-designing and execution of school curriculums in three learning centers in South Phoenix aimed at developing researcher capabilities among learners for exploring the pasts, presents, and futures, and contributing to transformative action in their community. This paper outlines the approaches that this group of collaborators, who are all co-authors in the paper, took toward forming reciprocal relationships and facilitating just transformations in the community. First, we describe our collaboration process, which was mindful of activating existing spaces of community leadership as well as cultivating spaces of reciprocal knowledge exchange and reflection among the collaborators. Next, we outline our approach toward facilitating just transformations, which we call “barrio” innovation, which is based on principles of embracing a mindframe of abundance, enabling transformative pathways, and focusing on the micro-scale. We further illustrate, through case studies, how our approaches to collaborations and transformations manifested in different learning centers and with different collaborators in South Phoenix. We conclude with our collective reflections and the practices that worked for us toward facilitating just transformations through meaningful researcher–community collaborations.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.673
Threshold uncertainty score0.632

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.027
GPT teacher head0.278
Teacher spread0.251 · 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 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
Published2025
Admission routes1
Has abstractyes

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