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Record W6986518248

Plastic Earth: Environmental Justice, Hope in the Global Plastics Treaty, and Reproductive Eco-Anxiety in a Time of Environmental Harm

2024· article· en· W6986518248 on OpenAlexaboutno aff

Bibliographic record

VenueScholarWorks -A service of University of Vermont Libraries (University of Vermont) · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEnvironmental Justice and Health Disparities
Canadian institutionsnot available
Fundersnot available
KeywordsHarmNegotiationScholarshipAttendanceFeelingTreatyEnvironmental justiceBlueprintVulnerability (computing)Ambivalence
DOInot available

Abstract

fetched live from OpenAlex

This dissertation takes a multi-scalar approach to exploring the environmental and human health hazards of plastics. The first and second studies explore global issues of plastics through environmental justice (EJ) and the United Nations plastics treaty negotiations respectively. The first study narrates the plastics “life cycle” through connecting existing literature and case studies of distributive, recognitional, and procedural injustices at each cycle stage. In addition to peer reviewed scholarship and grey literature, this chapter operationalizes the voices of those most impacted as data commensurate to formal studies. The second study explores how the plastics industry and the global EJ coalition communicate opposing stances on “production reduction” in the plastics treaty. I share my research from attendance at the 4th UN Intergovernmental Negotiating Committee session (INC-4) in Ottawa, CA. The third study turns to the personal scale. Through autoethnography, I situate my personal experience with pregnancy, birth, and new motherhood in relationship with plastics through a critical, intersectional feminist lens. In this chapter, I explore the affect and anxiety around the paradox of questionable health and environmental repercussions of ubiquitous plastic, and the simultaneous feelings of ease and relief these plastics produce. Taken together, these chapters create a multidimensional analysis of plastics. I document the systemic, global nature of the environmental injustices of plastics, imbue readers with hope based on the EJ work of dedicated individuals working on the global plastics treaty, and provide a blueprint for those wrestling with the emotional tensions of a personal relationship with plastic materials.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.185
Threshold uncertainty score1.000

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 studies0.0000.001
Scholarly communication0.0000.002
Open science0.0010.000
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 head0.009
GPT teacher head0.204
Teacher spread0.195 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueScholarWorks -A service of University of Vermont Libraries (University of Vermont)Same topicEnvironmental Justice and Health DisparitiesFrench-language works237,207