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Record W4406230341 · doi:10.1177/21711976241309249

Beyond the watery grave: death and water reminders as (un)expected ways to increase environmental identity / <i>Más allá de la tumba acuática: recordatorios de muerte y agua como formas (in)esperadas para fomentar la identidad ambiental</i>

2025· article· en· W4406230341 on OpenAlexafffundabout
Lauren Keira Marie Smith, S. E. Wolfe

Bibliographic record

VenuePsyEcology Bilingual Journal of Environmental Psychology · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental Education and Sustainability
Canadian institutionsRoyal Roads UniversityUniversity of Waterloo
FundersSocial Sciences and Humanities Research Council of CanadaUniversity of Waterloo
KeywordsHumanitiesIdentity (music)ArtAesthetics

Abstract

fetched live from OpenAlex

Climate change increasingly stresses global water availability and reliability via either too much (e.g., floods) or too little (e.g., droughts). To ensure safe and equitable water access and management, significant behaviour changes are needed among both water consumers and decision-makers. Yet discussing water vulnerabilities can be existentially threatening because these water crises involve considering potential physical harm or death from a life-sustaining resource. According to Terror Management Theory (TMT), implicit or explicit awareness of existential threats may result in contradictory identity reinforcements that may actually limit positive water solutions. We examined how three life-threatening water messages — specifically drowning, contaminated water consumption, dehydration — influenced environmental identity compared to a standard mortality threat and a control among 455 Canadian and American adults. Our results indicated that existentially threatening messages significantly increased environmental identity polarization ( p < .05). Given these findings, we discuss implications for sustainable water management within an increasingly threatening global environment.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.106

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
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 head0.302
Teacher spread0.295 · 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 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 routes3
Has abstractyes

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