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Record W4411506066 · doi:10.1007/s11625-025-01708-5

The urgency of the Lancet Planetary Health–Earth Commission’s report and IPBES transformations versus the ongoing Z transformation: the need to soften the human sustainability boundaries

2025· article· en· W4411506066 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSustainability Science · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicClimate Change and Health Impacts
Canadian institutionsInternational Political Science Association
FundersFundação para a Ciência e a TecnologiaUniversidade do MinhoMinistério da Ciência, Tecnologia e Ensino Superior
KeywordsPlanetary boundariesSustainabilityEarth system scienceCommissionSustainability scienceEnvironmental ethicsSustainable developmentEnvironmental resource managementBusinessPolitical scienceSustainability organizationsEconomicsEcologyLawBiologyPhilosophy

Abstract

fetched live from OpenAlex

Abstract The Lancet Planetary Health–Earth Commission’s report proposes the translation of safe and just Earth-system boundaries across scales, transitions and transformations as being necessary to create a durable pathway to sustainability. Here we address the willingness and engagement of individual people to understand, feel the value, and implement the totality of its recommended transformations. We adopt an approach based on inner dimensions of sustainability. This depends on seven human critical determinants that we believe can act as human sustainability boundaries (HSB), but can be suitably softened. We conclude that the required softening of HSBs is unlikely to be successful without phasing down the current counter-sustainability Z transformation. This is an heir of the Neolithic and Industrial Revolutions, but has acquired its own powerful identity, and is apparently unable to deliver sustainability.

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.

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)0.008
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.491
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0130.006
Scholarly communication0.0000.001
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 head0.030
GPT teacher head0.349
Teacher spread0.318 · 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