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Record W4416427345 · doi:10.1080/09644016.2025.2588008

Geo-themed and geo-centric thought: reflections on the onto-epistemological basis of critical thought’s geologic turn

2025· article· en· W4416427345 on OpenAlex
Mauricio F. Collao Quevedo

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

VenueEnvironmental Politics · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical Geography and Geographical Thought
Canadian institutionsYork University
Fundersnot available
KeywordsBasis (linear algebra)Turn (biochemistry)

Abstract

fetched live from OpenAlex

Critical social and environmental thought is undergoing a ‘geological turn’ whereby the science of Geology and the notions of the ‘geos’ and ‘the geologic’ are repeatedly conjured to think through current historical and socio-ecological challenges. In this article, I examine the conceptual, methodological, and empirical basis of this geologic turn, identifying five strands of research that currently constitute it but fail to take seriously its supposed object of study, thus qualifying as ‘geo-themed’ rather than ‘geocentric’ strands of research. I argue that the geologic turn remains relatively underdeveloped, overlooking how the onto-epistemological foundations of capitalist and colonial modernity are being destabilized by ongoing research at the intersections of the human sciences and the geosciences – research whose geo-historical significance critical thought’s geologic turn is uniquely positioned to develop into new modalities of matter and visions of modernity for life in the transition moment we occupy between planetary states.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.779
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.003
Scholarly communication0.0000.000
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 head0.029
GPT teacher head0.316
Teacher spread0.287 · 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