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Record W4410922402 · doi:10.1002/geo2.70010

Minecraft's territory: Alberta's oil sands, settler knowledge infrastructure and digital geographies

2025· article· en· W4410922402 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGeo Geography and Environment · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGeographies of human-animal interactions
Canadian institutionsnot available
Fundersnot available
KeywordsOil sandsArchaeologyGeography

Abstract

fetched live from OpenAlex

Abstract In 2017, the Alberta Geological Survey published an extension to the game Minecraft that allows players to virtually mine bitumen in Peace River, one of the three bitumen deposits in Alberta that together form the fourth largest oil reserve on Earth. This article uses the Minecraft extension to advance a novel synthesis of environmental and digital geographies, and to understand how they combine in settler knowledge infrastructures—the networks, institutions and practices through which geoscientific knowledge is constitutive for claims to territory by settler states. To advance these ideas, I show how the data used to create the virtual world within Minecraft are connected to real‐world extraction, especially environmental harms that Alberta's provincial regulator sought to address in Peace River. That data, however, does not stand alone. It was interpreted through, and itself extended, knowledge practices that stretch back to early‐twentieth century mapping and the on‐going collection of extractive data by the state. The Minecraft model also extends Alberta's settler knowledge infrastructure as part of international collaborations with other geological agencies. Set in this broader context, the article pushes digital geographies to attend to how environments—geologic pasts, extractive presents, virtually played—prove constitutive for state claims to territory.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.516
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.002
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 head0.005
GPT teacher head0.229
Teacher spread0.225 · 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