MétaCan
Menu
Back to cohort
Record W4221024233 · doi:10.5539/res.v14n2p23

Narratives About the Future, the End of Times, and the Colonization of the Future

2022· article· en· W4221024233 on OpenAlex
Monica Mastrantonio

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.

venuePublished in a venue whose home country is Canada.
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

VenueReview of European Studies · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicMedia, Religion, Digital Communication
Canadian institutionsnot available
Fundersnot available
KeywordsBattleColonizationUtopiaNarrativeDominance (genetics)HumanityTimelineEnvironmental ethicsSociologyPolitical scienceLawHistoryEcologyPhilosophyBiologyArtLiterature

Abstract

fetched live from OpenAlex

This article aims to argue about the colonization of the future and its narratives. Historically, the future has been determined by a linear Jewish-Christian timeline with a beginning, and an end. Beyond Apocalypse (Armageddon), and Utopia (the dream of Paradise on Earth), the turn of the millennium (the year 2.000) introduced new narratives to these. Technology, the bug of the millennium, and data science become predominant aspects to which the future relates to. This paper argues that the colonization of the future is the act of producing a future in which dominance is still in the power of some, and not available to all. Unless equality and equal distribution of forces win the battle, humanity will continue being a prisoner of the organizations that control and discourse about the future. The colonization of the future, likewise the Church and its final days, or Utopia’s discoveries of Lost Paradise, is being set to determine the future using technology and predictability. It is concluded that the turn of the millennium posts a new time to society, but again, it does not seem that all individuals have been invited. The colonization of the future is a key concept to discuss the forces that are creating the future, and it highlights the necessity to decolonize it.  

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.913
Threshold uncertainty score0.641

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.033
GPT teacher head0.267
Teacher spread0.234 · 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