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Record W4404298094 · doi:10.7202/1114537ar

Rehearsals of Release

2024· article· en· W4404298094 on OpenAlexvenueno aff
Benjamin Ross Nicholson

Bibliographic record

VenuePerformance Matters · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicPosthumanist Ethics and Activism
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Dispossession is not only harmful for the material deprivations it instantiates (though these harms are brutal, even genocidal). To the extent that dispossession occurs within a societal context in which possession is the ultimate virtue, dispossession further diminishes the social significance of those dispossessed; beneath a global regime of neoliberalism, to be lacking in possessions is to be rendered non-agential, unworthy of political representation, and, ultimately, subject to premature death for the profit of others. In the United States and other white-dominated nations, the sickness of white supremacy and its coinciding colonial incursions are rooted in liberal notions of property, doctrines of what can be possessed, what significance possession confers, and who is permitted to do the possessing. This possessive individualism benefits those who have longest held the ability to accumulate wealth via dispossession: already-wealthy white men. This social reality has ruinous effects for those whose cultural values are not predicated on possession yet are subject to the hegemonic forces of white supremacy. In this writing, I propose three “rehearsals of release,” replicable and mutational performances, that can be practically implemented in the lives of those with Settler inclinations. These rehearsals are designed to lessen tendencies toward dispossession and replace them with practices of de-possession, the exploration of a life lived in affinity with ongoing transfers and transitions of unbound matter rather than its monumental hoarding. While none of these rehearsals “solve the problem” of white supremacist neoliberalism, they permit practitioners to meaningfully engage with decoloniality in material, experiential, and intuitive ways and, with hope, encourage the emergence of a shared consciousness that turns away from dispossession and toward the circulation of care.

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)0.004
metaresearch head score (Gemma)0.021
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.027
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.021
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0030.008
Scholarly communication0.0030.005
Open science0.0020.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0270.007

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 head0.025
GPT teacher head0.316
Teacher spread0.291 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2024
Admission routes1
Has abstractyes

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