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Record W7069172814

Cloud Theory

2023· other· en· W7069172814 on OpenAlexaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2023
Typeother
Languageen
FieldMaterials Science
TopicThermal and Kinetic Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsUndoingGeorge (robot)RedressNormativeSpace (punctuation)MasculinityDystopiaMythologyWright
DOInot available

Abstract

fetched live from OpenAlex

Cloud Theory presents a critical, intimate study of post-MeToo masculinity in the form of a novel. Dr. Eli Sabaktani, professor of Speculative History and Myth at Osiris University, finds the diary of Johnny Gray, one of his graduate students, who has recently been called a “known abuser” online. Seeking to understand and redress harm, Eli publishes the diary, not without first gracing its pages with an impassioned preface and copious annotations that flesh out the story’s historical, mythological, and philosophical underpinnings while revealing Eli’s own gender trouble. Johnny’s diary tells the story of a group of friends who attempt to operate a queer-feminist community space in Montréal. Johnny questions his own position and authority within the group, elaborating a “cloud theory” that would replace the rigid impassivity of normative masculinity with a more fluid and cloud-like vulnerability. How might we loosen or “liquefy” the subjective, political, and economic categories that bind, limit, and oppress us, without completely undoing the psychic and social boundaries that nourish and protect us? How to create a safe space that is yet still porous? Johnny attempts to put his ideas into practice, but tensions rise as the group navigates the ensuing COVID pandemic, the protests following the murder of George Floyd, and finally the callout leveled against Johnny that derails the project and sends him into a crisis. Johnny finds momentary reprieve in email exchanges with Eli where they discuss masculinity, shame, power, and perfection, until Eli’s lectures drive him to seek a more pragmatic and compassionate resolution to his story. Cloud Theory seeks to understand the workings of structural power, how it seeps into the body and pries open even our most intimate relationships. Storytelling as methodology allows for a more agile mapping of these liquid dynamics, inflected as they are by personal histories fraught with trauma and shame. In the contested cracks between identity, affect, and power, Cloud Theory attempts to rethink what a male body is, what it can do, and what it might become.

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 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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.111
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.005

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 head0.023
GPT teacher head0.262
Teacher spread0.239 · 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; both teacher heads agree on what is shown here.

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
Published2023
Admission routes1
Has abstractyes

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