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Record W88718428

Persistence of Vision: Memory, Migration & Citizenship - Free Trade or the Faulure of Cross-Culturality?

2024· article· W88718428 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueFigshare · 2024
Typearticle
Language
FieldSocial Sciences
TopicGlobal Political and Social Dynamics
Canadian institutionsSt. Mary's University
Fundersnot available
KeywordsPersistence (discontinuity)CitizenshipPsychologyComputer sciencePolitical scienceLawGeology
DOInot available

Abstract

fetched live from OpenAlex

In my novel, Flying in Silence, set in both Australia and Canada, my principal character is a French Canadian man torn between landscapes, languages and allegiances. To represent what was for me the central dilemmas of the novel — reconciling memory and migration — I used the metaphor of Persistence of Vision, that process in film through which we physiologically make sense of, or hold together, what should be a blurred, segmented and impartial sequence of frequently unrelated images. *** Persistence of vision is all about the eye, the way it follows a film, remembers an image, holds on to it, until the next one appears to replace it, so that we are never conscious of the stutter of frames — the space between. Image after image flows past us leaving ghostly fingerprints on shellshocked retinas. Our mind races, slower than light, and we see through the past into the present, just as that present no longer exists. And so we imagine the future. With the old projectors, a glitch could shake that sequence free. Suddenly, we might glimpse a momentary stutter that we’d suppressed — a mother, torn and fractured by a creeping darkness, a loved one felled by another’s lifelong expectations, violence inflicted on a child so that he turns himself inward and disappears.

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)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.944
Threshold uncertainty score0.948

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0530.000

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 head0.076
GPT teacher head0.361
Teacher spread0.285 · 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