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Record W4412809015 · doi:10.14195/2182-8830_12-1_4

Re-enacting painful and sensitive memories on social platforms through fictional profiles

2025· article· en· W4412809015 on OpenAlexaff
Lescouet Emmanuelle, Alexandra Saemmer, Nolwenn Tréhondart

Bibliographic record

VenueMatlit Revista do Programa de Doutoramento em Materialidades da Literatura · 2025
Typearticle
Languageen
FieldComputer Science
TopicCultural Insights and Digital Impacts
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsPsychologyAestheticsComputer scienceHuman–computer interactionArt

Abstract

fetched live from OpenAlex

The possibility of passing for someone else did not emerge with social media. However, the fact that, as the saying goes, “on the Internet, nobody knows you’re a dog,” has made building fictitious identities much easier. In this paper, we will explore the hypothesis that beyond trivial experiments with pseudonyms, the option of experimenting with “versions of oneself” on social platforms has given rise to a new genre, that we term “fictional profiles.” We will consider the fictional profile as a symbiotic agent, pointer and witness to contemporary society. After a general introduction to the genre and a critical discussion of methodologies to identify its specificities, we will focus on two re-enactments of historical events and figures on Facebook and Instagram. We will discuss the problematic nature of these works in terms of valorization, preservation and archiving insofar as, on the one hand, they question the classical categories of the work, the author and the reader; and, on the other hand, they are fundamentally dependent on their publication platforms.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.972
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
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.5700.002
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 head0.076
GPT teacher head0.321
Teacher spread0.245 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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
Published2025
Admission routes1
Has abstractyes

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