Cartographie des frontières floues dans l’oeuvre d’Audrée Wilhelmy
Bibliographic record
Abstract
Ambiguë et déstabilisante, l’oeuvre d’Audrée Wilhelmy questionne les frontières du fantastique, construisant un univers où surnaturel et réel se côtoient alors que l’inexplicable, bien qu’inquiétant, semble malgré tout aller de soi. Développant une cartographie imaginaire aussi vaste que floue, l’écriture, mystérieuse, n’offre à nos questionnements que des réponses cryptiques. Si le fantastique se caractérise par son effet de lecture entre plaisir de l’indétermination et suspense, ce dernier laisse ici place au malaise de l’abject, à une fascination à la limite du dégoût. De berges brumeuses en forêts denses, l’autrice explore résolument les frontières spatiales, biologiques, morales et littéraires.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.009 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.018 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".