La vie future des objets : une contribution à la réflexion sur la durabilité à travers l’expérience spéculative du projet ADN
Bibliographic record
Abstract
Cet article présente un projet de recherche-création ayant pris la forme d’une exposition interactive nommée « ADN- La vie future des objets ». Dans une scénographie de laboratoire scientifique, l’exposition révèle les déclarations d’un manifeste évoquant l’intégration du monde des objets à celui du vivant, d’où la référence à l’ADN. En établissant un parallèle entre le système des objets et le monde des organismes vivants, cette exposition pose un regard à la fois critique et inédit sur notre rapport aux objets et provoque une réflexion sur la notion de durabilité, de dégradation de l’environnement, de surconsommation et d’attachement émotif, tout en anticipant les impacts potentiels liés aux objets connectés et à l’intelligence artificielle sur notre vie privée.
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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 | 0.008 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.017 |
| Scholarly communication | 0.011 | 0.011 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 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".