Bibliographic record
Abstract
Dans le contexte de métropoles de plus en plus tournées vers la valorisation de leurs singularités patrimoniales, émergent de nouvelles formes d’interventions portées par des mouvements de résistance utilisant l’art et la culture comme supports de contestation et de revendication citoyenne. Ce phénomène, observé dans des métropoles d’espaces riches ou pauvres sans distinction, inspire l’étude d’une initiative artistique menée dans la favela de Morro da Providência, à Rio de Janeiro, de son caractère multiforme et des rapports complexes qu’elle établit avec les lieux. Cette expérience « artiviste », par la médiation du lieu, rendue possible par l’usage des médias et par un jeu d’images permet-elle de faire entendre des sujets, que ce soit l’artiste ou l’habitant ou, au contraire, doit-elle être caractérisée comme éphémère, et ainsi se voir limitée dans sa capacité de remise en cause politique ?
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 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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.015 | 0.026 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
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".