Bridging memories and transformative narratives: A visual and written response to Art-making with refugees and survivors by Sally Adnams Jones / Rapprochements entre souvenirs et récits transformateurs : réponse visuelle et écrite à Art-making with refugees and survivors par Sally Adnams Jones
Bibliographic record
Abstract
Book Response: Art-making with refugees and survivors: Creative and transformative responses to trauma after natural disasters, war, and other crises, edited by Sally Adnams Jones. London, England: Jessica Kingsley Publishers, 2018, 336 pp., ISBN: 1785922386Keywords: Community Arts; Refugees and Survivors; International Arts; Expressive and Creative Arts Therapies; Art Education; Transformative. Réaction livresque: Art-making with refugees and survivors: Creative and transformative responses to trauma after natural disasters, war, and other crises, edited by Sally Adnams Jones. London, England: Jessica Kingsley Publishers, 2018, 336 pp., ISBN: 1785922386Mots-clés : arts communautaires ; réfugiés et survivants ; arts internationaux ; thérapies par des activités créatives et d’expression ; éducation artistique ; transformateur.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".