L’Enfer de James Nachtwey : protocole pour une photographie compassionnelle
Bibliographic record
Abstract
Le photojournaliste est un personnage dépourvu d’éthique. L’une des raisons habituellement invoquées pour justifier cette opinion tient à la diffusion non autorisée d’images d’accidents de voiture, d’incendies et autres désastres. La production et la publication d’images inconvenantes au regard des personnes directement affectées par le drame est jugée contraire à l’éthique. Mais la raison économique l’emporte sous la pression d’un vaste marché qui ne cesse de réclamer semblables images. Le caractère public des informations entre en conflit avec la dimension privée de la peine éprouvée par les proches et les victimes d’une tragédie. Si le drame est ressenti comme une affaire privée, sa gravité, elle, justifie son passage dans la sphère publique. En prenant appui sur les travaux du photographe américain James Nachtwey, nous proposons d’étudier ce paradoxe que le photojournalisme tente de justifier éthiquement.
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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 | 0.106 | 0.134 |
| Meta-epidemiology (narrow) | 0.002 | 0.003 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.004 | 0.006 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.010 | 0.012 |
| Insufficient payload (model declined to judge) | 0.119 | 0.036 |
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".