Métamorphose du malheur. Boris Cyrulnik, Les vilains petits canards, Paris, Odile Jacob, 2001, 279 p.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Si je pensais pouvoir t'aider en te plongeant dans le sommeil pour retarder le moment o tu devras repenser tout ce que tu as vcu cette nuit, crois bien que je le ferais, dit Dumbledore avec douceur.Mais je sais que ce ne serait pas une bonne chose.Endormir la douleur pendant quelque temps ne la rendra que plus intense lorsque tu la sentiras nouveau.Tu as fait preuve d'une bravoure qui dpasse tout ce que j'aurais pu attendre de toi et je te demande de montrer encore une fois ton courage.Je voudrais que tu nous racontes ce qui s'est pass. J. K. Rowling, Harry Potter et la coupe de feuLe savant rescap revient sur les lieux du fracas afin de poursuivre l'analyse approfondie du processus de resilience que tout vnement traumatique est susceptible de
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.
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 | 0.001 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.021 | 0.005 |
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 it