Paroles d’un bouleau jaune : tu n’es pas un individu, tu es un écosystème
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
L'affaire est singuliere : Vieux Jack, un bouleau jaune âge de 250 etes, colosse tenebreux de la foret laurentienne, choisit de livrer ses etats d'âme a un biologiste. Il lui raconte l'histoire des plantes et celle de sa foret ; il discourt sur les theories de l'evolution et sur les origines de la vie; puis, il confie une loi essentielle : « Ce n'est ni la separation, ni l'exclusion, ni la competition qui gouvernent le monde du vivant [...] ; l'entraide, la cooperation, la symbiose, voila les elements cles qui permettent de comprendre l'evolution de la vie. » La fable du bouleau jaune, solidement appuyee par les plus recentes decouvertes en ecologie, est le pretexte a une prise de conscience puissante sur la Nature, de meme que sur la relation entre les humains et… les arbres. Le bouleau jaune est l'arbre-embleme du Quebec.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.009 | 0.009 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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