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
Quelle place occupe Édouard-Zotique Massicotte dansl’historiographie de l’ethnologie ? Cette étudeprésente ses intérêts, ses recherches et sonparcours littéraire entre 1882 et 1915, soit avant sa rencontreavec Marius Barbeau en 1917. Son oeuvre pionnière dans ledomaine du folklore est souvent citée. Mais, elle reste peuconnue des chercheurs. L’analyse du discours abordé sousl’angle de l’agitateur culturel met en lumière savolonté de partager ses connaissances au-delà de sespairs, et ses exhortations à poursuivre les recherches. Dansl’ensemble, la contribution de Massicotte à la disciplinede l’ethnologie – le folklore à son époque–, et à l’émergence du patrimoine serévèle plus riche qu’anticipé.
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.007 |
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