Bibliographic record
Abstract
LE MOT DU PRSIDENTEnfin un phi-bulletin !Il tait temps !En dehors du fait que la rdaction du bulletin soit considr comme une corve par la majorit des membres de l'excutif, on peut expliquer ce retard de parution par la dfaillance de l'ordinateur de l'asso (dfaillance provoque par moi , soit dit en passant).Quoi qu'il en soit, prenez donc note que le phi-Bulletin paratra moins souvent cette session ... Qu'y a-t-il de neuf?Beaucoup et peu.Nous avons enfin une charte, adopte l'assemble gnrale du 25 janvier dernier.Si vous tes curieux d'en connatre le contenu, passez l'asso.Il y a comme nouveaut les 7 9 philosophiques qui se tiennent tous les mercredis la maisonne (coin Gatineau et Lacombe) o l'asso fait tirer 2 pichets par soire.Notez qu'il n'y en aura pas les 15 et 22 fvrier, cause du tournoi de billard (le 15) et du
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.003 |
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; both teacher heads agree on what is shown here.
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".