Bibliographic record
Abstract
Lancement d'une nouvelle campagne publicitaire palpitante auprès des consommateurs cet automneQu'est-ce Qui a mené à la campagne ouvrez les Yeux ?Plus tôt cette l'équipe d'Ogilvy a mené des auprès de membres de l'ACO et du CNEP, à l'échelle du pays.Selon les renseignements obtenus, nous avions manifestement besoin de créer un impact accru et de faire valoir le rôle des optométristes :• Il règne une préoccupation croissante à l'effet que d'autres provinces pourraient suivre la Colombie-Britannique dans la déréglementation de la distribution de lunettes et de lentilles cornéennes.• Les patients ne discernent pas clairement les différences entre les optométristes, les opticiens et les ophtalmologistes.• Le grand public n'est toujours pas bien informé sur les besoins d'une gestion régulière et soutenue de la santé des yeux.
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.
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.012 | 0.006 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.019 | 0.001 |
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 teacher head, 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".