Portrait socioéconomique du territoire du Centre local d’emploi de Saint-Michel.
Bibliographic record
Abstract
Le territoire du Centre local d’emploi (CLE) de Saint-Michel \nse juxtapose au territoire de l’arrondissement Villeray–Saint-Michel–Parc-Extension de la ville de Montréal. Avec 142 825 personnes (données intégrales, voir la note ci-dessus) en 2006, soit 7,7% de la population de l’île de Montréal, le territoire du CLE de Saint-Michel est le 5e plus populeux des 14 territoires de CLE de l’île. Sa population était de 145 485 en 2001; elle a donc diminué de 1,8% entre 2001 et 2006 (contre une hausse de 2,2% \npour l’île). C’est le seul territoire de CLE de l’île de Montréal, avec le territoire Plateau-Mont-Royal, à avoir connu une baisse de population depuis 2001...
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.001 | 0.000 |
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".