Bibliographic record
Abstract
D’ici la fin de 2017, la Ville de Montreal entend realiser les interventions suivantes : modification de la limite nord de l’autoroute Bonaventure, qui se terminera desormais a la rue Wellington plutot qu’a la rue Notre-Dame; demolition consequente de l’actuelle autoroute sur pilotis au nord de la rue Wellington; reamenagement consequent des entrees et des sorties de l’autoroute Ville-Marie situees entre les rues William et Notre-Dame; reconstruction de la rampe d’acces a l’autoroute Bonaventure situee au sud de la rue Brennan; reamenagement des rues Duke et de Nazareth en voies urbaines encadrees d’arbres et bordees de larges trottoirs; amenagement d’une voie reservee aux autobus dans les rues Duke et de Nazareth; construction d’un embarcadere et d’un debarcadere d’autobus confortables et fonctionnels pour les usagers des autobus metropolitains; amenagement d’une importante sequence de lieux publics paysagers a meme les sites degages par la demolition de l’autoroute; dans les portions au nord et au sud des sites degages par la demolition de l’autoroute, amenagement de lieux publics de representation ou seront notamment installees des oeuvres d’art; reamenagement des rues transversales : de la Commune, Wellington, Ottawa, William, Saint- Paul, Saint-Maurice et Notre-Dame; realisation d’amenagements cyclistes dans les rues Ottawa et William; embellissement de l’aire d’exercice canin situee au coin nord-ouest de l’intersection des rues Duke et Brennan; remplacement de la majorite des infrastructures souterraines et des utilites publiques situees dans le secteur d’intervention; ajout d’un egout sanitaire dans certains troncons de rue.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.011 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.003 | 0.008 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.049 | 0.005 |
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 source (direct Gemma or distilled Codex), 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".