Pour une nouvelle mondialisation : le défi d’innover
Bibliographic record
Abstract
Le Centre de recherche sur les innovations sociales (CRISES) est heureux de vous présenter le programme de la troisième édition de son colloque international « pour une nouvelle mondialisation : le défi d’innover » qui se tiendra les 7 et 8 avril 2011 à l'Université du Québec à Montréal. Plusieurs conférencier-e-s d'envergure viendront présenter les résultats de leurs travaux lors de cet événement. Les communications aborderont les trois axes de recherche du CRISES : 1) travail et emploi ; 2) conditions de vie ; 3) développement et territoire. Saskia Sassen, professeure de sociologie à la Columbia University et auteure de nombreux ouvrages, dont le célèbre The Global City, prononcera la conférence d'ouverture, alors que Frank Moulaert (Katholieke Universiteit Leuven), un des principaux penseurs de l'innovation sociale, prononcera la conférence de clôture.
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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 | 0.014 | 0.016 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.014 | 0.021 |
| Scholarly communication | 0.028 | 0.014 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.010 | 0.011 |
| Insufficient payload (model declined to judge) | 0.026 | 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".