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Record W2304826415

L’économie du Québec – Contexte et enjeux internationaux

2015· preprint· fr· W2304826415 on OpenAlexaboutno aff
Thierry Warin, Bernard Sinclair‐Désgagné, Ari Van Assche

Bibliographic record

VenueRePEc: Research Papers in Economics · 2015
Typepreprint
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceArt
DOInot available

Abstract

fetched live from OpenAlex

Même si le Québec semble être un petit acteur sur la scène de l’économie mondiale, cela ne veut pas dire que son rôle soit mineur. Riche de ses ressources naturelles, de sa technologie et de son capital humain, le Québec a des atouts indéniables. Ses avantages comparatifs sont nombreux et peuvent lui permettre de jouer le rôle de partenaire important au sein des chaînes de valeur mondiales. Cependant, le Québec doit considérer les grands changements qui apparaissent en ce début de XXIe siècle pour renforcer sa compétitivité internationale et faire face à de nombreux enjeux. Le Québec trouvera-t-il son chemin au sein d’un monde de plus en plus complexe ? Dans cet ouvrage, des auteurs de renom présentent une analyse en profondeur du Québec dans la perspective de la mondialisation. Après avoir posé un diagnostic sur les grandes tendances de ce début de XXIe siècle et sur la façon dont ces grands changements affectent les pays et les régions économiques, une évaluation de la position du Québec dans cette nouvelle donne internationale est proposée. À partir d’analyses et résultats rigoureux, les auteurs illustrent comment le Québec s’emploie (ou pas) à mobiliser ses atouts afin d’en faire de vrais avantages comparatifs au niveau mondial. Pour commander le livre : http://www.presses-polytechnique.ca/fr/economie-du-quebec-2015-l-contexte-et-enjeux-internationaux

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.077
Threshold uncertainty score0.562

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0060.003
Scholarly communication0.0060.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0160.001

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.

Opus teacher head0.088
GPT teacher head0.382
Teacher spread0.294 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

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