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Record W4214846918 · doi:10.54932/nibf5951

Innovation ouverte et écosystème d’innovation : Implications pour le secteur public

2022· report· fr· W4214846918 on OpenAlexaff
Simon Bourdeau, Thibault Coulon, Amandine Pascal, Mathieu Templier

Bibliographic record

Venuenot available
Typereport
Languagefr
FieldBusiness, Management and Accounting
TopicInnovative Approaches in Technology and Social Development
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical scienceSocial innovationSociologyArtPublic relations

Abstract

fetched live from OpenAlex

Le déploiement d’initiatives d’innovation ouverte représente, pour tous types d’organisations et plus particulièrement pour les organisations du secteur public (OSP), une aventure risquée et exigeante. La présente étude a identifié 17 défis, regroupés dans quatre catégories, liés au déploiement d’IO : 1) Collaboration inter-organisationnelle, 2) Processus d’innovation, 3) Implication des citoyens et 4) Données et technologies, ainsi que 18 bonnes pratiques/actions organisationnelles permettant d’augmenter les probabilités de succès. Finalement, deux études de cas, PULSAR et Cité de l’innovation et des savoirs Aix-Marseille (CISAM) , ont été réalisées, afin de mieux comprendre comment ces pratiques peuvent répondre aux défis, tout en en favorisant la création de valeur lors du cycle d'innovation.

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)0.016
metaresearch head score (Gemma)0.032
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: none
Teacher disagreement score0.016
Threshold uncertainty score0.082

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.032
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.005
Science and technology studies0.0030.007
Scholarly communication0.0120.010
Open science0.0010.006
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0120.001

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 head0.089
GPT teacher head0.282
Teacher spread0.193 · 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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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Same topicInnovative Approaches in Technology and Social DevelopmentFrench-language works237,207