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Record W2783652011 · doi:10.5296/jse.v8i1.12325

School Entrepreneurship: A Favorable Context for the Interdisciplinary Projects

2018· article· en· W2783652011 on OpenAlexaff
Maude Boulanger, Marie-Claude Rivard, Rollande Deslande

Bibliographic record

VenueJournal of Studies in Education · 2018
Typearticle
Languageen
FieldEngineering
TopicBiomedical and Engineering Education
Canadian institutionsUniversité du Québec à Trois-Rivières
Fundersnot available
KeywordsEntrepreneurshipContext (archaeology)Process (computing)Order (exchange)SociologySoftware deploymentMeaning (existential)PedagogyPublic relationsEngineering ethicsPsychologyPolitical scienceBusinessEngineeringComputer scienceGeography

Abstract

fetched live from OpenAlex

Entrepreneurship education appears to be a promising avenue for developing entrepreneurial skills among young people, this tendency being present in several countries. School is a privileged environment and is targeted since young people are key players in promoting economic growth. The appropriate teaching method for achieving academic and entrepreneurial goals seems to be the project-based approach. In this regard, entrepreneurship is a privileged context for realization of interdisciplinary projects in order to give meaning to the learning experience. The objective of this study is to describe the process of implementation and deployment of interdisciplinary projects in the context of the entrepreneurial school. Eight individual interviews were conducted with school staff from an entrepreneurial school where several interdisciplinary projects were going on. Our results show that the teacher assumes a key role as a guide throughout the interdisciplinary project in making sure that the education program objectives are attained. However, the lack of collaboration among the teachers remains a challenge in order to equip and help them with the realization of the interdisciplinary projects. Solutions can be identified to facilitate and perpetuate the implementation of these projects in this entrepreneurial context.

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)0.004
metaresearch head score (Gemma)0.006
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0110.007
Scholarly communication0.0060.003
Open science0.0010.009
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.040
GPT teacher head0.344
Teacher spread0.304 · 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
GenreEmpirical

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

Citations1
Published2018
Admission routes1
Has abstractyes

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