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Record W3187995235 · doi:10.2991/aebmr.k.210727.019

Setting Up Sustainable Development of Social Enterprises Model in Indonesia

2021· article· en· W3187995235 on OpenAlexaboutno aff
Natasya Larasati Lontoh, Andina Oktariani

Bibliographic record

VenueAdvances in economics, business and management research/Advances in Economics, Business and Management Research · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsnot available
Fundersnot available
KeywordsSustainable developmentBusinessDevelopment (topology)Computer scienceKnowledge managementProcess managementPolitical science

Abstract

fetched live from OpenAlex

Social Enterprise is a business explicitly aimed at social, community, and environment through business structures that can lead to sustainability In recent years there has been a definite trend towards the development of the social enterprise business model. This phenomenon also occurs in Indonesia. At this time, significant impacts have been felt. Therefore, the existence of social enterprise becomes the principal, helping Indonesia embody the sustainable development. To support social enterprise in Indonesia, this paper conducted a benchmarking on SE in Canada. Canada is a country nominated by the Thomas Foundation 2019 as the first rank for the best country in its social enterprise development. On this study, systematic literature review was applied in order to reach the objectives. This Research has succeeded in identifying several gaps that occur in SE in Indonesia and Canada. Four gaps come from the technology side, business ecosystem, government support. This paper concludes with several recommendation points made to close the gap.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.558
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.002
Science and technology studies0.0010.001
Scholarly communication0.0010.004
Open science0.0010.003
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.034
GPT teacher head0.345
Teacher spread0.311 · 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 teacher head, not a consensus.

Study designOther design
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

Citations0
Published2021
Admission routes1
Has abstractyes

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