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Record W7140868359 · doi:10.3917/e.jie.017.0099

The intangible economy: FabLabs “individualised production of objects”. A stage in liberating the function of innovation

2015· article· W7140868359 on OpenAlexaff

Bibliographic record

VenueJournal of Innovation Economics & Management · 2015
Typearticle
Language
FieldArts and Humanities
TopicCrafts, Textile, and Design
Canadian institutionsInnovation, Science and Economic Development Canada
Fundersnot available
KeywordsSketchProduction (economics)Function (biology)Frame (networking)Intangible goodPoliticsKnowledge production

Abstract

fetched live from OpenAlex

The concept of the FabLab was created by MIT at the end of the 1990s, with the aim of making the production of objects accessible to ordinary users. The FabLab is of particular interest for analysis, insofar as it projects the question of intangibility into a new sphere, that of industrial production. This article will try to identify the characteristics of the FabLab innovation model in the intangible production economy (towards the creation of the new IPO model) and to sketch out an analysis of the possible consequences for society, economics, politics and territory. After presenting the theoretical frame of reference of this article, we will put forward the significant and original elements of the FabLab innovation. By applying once again the theoretical framework, the conclusion will seek to indicate the possible theoretical contributions of this innovation.JEL Codes: L26, L23, O3

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.773
Threshold uncertainty score0.811

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.058
GPT teacher head0.250
Teacher spread0.192 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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
Published2015
Admission routes1
Has abstractyes

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