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Design made me do it

2017· article· fr· W2330058514 on OpenAlexaff
Jean-François Lacombe

Bibliographic record

VenueInterfaces numériques · 2017
Typearticle
Languagefr
FieldComputer Science
TopicCultural Insights and Digital Impacts
Canadian institutionsUniversité du Québec en Outaouais
Fundersnot available
KeywordsHumanitiesPhilosophyPolitical science

Abstract

fetched live from OpenAlex

L’implantation de nouveaux paradigmes interactifs conditionne notre façon d’entrer en relation avec la technologie. Or, ces modèles interactifs perdurent souvent à travers l’évolution des systèmes subséquents. Dès lors, l’importance d’inclure une dimension éthique et historique dans l’enseignement du design interactif devient primordiale afin d’assurer des choix réfléchis, informés et pertinents. Tout d’abord, l’idée que les designers interactifs sont guidés par une panoplie de motifs internes et externes lors de l’élaboration de leurs systèmes et projets sera abordée. Ensuite, nous verrons comment ces mêmes projets influencent notre façon d’entrer en relation avec la machine et le réseau et par extension, comment ces mêmes projets peuvent influencer nos relations au sein de la sphère sociale. Finalement, nous démontrerons comment, à partir du modèle sartrien, une dimension éthique peut être insérée dans les cursus et les programmes de design interactif afin de contribuer à influencer positivement les choix conceptuels effectués par les designers d’interface.

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)0.009
metaresearch head score (Gemma)0.027
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.154
Threshold uncertainty score0.515

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.027
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0040.007
Scholarly communication0.0140.013
Open science0.0020.011
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.1540.100

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 head0.364
GPT teacher head0.371
Teacher spread0.007 · 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".

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Citations0
Published2017
Admission routes1
Has abstractyes

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