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Record W6926380369 · doi:10.24406/publica-fhg-289818

Telearbeit für Behinderte - Teleworking for disabled people (TEDIS)

2022· article· de· W6926380369 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueFraunhofer-Publica (Fraunhofer-Gesellschaft) · 2022
Typearticle
Languagede
FieldComputer Science
TopicComputational Physics and Python Applications
Canadian institutionsnot available
Fundersnot available
KeywordsDisabled peopleFirst world warCold warQuarter (Canadian coin)

Abstract

fetched live from OpenAlex

TEDIS (Teleworking for Disabled People) was a research and development project publicly funded by the German Federal Ministry for Education, Science, Research and Technology (BMBF) from 1995-1997. It was a development effort of the research group on Human-Computer Interaction of the GMD - German National Research Center for Information Technology, Institute for Applied Information Technology. The project was targeted at implementing a suitable teleworking environment for disabled end-users thereby taking into account usability issues as well as a social technology assessment. The promising potentialties of adaptive and adaptable user interfaces for the vocational integration of the disabled are exemplified as well as the disappointing truth that their participation in todays working world with long-termed professional occupation are almost impossible to achieve. However, there are indications, that concepts of a center-based organization of the labourforce of disabled people could resolve this antogonism.

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.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.921
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.006
Science and technology studies0.0060.000
Scholarly communication0.0020.002
Open science0.0070.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.002

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 head0.022
GPT teacher head0.287
Teacher spread0.265 · 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