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Record W1956838030 · doi:10.24908/pceea.v0i0.4651

Writing and Designing a Book about Design and Designing for Young Designers: People who don’t like to Learn by Reading....and the lessons learned along the way.

2012· article· en· W1956838030 on OpenAlexaffvenue
Brian Burns

Bibliographic record

VenueProceedings of the Canadian Engineering Education Association (CEEA) · 2012
Typearticle
Languageen
FieldEngineering
TopicDesign Education and Practice
Canadian institutionsCarleton University
Fundersnot available
KeywordsReading (process)Realization (probability)Computer scienceComprehensionPoint (geometry)Task (project management)Field (mathematics)MultimediaWorld Wide WebLinguisticsEngineering

Abstract

fetched live from OpenAlex

Writing a book for design students based on a range of lessons, maxims and wisdoms that had been accumulated over thirty years in the field seemed like a valid exercise. Unfortunately the task was made initially difficult by the simple realization that designers, who many consider to be visual thinkers, tend not to look to books in their attempts to learn how to design. This realization led, eventually, to the choice of a particular format, though with the added realizations that, while, in the past, we have predominantly looked to traditional formats for the creation of texts, papers and books in Engineering, Design and Science, the developments in our technological capabilities for storing and retrieval of information have, quite recently, changed, perhaps forever, how we choose to access all forms of information. The danger now lies in writing for the sake of recording research activity, and in not writing for effective communication, with due consideration for the implications of the chosen media, the time availability, level of comprehension, and the mode of preferred comprehension of the reader. Tradition is strong in the creation of the written word, but we appear to have passed through what could be described as a ‘tipping point’, which now offers a unique opportunity to encourage and promote more effective modes of communication; more dynamic, interactive, visual, in the appropriate format and location, ‘accurate, brief and clear’, and just when it is needed.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.443
Threshold uncertainty score0.818

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.014
GPT teacher head0.240
Teacher spread0.226 · 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 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

Citations0
Published2012
Admission routes2
Has abstractyes

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