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Record W2944436899 · doi:10.1177/1354856519845748

<i>Don’t</i> copy that: Security printing and the making of high-tech paper

2019· article· en· W2944436899 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueConvergence The International Journal of Research into New Media Technologies · 2019
Typearticle
Languageen
FieldArts and Humanities
TopicCybernetics and Technology in Society
Canadian institutionsUniversité de Montréal
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsOrder (exchange)UnisonQuality (philosophy)Computer scienceNarrativeObject (grammar)NoveltyReading (process)LawBusinessArtPolitical scienceArtificial intelligenceLiterature

Abstract

fetched live from OpenAlex

Printing is not a new media technology, but it is continuously being renewed. In this sense, it is an example of novelty going largely unnoticed, woven into the quotidian and ordinary in unassuming ways. One reason for this is the incomplete way we tell the story of printed paper, which privileges narratives of readings, access, and dissemination. To complicate the way media scholars think printing, this article turns to the case of security printing, which produces objects like banknotes and passports that circulate with trust and authority. Here, printing emerges through the specific need to print securely, offering a narrative based on the need for order and protection. The work of security printing, always straddling between art and science, produces artefacts understood as authentic copies. Such a transformation of paper into valuable object relies on the technical artistry of the security printer, who sets the aesthetic and material standards of authenticity through physical features like watermarks, engravings, holographs, special substrates, threads, or inks. Drawing on a close reading of informational materials produced by the major actors of today’s security printing industry, this article explains how the need to print better than the (counterfeiting) competition fuels the need for novelty in the how of printing. It expands on three guiding principles that work in unison to keep printing on paper new: printing as material science, as complex composition, and as the display of matchless quality. Ultimately, this material quality of securely printed papers helps us think about the new in a way that is not tied up to the digital, so that security printing both complicates the way media scholars engage with printing and offers a reconsideration of the ways we categorize and theorize the differences between media ‘old’ and ‘new’.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.204
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.004
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.047
GPT teacher head0.317
Teacher spread0.270 · 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