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Record W2748118162 · doi:10.1515/cog-2017-0074

Internet memes as multimodal constructions

2017· article· en· W2748118162 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.

Bibliographic record

VenueCognitive Linguistics · 2017
Typearticle
Languageen
FieldPsychology
TopicLanguage, Metaphor, and Cognition
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsViewpointsComputer sciencePopularityMetonymyLinguisticsSubject (documents)Frame (networking)The InternetMacroSpace (punctuation)Artificial intelligenceWorld Wide WebPsychologyMetaphorArt

Abstract

fetched live from OpenAlex

Abstract This paper considers a range of so-called image macro Internet memes and describes them as emerging multimodal constructions relying as much on image as on text, and apportioning roles to images much like constructional slots, for instance to fill in a subject role in a subjectless clause, or even to provide the main clause content to a textually given when -clause. In addition to existing or partially altered linguistic constructions, many examples also rely on specific top text/bottom text division of labor, and crucially depend on frame metonymy, with limited formal means quickly cueing richly detailed frames (for instance by using iconic images). The popularity of memes, forming series and cycles of iterations and remixes, and their role in establishing and maintaining discourse communities seems to be driven by a need to express and reconstrue viewpoints, often starting from ideas, affects or stereotypes assumed to be intersubjectively shared with viewers, whose responses they solicit. This paper argues that a proper description of Internet memes of the type considered requires a construction grammar approach, complemented by an understanding of viewpoint dynamics in terms of a Discourse Viewpoint Space regulating the network of spaces and viewpoints.

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)0.000
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.829
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.003

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 head0.043
GPT teacher head0.355
Teacher spread0.312 · 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