MétaCan
Menu
Back to cohort

Flash Mobs

2019· other· en· W4252498841 on OpenAlexaff
Judith A. Nicholson, Rachelle Daley

Bibliographic record

VenueThe Wiley Blackwell Encyclopedia of Urban and Regional Studies · 2019
Typeother
Languageen
FieldPsychology
TopicAdventure Sports and Sensation Seeking
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsAppealFlash (photography)Status quoPhenomenonCommercializationMedia studiesSociologyPolitical scienceLawArt

Abstract

fetched live from OpenAlex

Abstract The flash mob is a global cultural phenomenon with numerous forms, and yet questions about its purpose, appeal, and significance persist. This entry defines the classic flash mob and compares it to other flash mobs with different purposes, including branded flash mobs, flash robs, vote mobs, cash mobs, and Mass mobs. As a revolt against the status quo, the flash mob's appeal is linked to how it challenges the commercialization of public spaces through appropriating them for performance. As a conformist practice, the flash mob's appeal is linked to its imbrication with social media. The significance of the flash mob is read through a brief genealogy of other mob performances, such as Critical Mass Ride and Zombie Walk, and through a variety of scholarly studies including performance studies, media studies, and mobilities studies.

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)0.001
metaresearch head score (Gemma)0.002
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: Other · Consensus signal: Other
Teacher disagreement score0.084
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0030.002
Open science0.0000.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0840.012

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 head0.030
GPT teacher head0.292
Teacher spread0.262 · 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
GenreOther

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
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueThe Wiley Blackwell Encyclopedia of Urban and Regional StudiesSame topicAdventure Sports and Sensation SeekingFrench-language works237,207