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Record W3092475116 · doi:10.5210/spir.v2020i0.11130

DISCONNECTION: DESIGNS AND DESIRES

2020· article· en· W3092475116 on OpenAlex
Tero Karppi, Aleena Chia, Airi Lampinen, Zeena Feldman, Michael Dieter, Pedro Ferreira, Alex Beattie

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

VenueAoIR Selected Papers of Internet Research · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Media and Politics
Canadian institutionsSimon Fraser UniversityUniversity of Toronto
FundersStiftelsen för Strategisk Forskning
KeywordsDisconnectionProsperityFocus (optics)PhonePsychologyComputer scienceSociologyInternet privacySocial psychologyPolitical science

Abstract

fetched live from OpenAlex

One of the paradoxes of disconnection is that social platforms like Facebook frame it as a threat to our prosperity while critics associated with “the techlash” maintain that quite on the contrary it is the only thing that brings back the possibility for good life. Disconnection means different things for different actors and these differences manifest in varying desires and designs. The five papers in this panel draw on empirical research and media and cultural theory to find answers to questions such as what process have led to the desires to disconnect; how does something disconnect; when does it disconnect; what does it disconnect; and whose disconnection it is? Two of the papers map the choice to disconnect in situations where on one hand digital participation has become structurally necessary by the demands of the society and on the other where users are doing outdoor activities and it is connection that requires activity. Three of the papers focus on particular designs of disconnection from Facebook’s off-Facebook Activity Tool to UX Design Decks and the Light Phone. As a whole, the panel describes the different ways disconnection is becoming central to our online existence.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.373
Threshold uncertainty score0.927

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
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 head0.165
GPT teacher head0.413
Teacher spread0.248 · 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