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Record W24581508 · doi:10.24908/ss.v8i4.4184

In Defense of Privacy: The Concept and the Regime

2011· article· en· W24581508 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

VenueSurveillance & Society · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Security and Public Health
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsFraming (construction)Law and economicsSociologyPolitical sciencePoliticsCriticismSubjectivitySubject (documents)Internet privacyLawPublic relationsEpistemologyComputer science

Abstract

fetched live from OpenAlex

It has recently become fashionable within the surveillance studies community to subject the concept and regime of “privacy protection” to some very rigorous criticism. “Privacy” and all that it entails is argued to be too narrow, too based on liberal assumptions of subjectivity, too implicated in rights-based theory and discourse, insufficiently sensitive to the social sorting and discriminatory aspects of surveillance, and overly embroiled in spatial metaphors about “invasion” and “intrusion.” As a concept, and as a way to frame the various social and political challenges encountered within “surveillance societies,” it is inadequate. These critiques are important, and to some extent, have set scholarly inquiry on a new, exciting and broader, trajectory than that offered by privacy scholars. On closer examination, however, these critiques are often based on some faulty assumptions about the contemporary framing of the privacy issue, and about the governance of the issue. Privacy, as a concept, regime, a set of policy instruments, and as a way to frame civil society activism, shows an extraordinary resilience. Surveillance scholars must learn to live with it.

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)0.004
metaresearch head score (Gemma)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.697
Threshold uncertainty score0.978

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
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 head0.028
GPT teacher head0.288
Teacher spread0.260 · 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