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Record W2911713449

Beyond Instrumentalism: A Substantivist Perspective on Law, Technology, and the Digital Persona

2019· article· en· W2911713449 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

VenueeYLS (Yale Law School) · 2019
Typearticle
Languageen
FieldComputer Science
TopicLaw, AI, and Intellectual Property
Canadian institutionsQueen's University
Fundersnot available
KeywordsInstrumentalismIntellectual propertyLegal aspects of computingTrademarkAutonomyConstruct (python library)LiabilityLawLaw and economicsSociologyPolitical scienceThe InternetEpistemologyComputer science
DOInot available

Abstract

fetched live from OpenAlex

Law and technology matters have traditionally been researched in discrete categories such as intellectual property (e.g., copyright, patent, or trademark) or intermediary liability and responsibility (e.g., secondary liability and telecommunications regulation). In the last two decades, however, academics have studied the broader interaction between law and technology across legal fields. This Article examines progress to date and discusses two distinct perspectives on law and technology. The dominant approach has been an instrumentalist one that treats technology as a tool for individuals to use while downplaying its broader social implications. However, the fields of philosophy of technology, science and technology studies, and social studies of science are now mature enough to support a rival approach grounded in a deep understanding of the nature—rather than the results—of technological change. This substantivist approach suggests analytical principles to refine and improve technology law and policy in ways that rival, instrumentalist approaches have neglected. For instance, substantivist commitments support a law and technology construct called a “digital persona” to emphasize the need for laws and policies to promote autonomy within the online world. By contrasting instrumentalist and substantivist approaches, we demonstrate new ways to integrate ethics, policy, and law in the digital age.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.592
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.009
GPT teacher head0.216
Teacher spread0.207 · 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