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Record W3125936120

Nanotechnology and the Tragedy of the Anticommons: Towards a Strict Utility Requirement

2009· article· en· W3125936120 on OpenAlexaff
Graham Reynolds

Bibliographic record

VenueeYLS (Yale Law School) · 2009
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicIntellectual Property and Patents
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCommercializationIntellectual propertyNanotechnologyTragedy (event)Political scienceLaw and economicsEngineering ethicsSociologyEngineeringLawSocial science
DOInot available

Abstract

fetched live from OpenAlex

Nanotechnology has been described as a transformative technology that will bring about the next industrial revolution. Over the last few decades, scientists and their research partners have acquired nanotechnology patents in a manner resembling a gold rush. The nanotechnology gold rush has specifically targeted nanomaterials, nanotechnology’s building blocks. Many of the patents that have been granted for nanomaterials are broad, general patents encompassing basic research. A driving force behind the patenting of basic research in nanotechnology was the development-oriented approach to patent rights. This approach emerged in the 1960s and 1970s, and supported the widespread patenting of basic research in the 1980s and 1990s. Development-oriented theorists argued that the most efficient way to achieve the development and commercialization of research is to grant broad patents on research prospects shortly after their discovery. Beginning in 1998 with the publication of Michael A. Heller’s “The Tragedy of the Anticommons,” the beliefs held by development-oriented theorists have been challenged by proponents of “anticommons theory.” In particular, anticommons theorists questioned whether granting broad patents on research prospects necessarily leads to the efficient development of research. Anticommons theorists argued that this assumption fails to take into account the possibility that granting patents on research prospects could stifle development through the phenomenon of the tragedy of the anticommons. This article will examine the contemporary nanotechnology patent landscape in the United States of America to determine whether the broad patenting of nanomaterials has led to the creation of an anticommons. It will also examine whether this anticommons is likely to turn tragic, stifling innovation in nanotechnology. This article proposes the adoption of a strict utility requirement as a solution to the problems posed by the tragedy of the anticommons in nanotechnology in the US.

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 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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.613
Threshold uncertainty score0.315

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0000.000

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 head0.060
GPT teacher head0.234
Teacher spread0.174 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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

Citations3
Published2009
Admission routes1
Has abstractyes

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