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Record W2998011070 · doi:10.33137/cal.v6i2.33495

Still Comfortable After All These Years: A Response

2019· article· en· W2998011070 on OpenAlexaff
Trevor Ross

Bibliographic record

VenueCritical Analysis of Law · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsDalhousie University
Fundersnot available
KeywordsArgument (complex analysis)DemocracyLawTone (literature)SociologyState (computer science)Function (biology)Law and economicsPolitical scienceLiteraturePoliticsArt

Abstract

fetched live from OpenAlex

In Writing in Public: Literature and the Liberty of the Press (Johns Hopkins University Press, 2018), I describe how the public function of literature changed as a result of developing press freedoms during the period from 1760 to 1810. I examine contests over the laws of copyright, defamation, privacy, and seditious libel to show what happened to literary writing once certain forms of discourse came to be perceived as public and entitled to freedom from state or private control. This issue of Critical Analysis of Law offers reviews of my book by Brian Cowan, Leslie Kendrick, Karen Petroski, and Elliott Visconsi. In this brief article, I address some of the reservations these reviewers express about my argument in the book, and in particular about its approach and tone. I note my own similar concerns, and I elaborate on what I see as some of the repercussions for my argument of having to limit its scope. I also restate my findings more forcefully to make clear that the position I take on the history I relate is not quite any of the several divergent positions that the reviewers attribute to me. My aim in the book, I emphasize, is to describe the consequences of a kind of cultural trade-off between literature and the law, among other discourses, that occurred in the transition to democracy, but I refrain from taking a position on these consequences.

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)0.012
metaresearch head score (Gemma)0.047
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.045
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.047
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0250.019
Scholarly communication0.0180.030
Open science0.0040.013
Research integrity0.0450.057
Insufficient payload (model declined to judge)0.0120.004

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 head0.022
GPT teacher head0.343
Teacher spread0.321 · 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
GenreCommentary

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

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