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Record W179536926

Hate speech, fighting words, and beyond - why American law is unique

2012· article· en· W179536926 on OpenAlex
Robert M. O apos, Neil

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAlbany law review · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicLaw, Rights, and Freedoms
Canadian institutionsnot available
Fundersnot available
KeywordsLawPresidential systemDeclaration of independenceFaithSupreme courtState (computer science)SociologyPolitical sciencePoliticsTheologyPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

During the waning days of the turbulent presidential campaign of 2012, the issue of free speech was bound to emerge. Barack Obama chose this moment to declare to the United Nations General Assembly his abiding commitment to the uniquely American value of unfettered expression. (1) In diverse society, he reaffirmed, efforts to restrict speech can become tool to silence critics, or oppress minorities. (2) The catalyst for this declaration was the appearance of a crude and disgusting (3) caricaturing the Prophet Muhammad which had triggered violent protests in more than twenty nations, mainly in the Middle East. (4) Obama made clear both his disdain for the video and his unswerving faith in the singularly American insistence on free expression. (5) Curiously (or some would say paradoxically) the Obama Administration only weeks earlier had actively supported passage of resolution in the United Nations Human Rights Council to create an international standard restricting some anti-religious speech; the Egyptian ambassador to the United Nations had lauded this measure by recognizing that 'freedom of expression has been sometimes misused' to insult religion. (6) Secretary of State Hilary Clinton had added her view that speech or protest resulting in the destruction of religious sites was not, she noted, fair game. (7) In recent and expansive analysis of these contrasting events, constitutional scholar Jonathan Turley noted the paradox: President Obama's U.N. address last month declaring America's support for free speech, while laudable, seemed confused--even at odds with his administration's own efforts. (8) In fact, such asymmetries abound in the contrasting views of the United States and virtually all other western nations. Countries as geographically close and politically congenial as Canada view free expression in starkly different ways than do we in the United States. In mid-October of this year, Canadian officials barred from our mutual border Reverend Terry Jones, the notorious Koran-burning pastor who has been the target of venomous hatred but has not been charged with any crime in this country; Jones was interrogated at length by Canadian officials and eventually turned away, unable to attend Toronto gathering at which he had been invited to speak weeks earlier. (9) In sharp contrast, Obama, the Pope, and religious and military leaders have consistently implored Reverend Jones to abandon his Koran-burning, and his church's tax exempt status has been stripped for technical reasons, (10) But even under the rubric of incitement, (11) criminal sanctions and even civil penalties have not been imposed. (12) And just as timely reminder of how dramatically different is the U.S. approach to hateful speech, federal district court in the same week ruled that the Metropolitan Washington Transit Authority could not constitutionally prevent or delay the posting of controversial ad reading IN ANY WAR BETWEEN THE CIVILIZED MAN AND THE SAVAGE, SUPPORT THE CIVILIZED MAN. SUPPORT ISRAEL. DEFEAT JIHAD. (13) District Judge Rosemary Collyer ruled that such message could not be barred or excluded from the bus and subway poster spaces simply because it might upset (or even inflame) some Metro riders. (14) Finally in this very recent overview, we might note the growing tension over restrictions imposed by U.S. internet providers upon expression in other parts of the world. Google, for example, is blocking access in two countries to crude and inflammatory anti-Muslim video, but without removing the video from the YouTube website. (15) And few weeks later, Twitter was reported to have blocked German Twitter users from accessing an account of the activities of neo-Nazi group that is banned in Germany, since the use of Nazi symbols and slogans and insignia is widely banned and subject to severe criminal sanctions. (16) The following day, however, French Jewish group reported that Twitter had removed the anti-Semitic postings and had reopened access even to German users. …

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.982
Threshold uncertainty score0.998

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 studies0.0010.007
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.024
GPT teacher head0.302
Teacher spread0.278 · 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