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Record W7076972300

American Values Decline with American Community

2023· article· en· W7076972300 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2023
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Public opinionElitePatriotismOpinion poll
DOInot available

Abstract

fetched live from OpenAlex

(Excerpt) A poll on American values in the Wall Street Journal last week has caused a stir. The poll, which the Journal conducted along with the well-regarded NORC at the University of Chicago—the non-partisan research organization that also conducts the biennial General Social Survey (GSS), widely seen as the gold standard in public opinion studies—shows a marked shift in American values over the last 25 years, towards an apathetic detachment from the wider society. According to the new poll, only 38% of Americans today say that “patriotism” is very important to them, compared to 70% in 1998. Only 39% say “religion” is very important, compared to 69% 25 years ago. “Community involvement” and “having children” have also decreased in importance, as has “tolerance for others,” notwithstanding the unrelenting focus on “inclusion” in the media, elite educational institutions, government, and large corporations. “The only priority . . . that has grown in the past quarter century,” the Journal reports, “is money, which was cited as very important by 43% in the new survey, up from 31% in 1998.” The poll also reveals other striking trends. Although the change in values has been going on for a quarter-century, sharp breaks seem to have occurred just in the last few years. For example, more than 60% of Americans thought that community involvement was very important in 2019. Only 27% of us do now. And the shift in values appears particularly pronounced among young Americans. While 59% of seniors say that patriotism is very important to them, only 23% of adults below the age of 30 agree. Fifty-five percent of seniors say religion is very important to them, compared to only 31% of younger respondents.

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)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.055
Threshold uncertainty score0.148

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0080.003
Scholarly communication0.0090.005
Open science0.0010.005
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0440.004

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 head0.019
GPT teacher head0.259
Teacher spread0.240 · 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 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

Citations0
Published2023
Admission routes1
Has abstractyes

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