MétaCan
Menu
← Back to cohort
Record W7099046815

essay review of Theobald's Education Now. Education Review, 12(6).

2009· article· en· W7099046815 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsTheobaldPoliticsFraming (construction)IndividualismEssentialismSocial changeStyle (visual arts)Social theory
DOInot available

Abstract

fetched live from OpenAlex

Paul Theobald is an American intellectual historian who believes that ideas have mattered historically and that they continue to matter today. Like Canadian philosopher Kieran Egan whose book Getting it Wrong from the Beginning (2002) challenges foundational education theory, Theobald argues in his new book Education Now: How Rethinking America’s Past Can Change its Future that educational thought led us astray a long time ago forming the inadequate and deficient taken-for-granted certainties that underpin our ways of thinking about education. Theobald believes that 17th century political philosophy―an even older source of ideas than the late 19th and early 20th century thinkers Egan addresses―has formed a seldom examined conceptual foundation for a range of current educational, economic, political, and social problems. Theobald contends that had different philosophical choices been made at the birth of the United States, the country, its core institutions, its political economy, and even its geography might have developed very differently. He describes a process that begins with an overly hasty and even consciously illegal manoeuvring in the framing of the United States ConstitutionEducation Review Vol. 12 No. 6 2 and devolves into the atomistic consumerist individualism that now marks the American social experiment; he wonders how it might be unmade with different ideas. Theobald’s style is scholarly but highly accessible. He presents complex philosophical debates and ideational trajectories with remarkable clarity. And he offers a range of concrete suggestions for getting things back on track with the help of alternative theoretical principles. Theobald looks at periods of political instability like the Glorious Revolution in

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)0.007
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: Review · Consensus signal: Review
Teacher disagreement score0.026
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.011
Science and technology studies0.0020.002
Scholarly communication0.0050.006
Open science0.0010.002
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.0220.013

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 head0.043
GPT teacher head0.339
Teacher spread0.296 · 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
GenreReview

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
Published2009
Admission routes1
Has abstractyes

Explore more

Same topicGeochemistry and Geologic Mapping→French-language works237,207→