MétaCan
Menu
Back to cohort

Getting a Purchase on “The School of Tomorrow” and its Constituent Commodities: Histories and Historiographies of Technologies

2002· article· en· W2080719163 on OpenAlex
Stephen Petrina

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueHistory of Education Quarterly · 2002
Typearticle
Languageen
FieldPsychology
TopicAcademic and Historical Perspectives in Psychology
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsProsperitySociologyPsychologyPedagogyPolitical scienceLaw

Abstract

fetched live from OpenAlex

“The School of Tomorrow,” as envisioned by psychologists Otis Caldwell and Stuart Courtis in 1924, “will pay far more attention to individuals than the schools of the past. Each child will be studied and measured repeatedly from many angles, both as a basis of prescriptions for treatment and as a means of controlling development. The new education will be scientific in that it will rest on a fact basis. All development of knowledge and skill will be individualized, and classroom practice and recitation as they exist today in conventional schools will largely disappear.” “The School of Tomorrow,” would use mechanical equipment, radios, and movies to reveal a world beyond the limits of books and recitations. Textbooks would be constructed for individual success and to underwrite a program of self-rehabilitation. Psychologists, through “experiments in laboratories and in schools of education” would discover “what everyone should know and the best way to learn essential elements.” In the surveillant spaces of “The School of Tomorrow,” hygienically regulated students would learn essential items under “psychologically right conditions.” John and Evelyn Dewey's Schools of Tomorrow (1915) can be read similarly, where psychology and apparatus of individualization underwrite the new pedagogy. Hybrids of buildings, machines, media, and psychologies in a popularized, “modern” culture, promised distinction, excitement, health, hygiene, leisure, and prosperity.

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)0.000
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.439
Threshold uncertainty score0.773

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
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 head0.036
GPT teacher head0.282
Teacher spread0.246 · 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