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Record W2772519349 · doi:10.14288/bcs.v0i195.187252

"A Business Activity Surrounded by a Cultural Environment:" Regional Educational Publishing, 1970-2015

2015· article· en· W2772519349 on OpenAlex
Penney Clark

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

VenueOpen Collections · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsPublishingMandateGovernment (linguistics)CurriculumPolitical scienceSociologyPublic relationsLaw

Abstract

fetched live from OpenAlex

“A Business Activity Surrounded by a Cultural Environment:”[1] Regional Educational Publishing, 1970-2015 This historical article looks at the fate of K to 12 regional educational publishing in Canada, with a particular focus on Douglas & McIntyre (Educational) a firm that operated in British Columbia. This firm was very successful from 1980 to 1989 with Explorations, its innovative elementary school social studies series of textbooks. However, ultimately this firm and other western firms were purchased by Nelson Canada, a division of Canadian-owned multinational, International Thomson. Few small presses in Ontario have ventured into educational publishing. Quebec publishers have enjoyed the strongest provincial support programs in the nation. Publishers in the Atlantic region have had a strong regional cultural mandate, but the firms still operating have abandoned educational publishing. Regional educational publishing faces obstacles such as market fragmentation due to different curriculum requirements in each province and territory, competition from foreign branch plants and multinationals, high textbook pre-production costs, provincial government policies regarding textbook authorizations, and photocopying of materials in K to 12 schools. The article emphasizes the importance of regional publishing as a way to help inform students about who they are. It highlights the importance of government financial support for regional publishers and the responsibility of educators to recognize the value of regional resources. [1] Robin Farr, “Government Looks All Around,” In Paul Robinson, ed., Publishing for Canadian Classrooms (Halifax: Canadian Learning Materials Centre 1981), 105.

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 categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.038
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0080.000
Scholarly communication0.0150.003
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0080.000

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 head0.055
GPT teacher head0.292
Teacher spread0.237 · 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