MétaCan
Menu
Back to cohort
Record W2328668897 · doi:10.1525/tph.2011.33.2.112

Review: <i>J. B. Harkin: Father of Canada's National Parks</i>, by E.J. (Ted) Hart

2011· article· en· W2328668897 on OpenAlex

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueThe Public Historian · 2011
Typearticle
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsAthabasca University
Fundersnot available
KeywordsIconDownloadCitationLibrary scienceFolklifeHistoryArtWorld Wide WebComputer scienceArchaeology

Abstract

fetched live from OpenAlex

Book Review| May 01 2011 Review: J. B. Harkin: Father of Canada's National Parks, by E.J. (Ted) Hart J. B. Harkin: Father of Canada's National Parks, by E.J. (Ted) Hart. Edmonton: University of Alberta Press, 2010; 592 pp.; paperbound, $34.95. Frits Pannekoek Frits Pannekoek Athabasca University. Search for other works by this author on: This Site PubMed Google Scholar The Public Historian (2011) 33 (2): 112–114. https://doi.org/10.1525/tph.2011.33.2.112 Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Share Icon Share Facebook Twitter LinkedIn Email Tools Icon Tools Get Permissions Cite Icon Cite Search Site Citation Frits Pannekoek; Review: J. B. Harkin: Father of Canada's National Parks, by E.J. (Ted) Hart. The Public Historian 1 May 2011; 33 (2): 112–114. doi: https://doi.org/10.1525/tph.2011.33.2.112 Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentThe Public Historian Search © 2011 by The Regents of the University of California and the National Council on Public History. All rights reserved.2011 Article PDF first page preview Close Modal You do not currently have access to this content.

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 categoriesInsufficient 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: none
Teacher disagreement score0.861
Threshold uncertainty score0.992

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0090.000

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 head0.013
GPT teacher head0.172
Teacher spread0.160 · 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