Journal of Mormon History volume 40 issue 4 (fall 2014)
Bibliographic record
Abstract
ARTICLES --The “Wild West” of Missionary Work: Reopening the Italian Mission, 1965–71, James A. Toronto, 1 --William B. Smith and “The Josephites,” Kyle R. Walker, 73 --The 1855 Murder of Isaac Whitehouse in Parowan, Utah, Connell O’Donnell, 130 --The Early Community of Christ Mission to “Redeem” the Church in Utah, Steven L. Shields, 158 --Elaine Anderson Cannon, Young Women General President: Innovations, Inspiration, and Implementations, Mary Jane Woodger, 171 --Sonia’s Awakening: White Mormon Expatriates in Africa and the Dismantling of Mormonism’s Racial Consensus, 1852–1978, Russell W. Stevenson, 208 REVIEWS --Beth Shumway Moore, Bones in the Well: The Haun’s Mill Massacre, 1838: A Documentary History, Brent M. Rogers, 248 --W. Paul Reeve and Michael Scott Van Wagenen, eds., Between Pulpit and Pew: The Supernatural World in Mormon History and Folklore, Mark Ashurst-McGee, 252 --Eric A. Eliason and Tom Mould, eds., Latter-day Lore: Mormon Folklore Studies, Ronda Walker Weaver, 256 --LaMar C. Berrett and Blair G. Van Dyke, Holy Lands: A History of the Latter-day Saints in the Near East, Kent P. Jackson, 260 --Kenneth Lougee, Pie in the Sky: How Joe Hill’s Lawyers Lost His Case, Got Him Shot, and Were Disbarred, John Dinger, 264
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.218 | 0.044 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".