MétaCan
Menu
Back to cohort
Record W4391687997 · doi:10.51644/9781554581016-001

Foreword

2007· book-chapter· en· W4391687997 on OpenAlexaboutno aff
Jane Finlay-Young

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture and Farm Safety
Canadian institutionsnot available
Fundersnot available
KeywordsPhilosophy

Abstract

fetched live from OpenAlex

Watermelon Syrup is a fictionalized account of Annie Jacobsen's family story.When Annie's mother, Katherine Becker (née Goerz), was dying of cancer and Annie herself was fighting the same disease, she began writing vignettes to entertain her mother.The vignettes were based on stories Annie had heard about Katherine's Mennonite childhood in Russia and Saskatchewan.These small stories grew and became this book.Annie came from a line of storytellers and writers.Both her grandmother and her uncle kept extensive journals, even though they belonged to a predominantly oral, traditionalist community.Annie's grandmother, Helena Goerz (née Regier), wrote an account of Mennonite life in Russia, of the family's journey to Canada, and of settling in Saskatchewan.John Goerz, Annie's uncle, wrote a more extensive account of the same events.Much of what is recounted in Willy's notebook in Watermelon Syrup is cited directly from John's journal.Both Helena's and John's writings are alive with detail and passion for the lands they worked and lived on and the communities they lived in.Katherine recorded stories of her childhood on tape with the help of her daughter, Kate.Susie Jacobsen, Annie's daughter, conducted considerable research for the novel.Thus, four generations of writers have contributed to the story you are about to read.

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)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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: Other
Teacher disagreement score0.426
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0020.001
Scholarly communication0.0040.003
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.5740.463

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 head0.035
GPT teacher head0.213
Teacher spread0.178 · 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.

Study designNot applicable
Domainnot available
GenreOther

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
Published2007
Admission routes1
Has abstractyes

Explore more

Same topicAgriculture and Farm SafetyFrench-language works237,207