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Record W7012797855

Brave in Season

2023· article· en· W7012797855 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Commons - Ursinus (Ursinus College) · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicNuclear Structure and Function
Canadian institutionsnot available
Fundersnot available
KeywordsPopulationStereotype (UML)Set (abstract data type)MythologyEPICSightQuarter (Canadian coin)Yard
DOInot available

Abstract

fetched live from OpenAlex

Set in 1950 in the rural Midwest, and inspired by real events, this gripping novel explores what happens when an African American railroad repair crew is dropped into a tiny, tight-knit farm community. Will frictions build to an all-too familiar American tragedy, or can tensions be overcome in that uniquely American way, with balls and bats and a field of green?\nSeventeen-year-old Carlin Littman has big dreams, much bigger than will fit into sleepy Julian, Nebraska, population 172. She has set her sights on college, Chicago, and beyond. The arrival of the rail workers, known as gandy dancers, is an interesting distraction in the bored summer days where her only job is looking after her little brother, Timmy. When she befriends Sam Washington, the awkward, bookish gandy a year younger than she, neither of them have any idea what they have set in motion.\nMany decades later, Tim returns to Nebraska, attempting to recover the lost history through interviews with the few surviving seniors who might remember. These encounters provide the basis for a story that lies somewhere between myth and memory. A story where the mutual respect between the oldest gandy, Jerome, and the store owner, Dave, offers townsfolk an alternative to stereotype and prejudice. A story where the new rail line is being built over the route of the underground railroad, challenging a new generation of farm families to live up to that heritage. A story where an unlikely pick-up game propels players on both sides to epic performances.\nRace, railroads, and baseball are iconic themes that come together in this moving story of the American heartland.

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 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 score0.111
Threshold uncertainty score0.994

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.230
Teacher spread0.220 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

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