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Record W4388238288 · doi:10.1163/24055093-bja10059

From Confusion to Hope: Lament and Hope in the Faith of Late Adolescence and Early Adulthood

2023· article· en· W4388238288 on OpenAlexaff
Chris D. Clements

Bibliographic record

VenueJournal of Youth and Theology · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicPentecostalism and Christianity Studies
Canadian institutionsColumbia Bible College
Fundersnot available
KeywordsLamentFaithChristianityContext (archaeology)ConfusionNature versus nurtureSociologyTheologyPsychologyPhilosophyHistoryPsychoanalysisAnthropology

Abstract

fetched live from OpenAlex

Abstract Young people in late adolescence or emerging adulthood may re-examine their childhood Christian faith. Christian commitments in a pluralistic context can come to be regarded as one possible set of commitments among many options. Articulating clear claims about Christianity will be part of an approach to the faith nurture of young people. Yet Christian faith is also, fundamentally, an act of hope in Christ. A practice of hope, specifically among those beginning to question Christian commitments, can be the activity of lament. The Christian practice of lament addresses God amid the sorrows and confusions of this world. Christian lament is offered to God in the hope that he might respond. Ministering persons may participate in lament with young people, bringing to bear their own sense of Christian hope, and inviting young people to choose this hope as well.

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)0.005
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.021
Scholarly communication0.0090.005
Open science0.0010.009
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.021
GPT teacher head0.228
Teacher spread0.207 · 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.

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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