MétaCan
Menu
Back to cohort
Record W3173230256 · doi:10.7202/1078464ar

“It Feels Like a Life’s Work”

2021· article· en· W3173230256 on OpenAlexfundvenueno aff
Jennifer Douglas, Alexandra Alisauskas

Bibliographic record

VenueArchivaria · 2021
Typearticle
Languageen
FieldPsychology
TopicMemory, Trauma, and Commemoration
Canadian institutionsnot available
FundersUniversity of British Columbia
KeywordsGriefMeaning (existential)Set (abstract data type)Work (physics)Function (biology)Historical recordRecord keepingPsychologySociologySocial psychologyHistoryPsychotherapistEngineeringBiographyComputer scienceArt history

Abstract

fetched live from OpenAlex

By considering a set of in-depth interviews with eight bereaved mothers, this article seeks to explore ideas about what records are and what they do. Working to centre the voices and experiences of the bereaved mothers, the article first discusses some of the objects, events, places, and bodily traces they identified that function as records. It next considers the roles records and recordkeeping played for the parents interviewed, identifying four types of records work: proving life and love, parenting, continuing a relationship, and imagining. Records and recordkeeping are shown to be instrumental in the ongoing processing of traumatic loss as well as in the significant work of ensuring a life has meaning and is acknowledged. Finally, the interviews with parents also showed how deeply imbricated are love and grief as emotions and as motivations for recordkeeping, and the article ends by articulating a call for archivists to learn to “look with love.”

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)0.004
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0100.026
Scholarly communication0.0080.008
Open science0.0010.006
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0040.001

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 head0.045
GPT teacher head0.313
Teacher spread0.268 · 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 designQualitative
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

Citations16
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueArchivariaSame topicMemory, Trauma, and CommemorationFrench-language works237,207