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Record W3045115727

Hidden Treasures: A Letter to the Children of Mother's Love

2019· preprint· en· W3045115727 on OpenAlexaboutno aff
Richard Balme, Jennifer Cheng, Serrie Fung

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2019
Typepreprint
Languageen
FieldSocial Sciences
TopicGender, Labor, and Family Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsArtGenealogyPsychologyHistory
DOInot available

Abstract

fetched live from OpenAlex

Hidden Treasures is the true story of a young woman whose brief visit to Nanning, Guangxi, China in 1992 sparked the beginning of nearly two decades of work with abandoned babies in China. At age 29, Kit Ying Chan was sent to the Nanning state orphanage to conduct a needs assessment in response to alarming reports about the poor conditions in the local state orphanages as they struggled to cope with the widespread infant abandonment crisis that resulted from the country's one-child policy. What Kit Ying witnessed in that first visit was something she couldn't unseen or turn away from, calling her to leave her life in Hong Kong and move into the Nanning state orphanage.This book follows her remarkable journey from the first baby she picked up and nurtured back to health, to facilitating the first intercountry adoptions in Guangxi, to founding and leading Mother's Love, a home for abandoned babies, to modeling best practices and training child care workers in state orphanages across China, to the final closure of Mother's Love in 2011. Drawing from Kit Ying's own personal story, interviews with those involved with Mother's Love, and research on the infant abandonment crisis of the 1990s, it documents the deep and palpable scars left by this massive disaster on everyday Chinese citizens and the stories of transformation of the individuals who responded to the need. It is also a personal letter from Kit Ying to the 1,500+ young people who were adopted from Mother's Love and an accounting of this critical part of their history and identity.Hidden Treasures is the story of what happens when we choose to open our hearts to the call for help from one human to another.Kit Ying Chan is the Director of Services at Mother's Choice, overseeing the organization's services for children, youth, and families. After graduating from the University of Guelph with a Bachelor of Arts in Psychology and Sociology, Kit Ying was hired as the first social worker at Mother's Choice in 1988. In 1992, she began her work with China's state orphanages, in response to the widespread baby abandonment during that time. In 1995, she founded "Guangxi-Hong Kong Mother's Love Orphanage", the first joint venture between Hong Kong and China, where she pioneered a professional model for residential child care services, introducing foster care and specialized care for children with special needs. Kit Ying returned to Hong Kong in 2011 and continues to pioneer in this field as she leads the team to provide life transforming services for clients of Mother's Choice.

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)0.001
metaresearch head score (Gemma)0.005
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: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0120.003
Scholarly communication0.0030.004
Open science0.0010.003
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0110.003

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 head0.015
GPT teacher head0.245
Teacher spread0.229 · 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
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
Published2019
Admission routes1
Has abstractyes

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