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Record W7059710388

Beckford, Hugh

2005· article· en· W7059710388 on OpenAlexaboutno aff

Bibliographic record

VenueFordham Research Commons (Fordham University) · 2005
Typearticle
Languageen
FieldEngineering
TopicMagnetic Field Sensors Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsGrandparentPoliticsScholarshipBoarding schoolClubWork (physics)
DOInot available

Abstract

fetched live from OpenAlex

INTERVIEWER: Natasha Lightfoot\nINTERVIEWEE: Hugh Beckford\nSUMMARY BY: Patrick O’Donnell\n Hugh Beckford is the director of Caribbean American Family Services, an organization that he established in 1991. He is a 1985 graduate of Fordham College, Rose Hill, where he studied theology and sociology. Beckford was born in Trelawney, Jamaica, and was raised by his grandparents because his parents divorced when he was young. He was locally educated in Jamaican public schools and attended St. George’s College in Kingston, a boarding school. As a young man he was considered one of the best dancers in Jamaica and occasionally appeared on national television. Although not a musician himself, he was very interested in the Jamaican music scene, which featured both local and international acts.\nBeckford became involved in the Jamaican political scene in the early ‘70s and became a member of the Kiwani service club in 1974. He worked at the William Isaacs paper company in Jamaica. He obtained a scholarship to study in Canada for a while, and while he was there he worked at the Wyers paper company. Unable to handle the Canadian winter, he returned to Trelawney and began to work as an accountant while managing a small agricultural store and cattle ranch. In 1980, Beckford was sent to California as a Kiwani delegate, and he stopped by to visit his father, who had emigrated to the Bronx a few years before and was working as a triple-A serviceman in the South Bronx. Because of the unstable political situation in Jamaica, Beckford’s father compelled him to stay in New York, and Beckford enrolled at Fordham University in 1981. Through his Fordham contacts, Beckford began working for Catholic Charities, and he was given the opportunity to create a preventative service program that supervised former inmates’ transition from prison to college degree programs. The basic model of the project is still in use on Riker’s Island. During the early ‘80’s the Bronx was a diverse but troubled place: Beckford mentions a widespread drug trade, urban blight, and squalid housing. Through Catholic Charities he worked as the education coordinator for NYC and Greater Westchester and eventually moved on to the Child Welfare Administration. Unhappy with the position, Beckford moved to preventative services, and became especially interested in providing services for Caribbean immigrants.\nTurning down a top-level position at preventative services, Beckford established Caribbean American Family Services in 1991. After obtaining approval and initial funding from the state, CAFS provided a variety of services at first, including after-school programs and specialized tutoring which was designed so that the children of recent immigrants would succeed on entrance exams at places like Stuyvesant and Bronx Science. Largely a volunteer-run organization, CAFS gradually focused on immigration policies, naturalization, and citizenship. Working in tandem with Caribbean Immigrant Services, CAFS offered fingerprinting, applications, and classes that would prepare applicants for the US Citizenship test. Beckford began appearing on local radio and advertised his organization’s services through grassroots methods. By forming coalitions with local politicians and city services, to date Beckford’s organization has helped over 40,000 people become citizens and has enabled an additional 20,000 to secure their green cards. Nowadays CAFS has extended its clientele to include Hispanic, Eastern European, and Russian immigrants.

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)0.004
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 score0.728
Threshold uncertainty score0.908

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.001
Scholarly communication0.0030.003
Open science0.0010.002
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.2720.081

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 head0.041
GPT teacher head0.276
Teacher spread0.235 · 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
Published2005
Admission routes1
Has abstractyes

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