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Record W6982149894

H05-1580. Community Action House. Records, 1972-2008. 1.50 linear ft.\tPARTIALLY RESTRICTED

2020· article· en· W6982149894 on OpenAlexaboutno aff

Bibliographic record

VenueHope College Digital Commons (Hope College) · 2020
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAgency (philosophy)AppealWork (physics)Action (physics)Intervention (counseling)Ethnic groupPovertyForeclosureState (computer science)Community organizationCommunity development
DOInot available

Abstract

fetched live from OpenAlex

Community Action House (CAH) was organized in 1969 by local churches, organizations, and interested citizens in response to the Latin-American community’s appeal for help in integrating its members into the Holland area. It is a non-profit, non-sectarian organization, serving not only the Latino community of Allegan and Ottawa counties, but other ethnic background citizens as well. The organization has a Board of Directors who are men and women from the community. They, in turn, hire a director. Volunteers are an important part of the CAH and serve in almost every facet of the agency’s operations. CAH is funded by monies from local churches, businesses, organizations, individuals, federal and state grants and the United Way. It provides emergency assistance to people in need, including two food pantries, monthly food distribution, assistance with hygiene products, household cleaning supplies, baby items (diapers, formula) and foreclosure intervention services. CAH also provides skill-building services including education classes (first-time homebuyer, financial literacy and home maintenance education) and EPIC, a 5-month intensive program that teaches empowerment, employment training and team-building skills. Since 1992, CAH also runs a community kitchen at Western Theological Seminary, which is open every weekday from 11:30-1:00 throughout the year. CAH opened its first thrift store in 2000 at the Macatawa Resource Center. In 2011, the store was moved to its current location at 694 Michigan Avenue, and is known as the Community Action House General Store. Proceeds from the General Store are used to fund agency programs and services. CAH began its work in a house at 166 East 8th Street, and then moved to a building at 345 West 14th Street. That structure was razed in 1994 and a new building constructed on the site, which is barrier-free and more spacious. In 1999, an office was also opened on the north side of Holland on 136th Avenue. The collection consists of reports, newspaper clippings, programs, and history of the organization. There is also a large collection of videos (DVD) of TV news spots and other programs promoting the work of the Community Action House.

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)0.002
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: Dataset · Consensus signal: none
Teacher disagreement score0.888
Threshold uncertainty score0.159

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0020.000
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.8880.841

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 head0.087
GPT teacher head0.237
Teacher spread0.150 · 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
GenreDataset

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
Published2020
Admission routes1
Has abstractyes

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