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Record W25449294 · doi:10.1016/j.jana.2014.09.002

Pengaruh Story Telling pada Anak Sekolah dengan Kesulitan Makan Sayur di SD Negeri Pesanggrahan 02 Cilacap

2010· dissertation· en· W25449294 on OpenAlex
Sri Hariyanti

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldComputer Science
TopicEducational Methods and Media Use
Canadian institutionsnot available
FundersCanadian Institutes of Health Research
KeywordsHumanitiesPhysicsArt

Abstract

fetched live from OpenAlex

We sought to understand the support networks of people living with HIV (PLWH) in the Canadian cities of Winnipeg and Regina, particularly of their network of caregivers and with a focus on people from disadvantaged and/or stigmatized communities. Using a variation of the Photovoice method, 31 study participants took photographs of their everyday realities and were then interviewed. Among the findings was the heavy reliance on institutional caregivers and on nonhuman sources of support. There was evidence of peer-to-peer networks of care, but the strongest connections were with their formal caregivers. HIV as a chronic condition among disadvantaged and/or stigmatized groups requires paying special attention to informal and formal care dynamics and to where social or family networks cannot meet the basic needs. Honing in on and enhancing these features through programs and services can only improve the situation of stigmatized yet hopeful and resilient PLWH.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.802
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.020
GPT teacher head0.306
Teacher spread0.286 · 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

Quick stats

Citations0
Published2010
Admission routes2
Has abstractyes

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