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Record W7128337759

Advanced age of Roma seniors and its issues

2018· dissertation· cs· W7128337759 on OpenAlexaboutno aff
Nikola Martinková

Bibliographic record

VenueDigital Repository (National Repository of Grey Literature) · 2018
Typedissertation
Languagecs
FieldHealth Professions
TopicRomani and Gypsy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsBachelorQuarter (Canadian coin)Focus groupPerceptionCategorizationSocial categoryQualitative research
DOInot available

Abstract

fetched live from OpenAlex

The bachelor thesis focuses on age of gypsy seniors. The main focus of my bachelor thesis is to describe the age of gypsy seniors, their needs and subjective perception of a social status in a family. Also to find out reasons why the gypsy seniors are not being placed in a retirement home and to describe the way how the gypsy people take care of their seniors. The bachelor thesis consists of expressions such as gypsy, age, social status and social work. It also describes the history of gypsies from the beginning of their mentioning until our present. I focus on gypsy family, their tradition and the age of seniors. At the age I focus on the main needs and occurring changes. My research goals was to find out reasons the gypsy seniors are not being placed in the retirement home. I chose three age categories of gypsy seniors for my research. The first category are seniors from 65 to 70 years, the second category are seniors from 71 to 80 years and the third category are seniors from 80 years +. During my research I found out that I am not able to obtain the third category since I had the informants based on the snow ball technique, therefore no one from my informants knew any senior older 80 years. This is the reason why my is my research based on two categories only. Next the research focuses on the second category. This category is about offsprings of the gypsy seniors. Half structured interviews were done with eight gypsy seniors and their eight offsprings. The result of this work was to find out the opinion of the gypsy seniors and their offsprings on the retirement home. Also how the gypsies take care of their seniors and what needs the seniors have. I hope and believe that everyone will benefit from the knowledge of this bachelor thesis.

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)0.002
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0030.003
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.001

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 head0.016
GPT teacher head0.339
Teacher spread0.323 · 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 designObservational
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

Citations0
Published2018
Admission routes1
Has abstractyes

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