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Studi Fenomenologi Pola Asuh Anak oleh Wanita Indonesia dalam Perkawinan Campur di Eropa dan Kanada

2021· article· en· W3179570165 on OpenAlex

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.

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

VenuePERSPEKTIF · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMarriage and Family Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsIndonesianNonprobability samplingPsychologyStyle (visual arts)Qualitative researchSocial psychologyDevelopmental psychologySociologySocial scienceDemographyPopulationArtVisual arts

Abstract

fetched live from OpenAlex

This research aims to find out how the parenting pattern is conducted by Indonesian women who experience mixed marriage where they marry foreign men and live in their husbands’ countries. The research method used is Qualitative with Phenomenological approach. Using Purposive Sampling Technique, five Indonesian women were gathered as informants where 3 of them live in Europe : The United Kingdom, The Netherlands and Germany while 2 others live in Canada. Data collection was conducted using online questionnaire and semi-structured interviews to be further analysed using Interpretative Phenomenological Analysis (IPA) to reveal in detail how participants interpreted their personal and social worlds. The results show that participants conduct Democratic parenting style; a combination of appreciation for the individuality of the children and efforts to shape social values gradually. This parenting pattern was formed by building an agreement with their husbands towards their own religions and Indonesian cultures. The country provision and protection of children aged 18 to have the rights to live separately from their parents has encouraged participants to conduct some particular standards for their children. Additionally, the results show that participants managed to conduct similar parenting style held by their parents.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.366
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.283
Teacher spread0.263 · 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