Solving constraint satisfaction sequencing problems by iterative repair
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.
Bibliographic record
Abstract
Acculturating to a host country has a negative impact on immigrant women's breastfeeding practices, particularly when coming from countries where breastfeeding rates are higher than Western countries. Whether this is true of those immigrating to the UK remains to be investigated. The study aimed to explore whether acculturating to the UK had detrimental effects on breastfeeding practices of South Asian women, and to provide explanations as to how acculturation may have exerted its influence. Twenty South Asian women completed semi-structured interviews exploring infant feeding experiences. Data were thematically analysed. A bidimensional measure assessed women's acculturation status. Women displaying low acculturation levels were aware of living in a formula-feeding culture but this had little influence on breastfeeding intentions/behaviours; drawing upon South Asian cultural teachings of the psychological benefits of breast milk. These women opted to formula-feed in response to their child's perceived demands or in a bid to resolve conflict; either when receiving information about the best feeding method or between their roles as a mother and daughter-in-law. Highly acculturated women also experienced such conflict; their awareness of the formula-feeding culture governed feeding choice. The findings provide a picture of how acculturation may affect South Asian women's breastfeeding intentions and behaviours; encouraging health service providers to meet the varying needs of an acculturating population. If breastfeeding is to be encouraged, it is necessary to understand factors influencing feeding choice; with particular attention to the acculturation pathways that may govern such decisions. This paper highlights ways to tailor information for South Asian women depending on levels of acculturation.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it