Impact of site management practices on growth of eucalypt plantations in the monsoonal tropics in Kerala, India.
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
This article describes how autism spectrum disorder is experienced in the context of immigrant families and how the meaning of this condition, proposed by professionals in the host country, is negotiated between families and healthcare providers. The study sample consists of 44 parents of different nationalities and their 35 children with autism spectrum disorder (ASD) living in a socioeconomically deprived neighborhood of Montreal, Canada. Individual parent interviews were audiotaped and transcribed for subsequent analysis. Results suggest that - although they may sometimes be a source of anxiety - the uncertainties regarding the etiology of ASD, as well as the gap between the explanatory models (EMs) proposed by host country professionals and the impressions of parents, seem to increase the capacity of families to resist the imposition of what they perceive as external categories. Parents perceived the day-to-day difficulties associated with their child's condition as a form of social exclusion that compromised their child's future and independence. These day-to-day difficulties were also described as directly affecting the parents' social life, constituting an important emotional and physical burden. When talking about their children, parents described the painfulness of their experiences, but also discussed how their autistic child had transformed and shaped their lives. Overall, these results show how the disease is "enacted" in the day-to-day life of parents; and suggest that such an embodied understanding of ASD may sometimes represent a form of re-appropriation of power by families faced with adversity.
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 | 0.000 |
| 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