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Record W7039553466

Moving through the system: The ruling relations of migration, mobility, and childhood disability

2024· other· en· W7039553466 on OpenAlexfundaboutno aff

Bibliographic record

VenueBrock University Digital Repository (Brock University) · 2024
Typeother
Languageen
FieldAgricultural and Biological Sciences
TopicFish Biology and Ecology Studies
Canadian institutionsnot available
FundersBrock University
KeywordsContext (archaeology)Government (linguistics)Work (physics)Subject (documents)PopulationFilter (signal processing)
DOInot available

Abstract

fetched live from OpenAlex

This thesis is about institutional interactions of young disabled children and families who have migrated or have travelled to access services. Through an institutional ethnography, I seek to understand these families’ everyday activities and to make the invisible work of these families visible, and ultimately to interrogate the systems connected to childhood disability and different forms of human movement. For this dissertation, I examined longitudinal data from the Inclusive Early Childhood Service System Project (IECSS; 2021). The IECSS project is an institutional ethnography, a methodology originally developed by the Canadian sociologist and feminist studies scholar, Dorothy Smith (2006). The central problematic of interest for this dissertation was the intersection of childhood disability and human movement in the form of transnational migration, internal migration, and travelling to access services. Through this institutional ethnography, I entered into the everyday experiences of disabled children and their families through the standpoint of the IECSS family informants from across Canada. An analysis of the institutional maps, interview transcripts, and attribute tables led to six (6) key findings: (1) Migration and travelling: What is the context of human movement and childhood disability?; (2) People move, texts stay still; (3) Duplication and replication of services across different communities; (4) Formal and informal support networks: making it work when you’re mobile; (5) The importance of gaining perceived and official citizenship status and; (6) Restarting the process: The added work on families and disabled children. The findings of this study are significant for research, policy, and practice in the area of early childhood, disability, and human movement.

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)0.005
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.169
Threshold uncertainty score0.337

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.005
Science and technology studies0.0230.066
Scholarly communication0.0180.010
Open science0.0020.013
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.009
GPT teacher head0.170
Teacher spread0.161 · 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 designQualitative
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
Published2024
Admission routes2
Has abstractyes

Explore more

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