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Record W4253234689 · doi:10.32920/ryerson.14656089.v1

A case study approach : exploring socially inclusive programming for toddlers with Down Syndrome through a relationship lens

2021· preprint· en· W4253234689 on OpenAlexaff
Kristin E Tiberio

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsToronto Metropolitan UniversityEducation and Early Childhood DevelopmentSeneca PolytechnicYork University
Fundersnot available
KeywordsToddlerInclusion (mineral)Set (abstract data type)PsychologyDevelopmental psychologyTypically developingSocial psychologyComputer scienceAutism

Abstract

fetched live from OpenAlex

This instrumental case study set out to examine the toddler room of one child care centre (centre X) deemed as providing inclusive child care for toddlers with Down Syndrome (DS). Through use of both interview and observation tools this study sought to answer four particular research questions. These questions included: (1) To what extent is this centre providing socially inclusive child care for toddlers with DS? (2) What strategies do ECEs in this centre use to include toddlers with DS in socially meaningful opportunities with their peers? (3) How do parents of children with and without DS perceive their child's classroom to be an inclusive environment (4) How do parents of children with and without DS recognize social inclusion to be a primary goal in their child's development during toddlerhood? After analyzing the rich set of data collected during the interview and observation process results demonstrated that each of the four research questions were affirmatively answered. More specifically, results demonstrated that not only were the ECEs in the toddler room providing C01 with socially meaningful opportunities but relationship formation among all children, typically developing or not, was something that was also highly valued and supported by these ECEs.

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)0.007
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 score0.014
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0110.009
Scholarly communication0.0060.005
Open science0.0020.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.348
GPT teacher head0.423
Teacher spread0.075 · 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
Published2021
Admission routes1
Has abstractyes

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