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Record W247943964

Introduction to the Special Issue-What Is Inclusive Education in Canada?

2013· article· en· W247943964 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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian Journal of Education / Revue canadienne de l éducation · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)Diversity (politics)PedagogySociologyPopulationPolitical scienceMathematics educationPsychologySocial scienceLaw
DOInot available

Abstract

fetched live from OpenAlex

The idea for this special issue germinated from a meeting held before the May 2010 Canadian Society for the Study of Education Conference in Fredericton. At that time a number of researchers across Canada interested in the area of educating students with exceptionalities in the regular classroom gathered to discuss the possibility of creating a Canadian voice for inclusive education. While all Canadian educational jurisdictions recognize the critical contributions of classrooms to an inclusive society, each province and territory has evolved an approach to inclusive education that responds to its particular needs. As a result, there remains considerable variation across jurisdictions and limited opportunities for provinces and territories to learn from each other. Students with learning exceptionalities represent 9-15% of the Canadian school-aged population (Canadian Council on Learning [CCL], 2009; Timmons, 2006). Valle and Connor (2011) note that it is still a popular belief of educators that students are more or less deserving of an education based on ability yet if we substituted other forms of diversity, it would be unimaginable (e.g., First Nations students, poor students, or girls). As researchers and educators, our collective hope is to promote pedagogies that recognize and interrupt ableistic teaching practices in order to support, impact, and foster such things as genuine reciprocity between students labeled with and without exceptionalities. The purpose of this special issue was to collect some of the current literature on the topic of inclusion in Canada, including learning stages from K-post-secondary. We attempted to balance diverse methodologies and topics to enable the reader to get a full snapshot of Canadian research in this field today. The first sets of papers investigate inclusive education in the experiences of students, teachers, and families in K-12 classrooms. They are presented in order of age ranges in the study. Michelle Villeneuve and her colleagues present research emerging from their partnership between health and education investigating transitions in to elementary school in Ontario, Quebec and Nova Scotia. This paper focuses on the qualitative data of 3 cases in Ontario, but provides key issues in how parents perceive the collaboration in that extremely important process. It is essential that our students with exceptionalities have a smooth transition in to the school system and the collaboration between home and school is essential. Villeneuve et al provide some insights into outcomes and how we can create more supportive ties. Martine Pellerin presents a 2-year collaborative action research project that investigated the use of digital technologies to support inclusive practices in Early French Immersion (EFI) classrooms. This paper is based on research with the teachers in the classrooms. Such research is fundamental in our understanding of theory to practice. In an applied field such as education, it is extremely important to work with those who will implement our findings. A major area of concern for our education system is the mental health of our students. We know that being marginalized can occur because of a mental health issue and this can exacerbate such issues. Recent surveys indicate as many as 20 per cent of children aged four to 17 years old have clinically important disorders at any given time and yet only 5% of those children will get the clinical support that they require (Manion, Ferguson, & Short, in press). This leaves many children who receive support only from the school system. While we do not advocate teachers being clinicians, they do need to understand how their actions influence the lives of their students. Jennifer Dods' paper provides the adolescent student voice in this area. Sheila M. Bennett and Tiffany Gallagher bring together many voices in their project on school and workplace experiences of students with intellectual disabilities. …

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.313
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.014
GPT teacher head0.286
Teacher spread0.272 · 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