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Record W2607464060 · doi:10.1080/13632752.2017.1308713

Alternative education on Prince Edward Island: a hybrid of ‘mainstream’ and special education

2017· article· en· W2607464060 on OpenAlex
Carolyn Marie Thorne

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEmotional and Behavioural Difficulties · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicDiverse Education Studies and Reforms
Canadian institutionsUniversity of Prince Edward Island
Fundersnot available
KeywordsMainstreamUnderpinningGovernment (linguistics)SociologySpecial educationPedagogyDisciplineAlternative educationSpecial educational needsEducation policyHigher educationPolitical scienceSocial scienceLawEducation

Abstract

fetched live from OpenAlex

Alternative education programmes have acted as a disciplinary practice used by schools in Prince Edward Island (PEI), Canada, as a response to providing students, especially those identified with challenging behaviours, who do not fit into ‘mainstream’ schools.This article highlights the emergence of alternative education in PEI and brings to light the complexities underpinning how a child with challenging behaviour is viewed. Through the use of Foucauldian genealogical analysis and critical discourse analysis, this research centres on the discourse of ‘alternative education’ and problematises how alternative education programmes have been put in place as a solution to the problem of the child with challenging behaviour in ‘mainstream’ schools as constituted in the 1990s in PEI, Canada.Using data generated from educational policies, government documents, and interviews with educators who worked in alternative placements and practitioners who worked with students identified as having problematic behaviour, I propose that alternative education programmes are hybrid programmes emerging from an overlapping of understanding from ‘mainstream’ education and ‘special education’.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.528
Threshold uncertainty score0.795

Codex and Gemma teacher scores by category

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

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 head0.028
GPT teacher head0.310
Teacher spread0.282 · 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