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Record W1568870895

Exploring Inclusive Education from the Perspective of Preservice Teachers

2010· article· en· W1568870895 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.

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

VenueJournal of Bioresource Management · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsPerspective (graphical)Mathematics educationPedagogyPsychologySociologyArtVisual arts
DOInot available

Abstract

fetched live from OpenAlex

This study investigates the nature of preservice secondary teachers’ perceptions of the Individual Program Plan (IPP) process enrolled in a two-year Bachelor of Education program in a university in Eastern Canada. Teachers’ perceptions have been a vital feature in the successful implementation of the IPP process, and inclusion in general. Therefore, it will be crucial for educational leaders and stakeholders to have a clear understanding of preservice teachers’ perceptions of the IPP process and the factors that affect those perceptions prior to entering the profession. Results suggested that secondary preservice teachers’ tended to hold generally positive perceptions of the IPP process. A majority of preservice teachers responded positively to statements regarding the feasibility and relevance of the IPP process and held moderately positive views regarding accountability to the child on the IPP and to the process. Findings indicted however, that a majority of preservice teachers reported feeling unprepared to participate in the IPP process. Recommendations for preservice teacher education are suggested.

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)0.002
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.306
Threshold uncertainty score0.825

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.033
GPT teacher head0.326
Teacher spread0.292 · 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