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Record W2929263647

SMOOTH TRANSITIONS: INTEGRATING A HIGH SCHOOL AND TEACHER EDUCATION PROGRAM

2019· article· en· W2929263647 on OpenAlexaff
Twyla Salm

Bibliographic record

Venue2019 Conference of the Canadian Society for the Study of Education · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Systems and Policy
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsTeacher educationPedagogyContext (archaeology)Diversity (politics)WonderSociologyGrounded theoryTracking (education)Mathematics educationPsychologyQualitative researchSocial scienceSocial psychology
DOInot available

Abstract

The Faculty of Education and a High School partnered for five semesters to deliver an integrated course which combines a first year teacher education course, ECS 100, with grade 12 English, Psychology and Career and Work Exploration. This project was developed to support “unlikely” students move from high school to pre-service teacher education. The purpose of the research was to develop a deeper understanding of the challenges and opportunities of this integrative approach and consider ways to support high school student’s transition into teacher education programs . T ransformational grounded theory guided data collection and analysis. Data was collected through two individual interview cycles with 23 students and one cycle of group interviews, for a total of 49 interviews. An Indigenous scholar was the critical friend throughout the study and supported the decolonizing component of the research. The findings are discussed in the context of the ways the teachers and the professor negotiated five contradictions. As the students readied themselves for teacher education, the researchers turned their gaze to wonder if teacher education structures had readied itself for diversity. The contradictions between calling for diversity and addressing structural inequities became more evident as we understood the needs of our students.

Stored with the screening record, where it is evidence for the labels above.

How this classification was reachedexpand

The three-model screen

all 5,600 screened works →

All three models called this out of scope.

stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: medium

Study of a high school to teacher education transition program; professional education, not research training.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

The study examines transitions between high school and teacher education programs.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Integrated high-school/teacher-education pathway study is education research, not study of scientific research systems.

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)0.007
metaresearch head score (Gemma)0.010
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.010
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0100.003
Scholarly communication0.0050.004
Open science0.0030.013
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0050.001

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 head0.031
GPT teacher head0.338
Teacher spread0.307 · 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
Published2019
Admission routes1
Has abstractyes

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