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Record W2739119914 · doi:10.4148/2470-6353.1013

Reflective Written Pieces: Inquiry into the Practices of Pre-service Literacy Teachers

2017· article· en· W2739119914 on OpenAlexaff
Janet McIntosh

Bibliographic record

VenueNetworks An Online Journal for Teacher Research · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicReflective Practices in Education
Canadian institutionsNipissing University
Fundersnot available
KeywordsPracticumLiteracyReflective writingPedagogyReading (process)Action researchPsychologyMathematics educationReflection (computer programming)Teacher educationComputer sciencePolitical science

Abstract

fetched live from OpenAlex

The purpose of this action research project was to explore whether a reflective writing strategy, developed and used with pre-service teachers in a literacy methods course, assisted them with integrating theory and practice. The teacher educator analyzed the written reflective pieces and determined common categories. Study findings revealed some themes: meeting student needs, classroom strategies, field link experiences, personal student experiences, and growth statements. Pre-service teachers explored what their current knowledge was and how it had changed through the time spent reading and writing in the course; imbedded within the reflection pieces were references to practicum experiences with students in classrooms. Through the act of writing their thoughts down, they indicated changes in their individual views about how to approach literacy teaching. Findings reveal that the reflective writing strategy served as an effective starting point for pre-service literacy teachers’ emerging development.

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 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)0.026
metaresearch head score (Gemma)0.020
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Scholarly communication, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.710
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0260.020
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0070.001
Scholarly communication0.0020.004
Open science0.0030.000
Research integrity0.0000.003
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 head0.335
GPT teacher head0.614
Teacher spread0.279 · 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 teacher head, not a consensus.

Study designNot applicable
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

Citations3
Published2017
Admission routes1
Has abstractyes

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