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Record W2130629751 · doi:10.33524/cjar.v12i3.22

Hannay, L., Wideman, R., & Seller, W. (2010). Professional learning to reshape teaching. Toronto, ON: Elementary Teachers’ Federation of Ontario.

2012· article· en· W2130629751 on OpenAlexaffvenueabout
Carmen Shields

Bibliographic record

VenueThe Canadian Journal of Action Research · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsNipissing University
Fundersnot available
KeywordsCraftProfessional developmentAction (physics)Process (computing)Action researchSociologyReflection (computer programming)Order (exchange)PedagogyReflective practiceClosure (psychology)Mathematics educationPsychologyPolitical scienceComputer scienceVisual artsLawBusiness

Abstract

fetched live from OpenAlex

This book is about professional change from the bottom up—that is, it is about professionals taking charge of their own knowledge creation in order to create lasting change in their practice. In a very real sense, this text provides an avenue for individuals to do what Whitehead (1989) described as engaging in “Action Reflection” in order to build a “living educational theory” for ourselves as professionals learning about our craft across the years of our careers. The action reflection cycle described by McNiff (2000) seems to me to be embedded in this text as a guide to furthering our own professional development and direction. She notes five points: I, the individual, am central to the process; I am learning first about myself in order to change a social situation; I am not aiming for closure but ongoing development; the process is participative; and, the process is educational (p. 203). Hannay, Wideman and Seller bring out these points by encouraging educators to engage in a process of constructing their own knowledge through collaboration with colleagues and through the use of inquiry, much as we advocate for this with students in our care at all levels of learning. In this model, leadership becomes a shared activity “with the goals of the process

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)0.011
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.459
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.404
GPT teacher head0.503
Teacher spread0.098 · 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

Citations13
Published2012
Admission routes3
Has abstractyes

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