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Record W7033117709

Practice teaching programs in Canadian colleges and universities

2011· article· en· W7033117709 on OpenAlexaboutno aff

Bibliographic record

VenueSaint Mary's University Institutional Repository (Saint Mary's University) · 2011
Typearticle
Languageen
FieldArts and Humanities
TopicDiverse Musicological Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHigher educationGovernment (linguistics)Work (physics)Curriculum
DOInot available

Abstract

fetched live from OpenAlex

This study has been undertaken to provide, under one cover, a description of practice teaching throughout Canada as well as to express an informed opinion concerning the essentials of a suitable practice teaching program. To prevent the work from becoming unwieldy, it was necessary to set limits concerning the sources from which the necessary information should be drawn. It was determined that only those institutions whose primary language of instruction was English and which grant the Bachelor of Education degree or its equivalent should be dealt with. Twenty-one such institutions presently fall within these limits. Unfortunately, the necessary information has not been obtained from two of these. A third less strict line was drawn between practice teaching programs devoted to training secondary school teachers and those concerned with elementary education. For the most part, the programs described are those dealing with students aspiring to secondary school teaching. Where it was necessary to write of practice teaching in elementary schools, explicit reference is made to this fact. \nIn addition, not all the aspects of programs at these institutions are dealt with. However, an attempt is made concerning the essential elements of each. The intention is to deal with the following aspects of a practice teaching program: (1) time spent in both observation and practice teaching, (2) supervision of student teachers by university staff, (3) reports of cooperating teachers, (4) evaluation of student teachers, and (5) classes and texts relating to the practice teaching program. In every case, information covering these five points was not always available. In others, much more than this is readily obtainable and has been presented in respect of its importance.

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 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)0.005
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.859
Threshold uncertainty score0.996

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.013
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.008
Science and technology studies0.0290.004
Scholarly communication0.0070.002
Open science0.0040.007
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0270.001

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 head0.051
GPT teacher head0.187
Teacher spread0.137 · 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 designObservational
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
Published2011
Admission routes1
Has abstractno

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