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Record W1559273231

Pedagogically appropriate integration of informational technology in an elementary preservice teacher education program

2000· article· en· W1559273231 on OpenAlex
Mhairi Maeers, Nancy Browne, Elizabeth Cooper

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 Technology and Teacher Education archive · 2000
Typearticle
Languageen
FieldSocial Sciences
TopicOnline and Blended Learning
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsMathematics educationSet (abstract data type)Class (philosophy)Technology integrationTeacher educationComputer scienceHigher educationPedagogyPrimary educationPsychologyEducational technology
DOInot available

Abstract

fetched live from OpenAlex

This paper describes ways in which preservice students in an elementary education four-year degree program at the University of Regina (Saskatchewan) learn about and learn with information technology. Students learn specific skills and concepts related to informational technology (IT) and its uses and application to the classroom in specific ways at different stages of the program. Also discussed in the paper is the evolving faculty inservice training to reskill or retool instructors to enable them to provide meaningful IT experiences for students. One particular experiment is outlined, an experiment that addressed the content of and response to a specific set of five IT modules implemented in order to ensure that all students complete their education degrees with a mandatory set of technology concepts and skills, in a program where there is no mandatory computers in education class. Ways that students who have taken the five modules are using IT in pedagogically-appropriate ways are outlined. The paper also describes a vision of the IT future for faculty and students. (Author/AEF) ******************************************************************************** Reproductions supplied by EDRS are the best that can be made from the original document. ******************************************************************************** Pedagogically Appropriate Integration of Informational Technology in an Elementary Preservice Teacher Education Program PERMISSION TO REPRODUCE AND DISSEMINATE THIS MATERIAL HAS BEEN GRANTED BY

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)0.001
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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.923
Threshold uncertainty score0.384

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.016
GPT teacher head0.366
Teacher spread0.350 · 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