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Record W6981740876

An exploration of authentic and appropriate teaching, learning, and assessment practice in continuing professional development to identify opportunities for learning enhancement in the built environment

2022· other· en· W6981740876 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEdinburgh Napier Research Repository (Edinburgh Napier University) · 2022
Typeother
Languageen
FieldSocial Sciences
TopicReflective Practices in Education
Canadian institutionsnot available
Fundersnot available
KeywordsProfessional developmentProfessional studiesCompetence (human resources)Continuing professional developmentMultidisciplinary approachFocus groupProfessional ethicsProfessional association
DOInot available

Abstract

fetched live from OpenAlex

While annual continuing professional development is a membership requirement for all professional bodies in the built environment, it is under increased focus in recent years, alongside competence-mapping, and the requirement for further qualifications, given the catastrophic consequences of tragedies such as the Grenfell Tower fire in 2017. The aim of this paper was to explore authentic and appropriate teaching, learning, and assessment practice in continuing professional development, through a multidisciplinary and international lens, to identify opportunities for learning enhancement in the built environment. A literature review on the professional development competence requirements in construction and equivalent professions was conducted. A questionnaire survey was circulated prior to hosting an online seminar. Eight established expert academics and professional body representatives from Ireland, England, Scotland, Wales, Malaysia, and Canada, presented their opinions and positions, exploring authentic and appropriate built environment continuing professional development educational practice. Research findings revealed that the current professional development landscape, while complex and challenging, was rich with opportunity and diversity. Findings presented multiple opportunities for the enhancement of learning through tailored professional development practices, with many novel and innovative suggestions made. Findings suggested that the onus was on practitioners to make professional, strategic, careful, and ethical choices when planning annual personal professional development, but with a call for greater support from academia and professional bodies to work together and with each other to foment positive change to the professional development landscape.

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)0.014
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.704
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.108
GPT teacher head0.451
Teacher spread0.343 · 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