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Record W7093399996

Appel à contributions : Numéro spécial sur "L’éducation en acoustique"

2024· article· en· W7093399996 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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian acoustics · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicLogistics and Infrastructure Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsOutreachCurriculumMultidisciplinary approachPublishingSpecial sectionSection (typography)Electronic publishing
DOInot available

Abstract

fetched live from OpenAlex

Acoustics is a vast and multidisciplinary field, employing hundreds of professionals across Canada in areas such as teaching, research, consulting, and more. To highlight the diverse work within this community, Canadian Acoustics has been publishing special journal issues for over 40 years, focusing on various thematic topics related to acoustics. In this spirit, Canadian Acoustics invites submissions for an upcoming special issue, scheduled for March 2025, with a focus on education in acoustics. Manuscripts submitted for this issue may explore (but are not limited to) the following topics: Innovative teaching methods in acoustics Curriculum design and development in acoustic education Integration of acoustics in STEM programs Case studies on acoustic education in different sectors (higher education, technical schools, industry) Use of technology and digital tools in teaching acoustics Educational outreach and public engagement in acoustics HOW TO PARTICIPATE? To contribute to this special issue on "education in acoustics," authors are invited to submit their manuscripts through the online system at http://jcaa.caa-aca.ca, under the “Special Issue” section, by December 1st, 2024. All submissions will be reviewed by the Canadian Acoustics Editorial Board, following the journal's publication policies (e.g., original content, non-commercialism). For further details, please refer to the Journal Policies section online. WHY YOU SHOULD SUBMIT This special issue will serve as a comprehensive resource on education in acoustics across Canada. It will be distributed in hard copies to all national and international members of the Canadian Acoustical Association (CAA), with electronic versions available in open-access on the journal website. Articles will be indexed and searchable through major search engines, including Google and Bing. Authors are encouraged to choose their keywords carefully to maximize the visibility of their work. For any questions, please contact Mr. Olivier Robin at olivier.robin@usherbrooke.ca. This is a unique opportunity that only comes around every 7 to 9 years—don’t miss out!

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.223
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.012
GPT teacher head0.238
Teacher spread0.226 · 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