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Record W7156115599 · doi:10.5281/zenodo.19826448

International Commission on Physics Education (ICPE) Medal Citation [2014, Cedric Linder]

2014· article· W7156115599 on OpenAlexaboutno aff
International Commission on Physics Education (IUPAP C14)

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2014
Typearticle
Language
FieldSocial Sciences
TopicScience Education and Pedagogy
Canadian institutionsnot available
Fundersnot available
KeywordsMedalScholarshipCitationPhysics educationGold medalConsistency (knowledge bases)Commission

Abstract

fetched live from OpenAlex

Cedric Linder was awarded the ICPE Medal for 2014 in recognition of his outstanding contributions to physics education research. His work has been notable for its range, depth, consistency and impact, as well for its international scope. In 1979 Cedric Linder graduated with Honours in Physics and Electronics from Rhodes University in South Africa. After completing a teaching diploma, he became a high school teacher of mathematics and science in Cape Town. The award of a Fulbright Scholarship in 1980 took him to Rutgers University in the USA, where he obtained a Master’s degree in Science Education. Following his return to Cape Town he became a Lecturer in the Physics Department at the University of the Western Cape. Another excursion, this time to Canada, led to a doctorate in Science Education from the University of British Columbia in 1989. His thesis work looked at learning challenges faced by physics graduate students in the area of sound. Returning to the University of the Western Cape, Cedric Linder set up a highly successful physics education group. This led to him being promoted to the first personal chair in Physics Education in South Africa in 1996, and he went on to serve as Chairperson of the Physics Department. In 2000 he moved to his current position at Uppsala University, becoming the first Professor of Physics Education Research in Sweden. Cedric Linder retains his professorship at the University of the Western Cape and is also a guest professor at Linnaeus University in Kalmar, Sweden.

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)0.012
metaresearch head score (Gemma)0.047
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.112
Threshold uncertainty score0.374

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.047
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0080.007
Science and technology studies0.0060.003
Scholarly communication0.0190.007
Open science0.0050.009
Research integrity0.0150.013
Insufficient payload (model declined to judge)0.1120.118

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 head0.090
GPT teacher head0.354
Teacher spread0.265 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2014
Admission routes1
Has abstractyes

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