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Record W2139660937 · doi:10.1152/advan.00120.2010

From Claude Bernard to the Batcave and beyond: using Batman as a hook for physiology education

2011· article· en· W2139660937 on OpenAlex
E. Paul Zehr

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.

Bibliographic record

VenueAJP Advances in Physiology Education · 2011
Typearticle
Languageen
FieldHealth Professions
TopicFilm in Education and Therapy
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsComicsPopular culturePopular scienceScientific educationPsychologySports scienceHookSociologyScience educationMedia studiesArtLiteratureMathematics educationPhysiologyMedicine

Abstract

fetched live from OpenAlex

Communicating physiology to the general public and popularizing science can be tremendously rewarding activities. Providing relevant and compelling points of linkage, however, between the scientific experiences and the interests of the general public can be challenging. One avenue for popularizing science is to link scientific concepts to images, personalities, and icons in popular culture. Currently, comic book superhero movies and television shows are extremely popular, and Batman was used as the vehicle for popularizing concepts of exercise science, neuroscience, and physiology in my recent book, Becoming Batman: the Possibility of a Superhero. The objective of this book was to bring scientific understanding to the broader public by using the physical image and impression everyone has of Batman and his abilities and then connecting this to the underlying science. The objective of this article is to share some of the details of the process and the positive and negative outcomes of using such an approach with other academics who may be interested in similar activities. It is my goal that by sharing this experience I may stimulate like-minded readers to initiate their own similar projects and to also be emboldened to try and integrate popular culture touchstones in their own teaching practice.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.321
Threshold uncertainty score0.658

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)0.0000.000

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 head0.045
GPT teacher head0.451
Teacher spread0.406 · 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