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Record W7006039117

Sun Science: Environmental Health, Medical Specialization, and Body Politics in 20th Century Canada

2022· dissertation· en· W7006039117 on OpenAlexaboutno aff

Bibliographic record

VenueThe Atrium (University of Guelph) · 2022
Typedissertation
Languageen
FieldVeterinary
TopicHelminth infection and control
Canadian institutionsnot available
Fundersnot available
KeywordsAction (physics)Argument (complex analysis)PoliticsInterpretation (philosophy)History of scienceDissentScientific evidenceElement (criminal law)Environmental history
DOInot available

Abstract

fetched live from OpenAlex

Although the sun is often perceived as a constant, the sun, or more accurately humans’ relationship with the sun, has its own history. How the sun and sunlight are understood, and now humans have chosen to interact with sunlight has changed substantially over time. Focusing on 20th century Canada, the dissertation uses the sun as a thematic framework to explore various topics in the history and philosophy of science, history of medicine, gender, racial identity, environmental history, and the history of the body. Across these topics, the overarching argument of the dissertation is that the impact of science has increased during the 20th century. Although dissent to medical and scientific authority has grown among a minority of the population, science has increasingly become pervasive, with scientific findings and theories influencing day-to-day behaviours in ways often taken for granted. Science has become central to the social construction of key terms and concepts at the heart of changing ideas about the sun and sun exposure: beauty, health, the “normal” body, and nature/environment. Late 20th century fears around ozone depletion and increased risk of skin cancer are used to investigate the relationship between human and environmental health, suggesting that concerns about personal health can be a powerful motivator for action on environmental problems. Despite concerns about skin cancer, however, which originated largely with dermatologists, opinions about the risks and benefits of sun exposure varied considerably within the broader medical community. These differing opinions demonstrate that application and interpretation of scientific data can be subjective and medical specialization can encourage subjectivities that may be detrimental to overall health. Dermatology is used as a case study for medical specialization in Canada, which suggests economic considerations have been a motivator for specialization and that Canada’s single payer universal health insurance system amplifies inter-specialty competition. The increasingly sophisticated Canadian Dermatology Association has served as a vehicle for political action to protect its specialists. The systemic racism and ageism of dermatology is also explored. Both in medical and popular contexts, suntans are discussed as means of performing personal identity in terms of class, gender, race, and ethnicity.

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 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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.623
Threshold uncertainty score0.996

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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.011
GPT teacher head0.253
Teacher spread0.242 · 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 teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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
Published2022
Admission routes1
Has abstractyes

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