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Record W2010058753 · doi:10.1080/14681990310001609813

Sexual attitudes of US and Canadian medical students: the role of ethnicity, gender, religion and acculturation

2003· article· en· W2010058753 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

VenueSexual & Relationship Therapy · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicGender Roles and Identity Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAcculturationEthnic groupPsychologyClinical psychologyGender studiesSocial psychologySociologyAnthropology

Abstract

fetched live from OpenAlex

Abstract Key variables contributing to sexual liberality or conservatism of sexual attitudes appear to be ethnicity, religion and religiosity, gender and degree of acculturation to mainstream Western culture. This study investigated the relative contribution of these variables to the sexual beliefs of US and Canadian medical students of diverse ethnic backgrounds. Significant differences were found in total scores on a Cross Cultural Attitude Scale (CCAS) with Caucasians coming from the USA, Canada, Western Europe and South Africa being the most liberal, and students self-identifying as Middle Eastern or Asian being the most sexually conservative. However, acculturation played a major role in attenuating the impact of ethnic background. Despite significant main effects of religion, ethnicity, gender and acculturation on sexual attitudes, the overall sample tended to be fairly liberal, suggesting the impact of globalization and acculturation on students of diverse ethnic backgrounds. Acknowledgements Special thanks are due to Dr. William Maurice for his invaluable assistance in securing the Canadian sample of medical students for this research.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.358
Threshold uncertainty score0.871

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0000.000

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 head0.058
GPT teacher head0.361
Teacher spread0.303 · 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