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Record W2132634428 · doi:10.1136/tc.12.4.436

Tobacco control: comparative politics in the United States and Canada

2003· article· en· W2132634428 on OpenAlexaffabout
Cynthia Callard

Bibliographic record

VenueTobacco Control · 2003
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsPhysicians for a Smoke-Free Canada
Fundersnot available
KeywordsTobacco controlPoliticsNoveltyMultidisciplinary approachControl (management)Political scienceField (mathematics)Public healthPublic administrationSociologyLawMedicinePsychologyEconomicsManagementSocial psychology

Abstract

fetched live from OpenAlex

By D T Studlar, Broadview Press, 2002, US$19.95, CDN$29.95, £14.99, ISBN: 1-55111-456-9. Although tobacco control is a multidisciplinary field, it is one that is practised by considerably fewer political scientists than health practitioners, lawyers or economists. For that reason alone, Donley Studlar’s examination of the development of tobacco control measures in the USA and Canada is a noteworthy contribution. There are many reasons other than novelty to read and reflect upon this political scientist’s analysis of how similar-but-different nations with similar-but-different constraints adopted similar-but-different public measures and achieved similar-but-different results. In analysing the flow of policies north and south across the border, this study provides useful explanations for why some ideas are more readily received than others. Professor Studlar thoughtfully presents major differences in US and Canadian political systems, cultures and institutions that …

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.662
Threshold uncertainty score0.610

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.027
GPT teacher head0.276
Teacher spread0.249 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations14
Published2003
Admission routes2
Has abstractyes

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