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Is blue the new green? Repackaging menthol cigarettes in response to a flavour ban in Ontario, Canada

2018· article· en· W2899191481 on OpenAlexaffabout
Tracey Borland, Sandra D’Souza, Shawn O’Connor, Michael Chaiton, Robert Schwartz

Bibliographic record

VenueTobacco Control · 2018
Typearticle
Languageen
FieldMedicine
TopicSmoking Behavior and Cessation
Canadian institutionsCentre for Addiction and Mental HealthOntario Tobacco Research UnitUniversity of Toronto
FundersNational Institute on Drug Abuse
KeywordsMentholTasteAdvertisingTobacco industryFood sciencePackaging and labelingBusinessMedicineChemistryMarketing

Abstract

fetched live from OpenAlex

BACKGROUND: As of 1 January 2017, the Canadian province of Ontario banned the distribution and sale of menthol tobacco products. There is limited knowledge about how tobacco companies will adapt their packaging in response to a menthol ban. METHODS: We conducted a content analysis of preban traditional menthol (no capsule) and menthol capsule cigarette packs and their postban replacements. Preban and postban packs were matched using tobacco company descriptions of replacement brands in business-to-business marketing materials, advertising on cigarette pack cellophane and a tobacco company website. RESULTS: A total of 63 menthol (n=30) and 'non-menthol alternative' (n=33) cigarette packs were included in the analysis. Approximately half of the preban packs were menthol capsule cigarettes and half traditional menthol cigarettes. While some postban brands continued to convey menthol-like qualities via the colour and/or brand descriptor 'green', 'blue' was the most common colour and brand descriptor postban. Packs shifted from using 'menthol' and/or 'fresh' as taste descriptor preban to using 'smooth' postban; some postban packs had 'non-menthol alternative' or 'without menthol/capsules' written on their cellophane. The presence of innovative filter technologies continued in the postban samples. CONCLUSION: Results suggest that tobacco companies attempted to maintain menthol smokers in Ontario by aggressive preban promotion of menthol capsule cigarettes, continued promotion of innovative filter technologies and by directing smokers to non-menthol alternatives whose packaging both in text and in colour connoted menthol-like qualities (eg, green) and reduced harshness or harm (eg, blue, white, silver, smooth taste).

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)0.000
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 score0.028
Threshold uncertainty score0.644

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.268
Teacher spread0.251 · 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 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

Citations36
Published2018
Admission routes2
Has abstractyes

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