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Record W6925689866 · doi:10.18712/nsd-nsd1823-v2

Smoking Habits Survey, 2008

2023· dataset· en· W6925689866 on OpenAlexaboutno aff

Bibliographic record

VenueNSD – Norsk senter for forskningsdata · 2023
Typedataset
Languageen
FieldSocial Sciences
TopicMultidisciplinary Research Papers Compilation
Canadian institutionsnot available
Fundersnot available
KeywordsNorwegianQuarter (Canadian coin)Tobacco useWork (physics)Tobacco controlTobacco industryCigarette smokingHealth care

Abstract

fetched live from OpenAlex

During the 1960's the question of influencing people's smoking habits was treated several times in the Norwegian Parliament. Important documents for the justification of a more restrictive policy with respect to the marketing of tobacco products "Påvirkning av røykeadferd", The Norwegian Cancer Society 1967, where the proposal to build an administration that would take care of the work on smoking and health was raised. Report to the Storting nr. 62, 1968-1969, that proposed a ban on cigarette advertising, and Recommandation of the Social Commitee nr. 143, 1969-1970. The National Council on Tobacco and Health was created in 1971, and the same year came "Innstilling til lov om restriktive tiltak ved omsetning av tobakksvarer" (The Tobacco Act), enacted as law nr. 14 og March 9th 1973 and implemented from July 1st 1975. On behalf of the National Council on Tobacco and Health Statistics Norway has since 1973 conducted smoking habits surveys as an addition to the Labour Force Surveys every 4th quarter. In 1974 and in 1975 the Smoking habits survey was conducted each quarter of the year. The purpose was to obtain information on the status and changes in Norwegian smoking habits, mainly as research material for the National Council on Tobacco and Health. From 1992 to 2004, questions on smoking habits have largely been asked in connection with Statistics Norway's Omnibus Surveys. The Travel and Holiday Surveys is a continuation of the Omnibus Surveys. The main purpose of these surveys is to identify Norwegians' travel habits, and to ensure the collection of other official statistics. Questions about smoking habits are included in these surveys. This file contains questions about smoking habits asked in connection with the Travel and Holiday Survey, October 2008.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.059
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0020.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0270.026

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 head0.142
GPT teacher head0.429
Teacher spread0.287 · 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 source (direct Gemma or distilled Codex), not a consensus.

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

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
Published2023
Admission routes1
Has abstractyes

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