MétaCan
Menu
Back to cohort
Record W3041108241 · doi:10.5281/zenodo.14942563

How Astronomers View Education and Public Outreach: An Exploratory Study

2015· article· en· W3041108241 on OpenAlexaff
Lisa Dang, Pedro Russo

Bibliographic record

VenueCommunicating astronomy with the public journal · 2015
Typearticle
Languageen
FieldPhysics and Astronomy
TopicSpace exploration and regulation
Canadian institutionsMcGill University
Fundersnot available
KeywordsOutreachEuropean unionPolitical scienceEuropean commissionOrder (exchange)George (robot)Exploratory researchPublic administrationEconomic growthPublic relationsSociologyLawSocial scienceBusinessEconomic policyEconomicsHistory

Abstract

fetched live from OpenAlex

Over the past few years there have been a number of studies exploring the development of an interest in science and­ scientists’ views on public outreach. Yet, to date, there has been no global study regarding astronomers’ views on these matters. Through the completion of our survey of 155 professional astronomers online and in person during the 28th­ International Astronomical Union General Assembly in 2012, we explore how these individuals developed an interest in astronomy, the part outreach played in this and their views on the time constraints and budget restrictions associated with public outreach activities. We find that astronomers develop an interest in astronomy between the ages of four and six, but that the decision to undertake a career in astronomy often comes during late adolescence. We also discuss the claim that education and public outreach is regarded as an optional task rather than a scientist’s duty. Our study reveals that many astronomers are of the opinion that a larger percentage of their research time should be invested in outreach activities, calling for a change in grant policies.

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 categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.782
Threshold uncertainty score0.999

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 communication0.0020.002
Open science0.0010.000
Research integrity0.0000.001
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 head0.062
GPT teacher head0.283
Teacher spread0.221 · 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 designQualitative
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

Citations5
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueCommunicating astronomy with the public journalSame topicSpace exploration and regulationFrench-language works237,207