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Record W7071830182

Undantag från kravet på etikprövning av humanistisk och samhällsvetenskaplig forskning. En internationell utblick

2023· article· en· W7071830182 on OpenAlexaboutno aff

Bibliographic record

VenueLund University Publications (Lund University) · 2023
Typearticle
Languageen
FieldPsychology
TopicEducation, Healthcare and Sociology Research
Canadian institutionsnot available
Fundersnot available
KeywordsCriticismSample (material)Ethical issuesPoint (geometry)Quality (philosophy)Social impactWork (physics)
DOInot available

Abstract

fetched live from OpenAlex

The Swedish ethical review system has recently come under heavy criticism - criticism that has largely centered on the system’s negative impact on research in the humanities and social sciences. Among other things, it has been claimed that the requirement for ethical review is unnecessarily comprehensive. One way of exploring the reasonableness of the Swedish system is to compare it with the rules and considerations found in other jurisdictions regarding the type of research project that needs to undergo ethical review. This study compares the Swedish system with a sample of systems found in Europe, the USA, Canada, and Australia. A number of exemptions from the requirements of ethical review are identified and discussed. These exemptions that can serve as a starting point for further analyses and changes to the Swedish system.

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 categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.898
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.003

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 head0.077
GPT teacher head0.370
Teacher spread0.292 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

Citations1
Published2023
Admission routes1
Has abstractyes

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