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Record W7017282765

Au-delà des critiques adressées aux comités d'éthique de la recherche: un choix de gouvernance

2016· other· en· W7017282765 on OpenAlexaboutno aff

Bibliographic record

VenueDigitalGeorgetown (Georgetown University Library) · 2016
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsMeaning (existential)Divergence (linguistics)Corporate governanceResearch ethicsAction (physics)Ethical code
DOInot available

Abstract

fetched live from OpenAlex

In 1998 in Canada and Quebec, two policies regarding research ethics transformed the evaluation approach of clinical research following the Code of Nuremberg and subsequent Declarations of the World Medical Association. Even after almost ten years of implementation, these policies still arouse debate in the research milieu. If for many, these debates essentially reflect the inherent difficulties in any implementation process, in which resistance to change and the modification of policies and action plans, we believe that there is a more fundamental stake, rarely mentioned or debated, that of the choice of governance. In this article we start by proposing a classification of the different modes of governance: professional deontology, and ethical and administrative rights. Secondly, we show how the debates and criticisms addressed to the Research Ethics Committee of Quebec and Canada attains their full meaning in light of this basic stake: the divergence of the mode of governance to favour ethics in research.

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)0.142
metaresearch head score (Gemma)0.146
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity
Consensus categoriesnone
DomainCandidate signal: Evaluation · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.984
Threshold uncertainty score0.797

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1420.146
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.006
Science and technology studies0.0210.115
Scholarly communication0.0440.018
Open science0.0050.009
Research integrity0.0160.020
Insufficient payload (model declined to judge)0.0050.002

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 head0.047
GPT teacher head0.285
Teacher spread0.239 · 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.

Study designTheoretical or conceptual
DomainEvaluation
GenreCommentary

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
Published2016
Admission routes1
Has abstractyes

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