MétaCan
Menu
Back to cohort
Record W2783143585 · doi:10.7202/1042806ar

Rapports sociaux de sexe dans la recherche biomédicale : une lecture de la production de savoirs dans les publications féministes anglophones

2018· article· fr· W2783143585 on OpenAlexvenueno aff
Artemisa Flores Espínola

Bibliographic record

VenueSociologie et sociétés · 2018
Typearticle
Languagefr
FieldSocial Sciences
TopicFeminist Epistemology and Gender Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

L’analyse féministe a porté une attention particulière aux sciences explorant la sexualité ou le comportement des sexes comme les sciences biomédicales. Cet article étudie les publications féministes anglophones sur la recherche biomédicale, en se plaçant dans la perspective des deux objectifs qui fondent le projet épistémologique féministe : d’une part, établir les apports de la critique féministe à la mise en évidence du sexisme et de l’androcentrisme dans la pratique scientifique ; d’autre part, proposer et soutenir des pratiques scientifiques féministes qui engagent à la libération des femmes, dans une perspective d’égalité sociale et politique, et ce, en expliquant comment de telles propositions moralement et politiquement engagées sont à même de permettre la production d’un nouveau mode de connaissance (Anderson, 1995). Après avoir retracé les origines et la nature des critiques féministes « réformistes », ce texte s’intéresse aux critiques « révolutionnaires » en mobilisant les épistémologies sociales, notamment celle de Longino. Comment les « épistémologies féministes » participent-elles d’une transformation des pratiques scientifiques (pour les sciences sociales comme pour les sciences biomédicales) et partant, d’une nouvelle forme de connaissance ?

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)0.048
metaresearch head score (Gemma)0.042
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.986
Threshold uncertainty score0.255

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0480.042
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.005
Science and technology studies0.0140.038
Scholarly communication0.0210.013
Open science0.0010.010
Research integrity0.0060.009
Insufficient payload (model declined to judge)0.0070.002

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 head0.585
GPT teacher head0.552
Teacher spread0.033 · 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 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

Citations0
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueSociologie et sociétésSame topicFeminist Epistemology and Gender StudiesFrench-language works237,207