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Enregistrement W4321448564 · doi:10.21428/f1f23564.ed75625f

Fostering Digital Communities of Care: Safety, Security, and Trust in the Canadian Humanities and Social Sciences Commons

2022· article· en· W4321448564 sur OpenAlexaboutno aff
Graham Jensen, Alyssa Arbuckle, Caroline Winter, Talya Jesperson, Tyler Fontenot, Ray Siemens

Notice bibliographique

RevueIDEAH · 2022
Typearticle
Langueen
DomaineArts and Humanities
ThématiqueDigital Humanities and Scholarship
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésDigital humanitiesCommonsSociologySocial securityMedical humanitiesPolitical scienceHumanityHumanitiesPublic relationsLibrary scienceInternet privacyComputer scienceMedicineMedical educationArtLaw

Résumé

récupéré en direct d'OpenAlex

Today, academia's relationship with notions of care remains fraught: individual scholars, scholarly communities, and the larger institutions that support them have all profited from the affordances of digital technologies and platforms while also having to contend with the concomitant social challenges of digital scholarship.George Veletsianos, for instance, declares that "academia's uncomfortable relationship with care is evident in many of its foundational processes" (Social Media 80).To be a scholar in the twenty-first century is -as in preceding centuries-to be a networked scholar. 1 But digital scholarship has introduced entirely new possibilities and problems, requiring academic communities to consider what fostering care looks like, in theory and practice, as the technologies mediating networks of researchers and research data continue to evolve.This paper invites further consideration of care in the networked world vis-à-vis the Canadian Humanities and Social Sciences (HSS) Commons, an in-development research platform by the Implementing New Knowledge Environments (INKE) Partnership. 2 Building on the work of Caroline Winter et al. ("Foundations"), we examine how open digital research commons can encourage responsible community-building and collaboration as two interrelated forms of care.In doing so, we draw on Bethany Nowviskie's interpretation of ethics or networks of care in accord with feminist thought-dating back to the eighteenth and nineteenth centuries-that values "deep connection to others," and also in stark contrast to "economic systems that valorized a private profit motive and circumscribed the participation of women and the servile under-classes." 3 "A competitive capitalist marketplace," writes Nowviskie, "depends upon but does not assign much value to things we create through networks of reciprocity, compassion, generosity, mending, and care."In a sense, then, "care" in the larger historical and philosophical context described by Nowviskie, and adapted provisionally in this paper, might be understood as a diverse set of practices that are both community-minded and intensely opposed to systems or forms of interaction, including economic ones, that threaten the common good of those communities or the individuals that comprise them.Defined in this way, the concept of care-as a form of "deep connection" that is simultaneously at odds with "private profit motive[s]"-is highly relevant to discussions of digital spaces such as social networks and not-for-profit digital research commons intended to bring people together.Such platforms can help researchers freely produce, publish, and share research within and beyond their existing academic networks using sharing features that are at once familiar to users of popular commercial "academic social networking sites" (ASNS), yet frequently missing from "relatively siloed" institutional repositories (Fitzpatrick, "Academia"). Even so, while open research-sharing platforms such as the Canadian HSS Commons and the HumanitiesCommons-an academic platform for research-sharing and networking-provide exciting new possibilities for individual scholars and scholarly communities alike, their implementation also raises important questions about how digital knowledge environments can safeguard users and their work as yet another form of care in the sense(s) outlined above.At their core, these questions focus on how best to realize the high ideals excited by such spaces (e.g., openness and equitable access to information), especially in building communities of care around areas of inquiry, thoughts, and ideas.However, consideration of such questions also involves shifting IDEAH • Vol. 3, Iss.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,010
score de la tête « metaresearch » (Gemma)0,020
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesCommunication savante
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: aucune
Score de désaccord entre enseignants0,977
Score d'incertitude au seuil0,934

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0100,020
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,000
Bibliométrie0,0040,004
Études des sciences et des technologies0,0620,076
Communication savante0,0230,010
Science ouverte0,0030,020
Intégrité de la recherche0,0060,006
Charge utile insuffisante (le modèle a refusé de juger)0,0060,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,100
Tête enseignante GPT0,257
Écart entre enseignants0,157 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Devis d'étudeSans objet
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations1
Publié2022
Routes d'admission1
Résumé présentoui

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