Fluid Homes: Navigating Gender, Sexuality, and Housing Insecurity Discourses on Social Media
Notice bibliographique
Résumé
Abstract As part of the Sexuality Summer Research Fellowship organized and facilitated by the California Institute for Integral Studies, this dataset focuses on 2SLGBTQI+ experiences and perceptions of housing insecurity and homelessness. Housing and rental affordability pressures, particularly for low-income earners, have become a pressing issue worldwide, especially as inflation has escalated over the past three years (Barrett, 2022). Much of this can be attributed to the build-up and fallout of the global financial crisis of 2008, where the culmination of stagnant growth in real wages and a sustained reduction in access to social security and welfare provisions has pushed many households into poverty and caused rising homelessness (Delclós & Vidal 2021; Broadbent, et al., 2023). The COVID-19 pandemic exacerbated much of these pre-existing pressures, as measures to curb the spread of the virus such as lockdowns, revealed the absence of safe and secure housing, especially for vulnerable groups such as the 2SLGBTQI+ community (Salerno, et al., 2020; Lederer et al., 2021). According to Cox et al. (2017), housing insecurity exists on a continuum of multidimensional housing-related issues, including stability, affordability, quality, safety, neighborhood safety, and neighborhood quality. Homelessness also exists on the continuum as the most extreme form of housing insecurity, which consists of the lack of a fixed, regular, and nighttime residence (Broton & Goldrick-Rab, 2018; Cox et al., 2017). Queer-and-trans youth are disproportionately overrepresented in such experiences as 28% of 2SLGBTQI+ youth reported experiencing homelessness or housing instability at some point in their lives in the United States while 24% of youth experiencing homelessness in the UK identify as 2SLGBTQI+ (Bhandal & Horwood, 2021; DeChants, et al. 2021). Family rejection when “coming out” or being “outed” is a leading factor in causing 2SLGBTQI+ homelessness, leading to many queer-and-trans folx to rely on informal support networks for temporary shelter such as couch surfing (Abramovich, 2012; Petry, et al. 2021). Those who do end up on the streets can be exposed to dangerous and harmful situations such as substance misuse and violence. Furthermore, living on the streets can have a longer-term impact on the emotional, physical, and psychological well-being of queer-and-trans folx, especially for youth (Abramovich, 2012). As shelter services predominantly operate on a cisheteronormative basis, it means that systemic and cultural barriers prevent queer-and-trans folx from accessing safe and supportive services that cater to their specific needs (Abramovich, 2017; Fraser, et al. 2019).
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 distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».