Notice bibliographique
Résumé
In the summer and fall of 1918, Canadians endured the brutal final months of the First World War.On the home front, civilians rationed food, contributed resources to the war effort, and worried about their loved ones overseas.In western Europe, Canadian troops resisted German offensive operations and fought to hold the Allies' position until support arrived from North America. 1 Catastrophic losses in western Europe stretched the Allied military forces to their limits, prompting soldiers in North America to hastily embark across the Atlantic Ocean as reinforcements.Amidst the chaos of the war's final months, an invisible pestilence spread around the world, weakening armies on the frontlines, and afflicting those at home.The 1918 influenza pandemic struck the world at the conclusion of an unprecedented war defined by tragedy, loss, and social upheaval.Influenza travelled along transportation routes to reach communities already reeling from the First World War.Canada was no exception, and after a minor initial wave in Canada during the spring of 1918, influenza resurged with a vengeance in September of the same year.During the early twentieth century, Canada experienced an immigration boom that transformed the young nation's demographic and shaped its growing cities.At the beginning of the century, Canada's population was predominantly British and Irish; however, an increasing number of immigrants began to arrive from central and eastern Europe. 2 Many of these individuals settled in working-class neighbourhoods in major Canadian urban areas such as Toronto, Montreal and Winnipeg.Growing industries attracted immigrants and rural Canadians to cities, despite there being inadequate infrastructure to accommodate these new residents.3 The results were overcrowded living conditions, dirt, grime, and substandard housing.4 Reform movements attempted to improve urban living conditions, however, charities and public health officials often failed to address systemic social problems underlying poverty.Influenced by Victorian attitudes towards self-help and morality, poverty was often perceived as a personal failure.5 Many immigrants and working-class people struggled to fit the norms established by the 'respectable' middle and upper classes without community support and the financial security of steady paid work.Socio-economically marginalized Canadians were disproportionately affected by the 1918 influenza pandemic, as it revealed existing social inequalities that increased the risk of these individuals contracting illness while also limiting access to healthcare, and destroying fragile support systems with the loss of essential community and family members.When the pandemic reached Canada in 1918, doctors did not know what caused it, nor did they have a cure.It was not discovered until 1933 that the 1918 influenza pandemic was caused by a variant of the H1N1 A virus. 6 At the time, confusion about the cause of the disease led the medical community to believe that a bacteria identified by Richard Pfeiffer, termed "Pfeiffer's bacillus" was responsible.7
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,008 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,003 | 0,011 |
| Communication savante | 0,004 | 0,004 |
| Science ouverte | 0,001 | 0,003 |
| Intégrité de la recherche | 0,004 | 0,004 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,027 | 0,004 |
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 source (Gemma direct ou Codex distillé), 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 ».