Notice bibliographique
Résumé
Prior to the discovery of gold and diamonds in the Boer Republics of the Transvaal and Orange Free State in the late nineteenth century, the territories of the future South Africa were widely regarded as offering only marginal economic prospects for white settlement. The Boers (forebears of today's Afrikaners) were widely considered to be backward and primitive, and although the British colonies of the Cape and Natal offered some opportunity for agricultural and mercantile development, the militant resistance of much larger black populations to white territorial encroachment, involving costly and brutal wars, severely limited their appeal. Perceptions were only to change once it became known that South Africa possessed vast mineral resources, which resulted in a significant influx of settlers from Britain and elsewhere. Even so, South Africa's attractions were never able to compete on equal terms with the other more established British territories of settlement such as Australia, Canada and New Zealand. In no other British settler territory was settlement so fraught. In order to secure free access to the newly discovered mineral resources for its nationals, Britain had launched an enormously expensive and brutal war against the two Boer republics in order to establish imperial hegemony. Confronted by a wily enemy which used unconventional tactics over a vast land, the British forces were to suffer numerous setbacks and humiliations before their superior numbers and resources resulted in the eventual defeat of the Boers. However, Britain's victory in the Anglo-Boer war of 1899–1902 was a hollow one, and left widespread devastation, Boer impoverishment, resultant resentment and massive social dislocation in its wake. Correspondingly, the formation of the Union of South Africa in 1910 out of four former predecessor territories (the British colonies of the Cape and Natal alongside the Transvaal and Orange Free State) represented a major climb-down whereby the British state under a newly installed Liberal government resolved to concede political control to those who had been defeated on the battlefield in exchange for guarantees about the security of British mining, financial and other interests. Union was hailed as an act of far-sighted magnanimity by the British. The imbalance between the ‘Dutch’ and ‘English-speaking’ white populations was such that the former had the potential to dominate politically, were they to unite (the subordination of the indigenous population being assumed).
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 | 0,006 | 0,007 |
| 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 | 0,017 | 0,026 |
| Communication savante | 0,013 | 0,006 |
| Science ouverte | 0,001 | 0,007 |
| Intégrité de la recherche | 0,005 | 0,008 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,014 | 0,002 |
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 ».