Notice bibliographique
Résumé
lrimoto The Eternal Cyc{e 11.Future of the Koryaks 11.1 Prospect of Reindeer HerdingThe day after I saw YUri's Kilway, I went for a walk with Bazarov.As it was early May, the air outside was crisp and refreshing, but the roads were muddy from snowmelt.As a matter of fact, conditions hadn't changed from my last visit in autumn two years ago -apparently, it is like this all year around.It is caused by the tundra thaw, which seeps out into the riverside lowland where the village is located.Seeing how quiet the village was, where not one villager could be seen walking outside, Bazarov said, ˋ"Look, not a single person's here.This village is dead."People had no place to work in this village andjust stayed home and drank.Going over to the riverside, I saw the ice was cracked in the middle of the river, and the water surface could be seen.Ducks migrating from the south were flying over the river.Crying Seagulls fiew over the frozen river, and stopped at the edge of the ice where the water-surface was showing, standing all in a line.Across the creek that branched from this river, in front of the hut where Maria lived two years ago, a man was cooking something in a pot hanging over the fire.Apparently, Maria is currently living on the tundra about four kilometres away from this village.The man must have been preparing for the coming fishing season.I could just barely hear his voice carried on the wind, singing merrily as he cut wood.We walked downstream along the main river.The water was still frozen 10 meters from the riverside.The thick ice, which had coveted the surface, had been .washedashore onto the riverbank, and was crushed into small icy pillars like frost.I remember how icy pillars like these, floating over a lake in Northern Canada, made soft rustling sounds all day long as they clashed against each other being pushed by the spring breeze -a spring scene ofthe North.There was a small box where a pump was kept, to pump up water from the river.The pump stretched out toward the power station in the village.The station is not only a coal-fired power station, but also distributes hot water for heating through pipes to houses.At the riverside heliport where we arrived, there was a small pyramid-shaped sign.On top of a stone near that sign where the snow had melted, there was a pile of garbage.Looking at the used lipsticks and bottles of nail polish scattered on the ground, Bazarov said laughing, "Women want to look prettier."There were also empty boxes of chewing gum made in North Korea.On the bank a little further away, heaps of iron scrap were left rusting.Parts of a transmission and large-sized diesel engines used in factories were lying about on the grass.Bazarov pointed at the heap of scrap iron and said seriously, "You could make tens of thousands of dollars if you gathered this and exported it to Japan."Then it smelled like cows.Over 50' cows were being bred right outside the village -they were milked fbr school children.Waste water from the cow barn
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 | 0,001 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,006 | 0,002 |
| Communication savante | 0,007 | 0,004 |
| Science ouverte | 0,001 | 0,006 |
| Intégrité de la recherche | 0,003 | 0,006 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,078 | 0,018 |
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 ».