Pourquoi ce travail est dans la base
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Notice bibliographique
Résumé
Rare earths are the oddballs of the chemical world--17 elements, many with almost unpronounceable names, that occupy their own special space in the periodic table and possess unusual magnetic, catalytic, and luminescent properties. In recent years, the rare earths have gained another distinction: The industrialized world needs rapidly increasing quantities of them. That's because trace amounts of rare earths play vital roles in the production of high-technology products ranging from smartphones to specialized glasses to wind turbines and electric cars. Geopolitical stresses are increasing attention to, and worry about, rare earths. Since about 2002, China has dominated their production. According to consultant James Hedrick, 97 percent of the world's supply of rare earths--and about 93 percent of the rare earth elements used in the United States--are mined in China. The Chinese government has not been reluctant to emphasize its control over these vital elements; last July, it announced that it would cut its export quotas by more than 70 percent. Early this year, the government announced that it had placed all mining of rare earths in one of its provinces under its national planning authority. Even before those announcements, Western companies had started efforts to open new mines or reopen sources of supply that had closed. And, encouraged in part by the U.S. Department of Energy (DOE), efforts are under way to recycle rare earths and to develop means of using them more efficiently. The race to create non-Chinese sources is critical because demand for the elements is increasing while geologists have identified few new deposits. From electronics to energy technologies Small quantities of rare earths are in almost every one of our electronic devices, says Donald Ranta, CEO of Canadian company Rare Earth Resources, Ltd. iPhones, iPads, cell phones, computer hard drives, and television sets and screens all require rare earths to make them work. In addition, you cannot produce a hybrid or electric automobile without using rare earths. the majority of the little motors in autos that drive seats and windows up and down and provide power steering are made from neodymium But neodymium provides just one of the rare earth components of those magnets. They also include praseodymium in small amounts, Ranta continues. And some of these magnets also contain 3 to 10 percent of dysprosium, which allows the magnets to reach higher temperatures and still maintain their strength. Rare earth elements also provide valuable assists to energy technologies, including solar and wind power, electric vehicles, and low-energy lights. We have identified five different rare earths that are critical for clean energy and are at supply risk, says Diana Bauer, a policy analyst at DOE who is team leader of the department's critical materials strategy group. Neodymium, dysprosium, terbium, europium, and yttrium are valuable for end use in wind turbines, photovoltaics, and energy-efficient electric vehicles and fluorescent lighting. lanthanum and praseodymium are used in batteries. So critical are rare earths to the production of clean energy products that Mark Smith, CEO of Colorado-based mining firm Molycorp Minerals, calls them green elements. Although China dominates the supply, underground courses of rare earth ores exist around the world. Countries with potentially ruinable amounts include Australia, Austria, Canada, France, Russia, South Africa, and the United States. Since digging up and processing individual elements is extremely expensive, it's fortunate that the rare earths tend to exist in clusters. They tend to live together, but not in consistent relative proportions, Bauer explains. In other words, some rare earths are rarer than others. Exponential growth With potential applications for them continually expanding, the worldwide demand for rare earths of all types has grown exponentially. …
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.
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 | 0,001 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,001 |
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 découle