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Resuscitating the Rare Earths

2011· article· en· W1589999019 sur OpenAlexaboutno aff
Peter Gwynne

Notice bibliographique

RevueResearch-Technology Management · 2011
Typearticle
Langueen
DomaineEngineering
ThématiqueExtraction and Separation Processes
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésRare earthGovernment (linguistics)ChinaBusinessProduction (economics)Natural resource economicsPolitical scienceLawEarth scienceEconomics
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

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.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni 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.

score de la tête « metaresearch » (Codex)0,006
score de la tête « metaresearch » (Gemma)0,036
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Empirique · Signal consensuel: aucune
Score de désaccord entre enseignants0,046
Score d'incertitude au seuil0,155

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0060,036
Méta-épidémiologie (sens strict)0,0010,000
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0010,001
Études des sciences et des technologies0,0050,006
Communication savante0,0080,011
Science ouverte0,0030,011
Intégrité de la recherche0,0150,024
Charge utile insuffisante (le modèle a refusé de juger)0,0460,026

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.

Tête enseignante Opus0,117
Tête enseignante GPT0,330
Écart entre enseignants0,213 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2011
Routes d'admission1
Résumé présentoui

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