Notice bibliographique
Résumé
V ilas Mujumdar is a math wizard.As a child growing up in Indore, India, he excelled in his math classes, completed high school at 14, and broke records with his math scores in college."It was what I wanted to do with my life, teach math," he says.It wasn't a common path in those days and no one of his family had a math background, but in the early 1960s, engineering was a very lucrative profession."All my friends were doing civil engineering, so I did it too," he says.Mujumdar completed his master's degree at the Indian Institute of Technology, Roorkee, at the age of 21.He imagined that he would spend his career building massive bridges, dams, and canals in his fast-growing home country, and his first job was with a design-build company in New Delhi, where he spent three years designing and building long-span bridges in prestresssed concrete.Soon, though, he was eager to see more of the world.He landed a job in the United Kingdom with Donovan Lee, inventor of the Stressteel system.He sat for the 16-hour exam to join the Institution of Structural Engineers and was excited to learn that he had passed."It was very prestigious," he says, but in the end he wasn't allowed to join because he was only 24, one year shy of the minimum age.Fed up with the bureaucracy in the United Kingdom, Mujumdar left London for Canada and landed a job in Montreal with a precast concrete manufacturer responsible for constructing Habitat 67, the first total-precast concrete housing complex designed by Moshe Safdie.The project won many awards and became a historical landmark."We worked 24-7 on that project.It was very demanding," he says.Shortly after the project was finished in 1967, the economy in Montreal sank, so Mujumdar made his way to the United States, where he worked for Modular Constructors Inc. as the general manager and submitted a proposal for the Operation Breakthrough competition hosted by the Department of Housing and Urban Development to encourage innovation in creating mass-produced housing."We didn't win," he says, but the firm went on to produce precast concrete single and double tees and other precast concrete elements for the construction industry.Happy with his location, Mujumdar stayed in the United States for the rest of his career.Over the decades he designed numerous structures in precast concrete, nationally and internationally, and held roles as CEO, president, and partner in many
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 | 0,000 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,001 | 0,000 |
| Études des sciences et des technologies | 0,004 | 0,000 |
| Communication savante | 0,004 | 0,002 |
| Science ouverte | 0,001 | 0,003 |
| Intégrité de la recherche | 0,002 | 0,003 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,553 | 0,344 |
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; l’étiquette directe de Gemma et le classifieur distillé Codex s’accordent sur ce qui est montré ici.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».