Accelerating Environmental Research to Achieve Sustainable Development Goals
Notice bibliographique
Résumé
ADVERTISEMENT RETURN TO ISSUEEditorialNEXTAccelerating Environmental Research to Achieve Sustainable Development GoalsJames R. Mihelcic*James R. MihelcicDepartment of Civil & Environmental Engineering, University of South Florida, 4202 E Fowler Ave, ENG 030, Tampa, Florida 33620, United States*[email protected]More by James R. Mihelcichttps://orcid.org/0000-0002-1736-9264, Ricardo O. BarraRicardo O. BarraFaculty of Environmental Sciences and EULA Chile Centre, University of Concepcion, Barrio Universitario s/n, Concepción 4070386, ChileMore by Ricardo O. Barra, Bryan W. BrooksBryan W. BrooksDepartment of Environmental Science, Baylor University, One Bear Place #97266, Waco, Texas 76798-7266, United StatesMore by Bryan W. Brooks, Miriam L. DiamondMiriam L. DiamondDepartment of Earth Sciences and School of the Environment, University of Toronto, Toronto M5S 1A1, ON, CanadaMore by Miriam L. Diamond, Matthew J. EckelmanMatthew J. EckelmanCollege of Engineering, Northeastern University, Boston, Massachusetts 02115, United StatesMore by Matthew J. Eckelman, Jacqueline MacDonald GibsonJacqueline MacDonald GibsonDepartment of Civil, Construction, and Environmental Engineering, North Carolina State University, Fitts-Woolard Hall, Room 3253, 915 Partners Way, Raleigh, North Carolina 27695-7908, United StatesMore by Jacqueline MacDonald Gibson, Sunny GuidottiSunny GuidottiUNICEF Latin America and Caribbean Regional Office, Building 102, Alberto Tejada Street, City of Knowledge 0843, Republic of PanamaMore by Sunny Guidotti, Atsuko Ikeda-ArakiAtsuko Ikeda-ArakiFaculty of Health Sciences, Hokkaido University, Kita 12, Nishi 5, Kitaku, Sapporo 060-0812, JapanMore by Atsuko Ikeda-Araki, Manish KumarManish KumarSustainability Cluster, School of Engineering, University of Petroleum & Energy Studies, Dehradun, Uttarakhand 248007, IndiaEscuela de Ingenieria y Ciencias, Tecnologico de Monterrey, Campus Monterey, Monterrey 64849, Nuevo León, MexicoMore by Manish Kumar, Ynoussa MaigaYnoussa MaigaLaboratory of Microbiology and Microbial Biotechnology, UFR SVT, University Joseph KI-ZERBO, 03 BP 7021 Ouagadougou, Burkina FasoMore by Ynoussa Maiga, Jennifer McConvilleJennifer McConvilleDepartment of Energy and Technology, Swedish University of Agricultural Sciences, Box 7032, Uppsala SE-750 07, SwedenMore by Jennifer McConville, Shelly L. MillerShelly L. MillerDepartment of Mechanical Engineering, University of Colorado Boulder, 427 UCB, Boulder, Colorado 80309-0427, United StatesMore by Shelly L. Miller, Valeria PizarroValeria PizarroPerry Institute for Marine Science Windsor School (Albany Campus), Frank Watson Boulevard, Adelaide, The BahamasMore by Valeria Pizarro, Fernando Rosario-OrtizFernando Rosario-OrtizDepartment of Civil, Environmental and Architectural Engineering, Environmental Engineering Program, University of Colorado, Boulder, Colorado 80309, United StatesMore by Fernando Rosario-Ortiz, Shuxiao WangShuxiao WangState Key Joint Laboratory of Environment, Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, ChinaState Environmental Protection Key Laboratory of Sources and Control of Air Pollution Complex, Beijing 100084, ChinaMore by Shuxiao Wang, and Julie B. ZimmermanJulie B. ZimmermanSchool of Forestry and Environmental Studies, Department of Chemical and Environmental Engineering, Yale University, New Haven, Connecticut 06511, United StatesMore by Julie B. ZimmermanCite this: Environ. Sci. Technol. 2023, 57, 45, 17167–17168Publication Date (Web):November 14, 2023Publication History Received25 October 2023Published online14 November 2023Published inissue 14 November 2023https://pubs.acs.org/doi/10.1021/acs.est.3c08894https://doi.org/10.1021/acs.est.3c08894editorialACS PublicationsCopyright © Published 2023 by American Chemical Society. This publication is available under these Terms of Use. Request reuse permissions This publication is free to access through this site. Learn MoreArticle Views2198Altmetric-Citations-LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. 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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 | 0,010 | 0,015 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,003 | 0,002 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,009 | 0,007 |
| Science ouverte | 0,001 | 0,008 |
| Intégrité de la recherche | 0,006 | 0,005 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,205 | 0,161 |
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 ».