cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Stelis (Pseudostelis) minuta Lepeletier & Audinet-Serville 1825
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Stelis
Stelis minuta

description: Stelis (Pseudostelis) minuta Lepeletier & Audinet-Serville, 1825
Distribution: WEST PALAEARCTIC: Central Europe (Ascher & Pickering 2021)
Literature. Kasparek (2015) distribution includes Lebanon.
Reported by Grace (2010) from Lebanon, Hezine. This locality name is probably a misspelling of Jezzine (S. Lebanon).
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 73, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Trade policies and the transmission of international to domestic prices
Creators: name: Hoffmann, Clemens
name: Kastens, Lina
name: VPortugal-Perez, Alberto
name: Von Cramon-Taubadel, Stephan
Publisher: name: Unknown
Year: 2024
Subjects: Demand and Price Analysis
International Relations/Trade

description: We look for evidence that countries increasingly insulate their domestic markets for staple grains from global markets when international prices increase. Previous studies have demonstrated that the transmission of international to domestic prices for these products is less than perfect, which reduces the ability of the global trading system to buffer shocks. However, past studies generally assume that relationships between international and domestic prices are constant, and hence that a country’s degree of insulation does not vary over time. To relax this assumption, we use a smooth-transition model, a modified version of the error correction model (ECM). We estimate elasticities of transmission from international to domestic wholesale and retail prices for a comprehensive set of countries for wheat, yellow and white maize, and rice. We find that price transmission from international to domestic prices weakens in many countries and on average when international prices peak, in other words that the insulation of domestic from international prices increases during high-price episodes (such as in 2007/08 and 2022). We also find that this increased insulation cannot be attributed exclusively to changes in border measures such as export restrictions or import tariffs. This suggests that countries are also using measures such as price controls or the release of stocks to insulate their domestic markets for staple grains.
Additional file 4 of Preferences Elicited and Respected for Seriously Ill Veterans through Enhanced Decision-Making (PERSIVED): a protocol for an implementation study in the Veterans Health Administration
Creators: name: Ersek, Mary
name: Sales, Anne
name: Keddem, Shimrit
name: Ayele, Roman
name: Haverhals, Leah M.
name: Magid, Kate H.
name: Kononowech, Jennifer
name: Murray, Andrew
name: Carpenter, Joan G.
name: Foglia, Mary Beth
name: Potter, Lucinda
name: McKenzie, Jennifer
name: Davis, Darlene
name: Levy, Cari
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 4. Example of Feedback Report. Description: An example of the feedback reports that are generated each month for participating sites.
Stelis (Stelidomorpha) nasuta Latreille 1809
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Stelis
Stelis nasuta

description: Stelis (Stelidomorpha) nasuta Latreille, 1809
Distribution: WEST PALAEARCTIC: (Kasparek 2015, Ascher & Pickering 2021).
Literature. Mavromoustakis (1963): N. Lebanon: Near Becharre [Bcharre], 5.VII.1960, 1♀, 1♂; Kadisha river, 26.VI.1960, 1♀, 1♂; South Lebanon, Djezzine [Jezzine], 2.VI.1960, 2♀, all leg. & det. Mavromoustakis G.A.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 73, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Essai de deux chants de noces en gascon
Creators: name: Musée National Des Arts Et Traditions Populaires (Paris)
name: Centre D'ethnologie Française
Publisher: name: École des Hautes Études en Sciences Sociales; Institut  interdisciplinaire d'anthropologie du contemporain (Paris); Laboratoire d'anthropologie et d'histoire de l'institution de la culture (Paris)
Year: 2022

Abstract
Amtliche Mitteilungen der Technischen Universität Dortmund Nr.23/2020
Creators: name: (:Unkn) Unknown
Publisher: name: Technische Universität Dortmund
Year: 2020
Subjects: subject: 080

description: Prüfungsordnung für die Bachelorstudiengänge Mathematik und Technomathematik an der Technischen Universität Dortmund vom 02. Oktober 2020
description: Prüfungsordnung für die Masterstudiengänge Mathematik und Technomathematik an der Technischen Universität Dortmund vom 02. Oktober 2020
description: Prüfungsordnung für den Bachelorstudiengang Wirtschaftsmathematik an der Technischen Universität Dortmund vom 02. Oktober 2020
description: Prüfungsordnung für den Masterstudiengang Wirtschaftsmathematik an der Technischen Universität Dortmund vom 02. Oktober 2020
description: Amtliche Mitteilungen der Technischen Universität Dortmund;2020, 23
Stelis (Heterostelis) ruficornis Morawitz 1872
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Stelis
Stelis ruficornis

description: Stelis (Heterostelis) ruficornis Morawitz, 1872
Distribution: EAST MEDITERRANEAN: Greece, Turkey, Lebanon, Israel (Kasparek 2015, Ascher & Pickering 2021)
Literature. Reported from Lebanon by Kasparek (2015)
Under the synonym Stelis ruficornis lebanensis Mavromoustakis, 1962
South Lebanon, Djezzine [Jezzine], 2.VI.1953, 3♀, leg. & det. Mavromoustakis G.A.
Material examined. N. Libanon: Donnieh nr. Qemmemine (34°24’N 36°09’E) at 1600 m asl, 24.V.2012, 1♂, leg. & det. Kasparek M.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 73, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Extending model-based optimization with resource-aware parallelization and for dynamic optimization problems
Creators: name: Richter, Jakob
Publisher: name: Technische Universität Dortmund
Year: 2020
Subjects: subject: model-based optimization
subject: black-box optimization
subject: dynamic optimization
subject: parallelization
subject: 310
subject: Stochastische dynamische Optimierung
subject: Blackbox
subject: Algorithmus

description: This thesis contains two works on the topic of sequential model-based optimization (MBO). In the first part an extension of MBO towards resource-aware parallelization is presented and in the second part MBO is adapted to optimize dynamic optimization problems. Before the newly developed methods are introduced the reader is given a detailed introduction into various aspects of MBO and related work. This covers thoughts on the choice of the initial design, the surrogate model, the acquisition functions, and the final optimization result. As most methods in this thesis rely on the Gaussian process regression it is covered in detail as well. The chapter on “Parallel MBO” dives into the topic of making use of multiple workers that can evaluate the black-box and especially focuses on the problem of heterogeneous runtimes. Strategies that tackle this problem can be divided into synchronous and asynchronous methods. Instead of proposing one configuration in an iterative fashion, as done by ordinary MBO, synchronous methods usually propose as many configurations as there are workers available. Previously proposed synchronous methods neglect the problem of heterogeneous runtimes which causes idling, when evaluations end at different times. This work presents current methods for parallel MBO that cover synchronous and asynchronous methods and presents the newly proposed Resource-Aware Model-based Optimization (RAMBO) Framework. This work shows that synchronous and asynchronous methods each have their advantages and disadvantages and that RAMBO can outperform common synchronous MBO methods if the runtime is predictable but still obtains comparable results in the worst case. The chapter on “MBO with Concept Drift” (MBO-CD) explains the adaptions that have been developed to allow optimization of black-box functions that change systematically over time. Two approaches are explained on how MBO can be taught to handle black-box functions where the relation between input and output changes over time, i.e. where a concept drift occurs. The window approach trains the surrogate only on the most recent observations. The time-as-covariate approach includes the time as an additional input variable in the surrogate, giving it the ability to learn the effect of the time. For the latter, a special acquisition function, the temporal expected improvement, is proposed.
Additional file 1 of Effectiveness of interventions to improve medication adherence in adults with depressive disorders: a meta-analysis
Creators: name: González de León, Beatriz
name: del Pino-Sedeño, Tasmania
name: Serrano-Pérez, Pedro
name: Rodríguez Álvarez, Cristobalina
name: Bejarano-Quisoboni, Daniel
name: Trujillo-Martín, María M.
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 1: Supplementary Table 1. Search strategy.
Chant de cortège nuptial "La mariée a neuf perles sur sa tête" repris en gascon une seconde fois
Creators: name: Musée National Des Arts Et Traditions Populaires (Paris)
name: Centre D'ethnologie Française
Publisher: name: École des Hautes Études en Sciences Sociales; Institut  interdisciplinaire d'anthropologie du contemporain (Paris); Laboratoire d'anthropologie et d'histoire de l'institution de la culture (Paris)
Year: 2022

Abstract
Stelis (Protostelis) signata Latreille 1809
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Stelis
Stelis signata

description: Stelis (Protostelis) signata Latreille, 1809
Distribution: WEST PALAEARCTIC (Kasparek 2015, Ascher & Pickering 2021).
Literature. Under the synonym Stelis signata ssp. eremica Alfken, 1938. Reported from Lebanon by Kasparek (2015).
Genus Trachusa Panzer, 1804
One species.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 73, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Au milieu de la table, il y a un beau rosier
Creators: name: Musée National Des Arts Et Traditions Populaires (Paris)
name: Centre D'ethnologie Française
Publisher: name: École des Hautes Études en Sciences Sociales; Institut  interdisciplinaire d'anthropologie du contemporain (Paris); Laboratoire d'anthropologie et d'histoire de l'institution de la culture (Paris)
Year: 2022

Abstract
Trachusa (Archianthidium) verhoeffi
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Trachusa
Trachusa verhoeffi

description: Trachusa (Archianthidium) verhoeffi (Morawitz, 1872)
Anthidium pubescens verhoeffi Mavromoustakis, 1954 (elevated to species rank by Kasparek 2018).
Distribution: EAST MEDITERRANEAN: Jordan, Palestine, Israel, Lebanon, Syria, South Turkey (Kasparek 2018).
Literature. Mavromoustakis (1954): Mount Lebanon: Baabdate, 24.V.1953, 1♂; S. Lebanon, Djezine [Jezzin], 3.VI.1953, 2♂; all det. & leg. Mavromoustakis G.A.
Reported from Lebanon by Kasparek (2018): N. Lebanon, Donnieh: Sfiri, 808 m, 27.V.2012, det. & leg. Kasparek M.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 73, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
DAVLAT BOSHQARUV FAOLIYATINI RAQAMLASHTIRISHNING ZAMONAVIY TENDENSIYALARI
Creators: name: Odilov, Jamshid
Publisher: name: Zenodo
Year: 2024

description: Mazkur maqolada davlat boshqaruv faoliyatini raqamlashtirishning ahamiyati ochib berilgan. Shuningdek, boshqaruv tizimini transformatsiya qilishda kuzatilayotgan zamonaviy tendensiyalardan biri bo’lgan sun’iy intellekt masalasiga to’xtalib o’tilgan. Ushbu maqola davomida sun’iy intellektning huquqiy maqomi haqida ham muloxazalar yuritilgan. Bundan tashqari davlat organlari va tashkilotlari faoliyatini takomillashtirishga qaratilgan bir qator takliflar berib o’tilgan.
Megachilini Latreille 1802
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae

description: MEGACHILINI
Genus Coelioxys Latreille, 1809
One species.
Coelioxys (Mesocoelioxys) argenteus Lepeletier, 1841 *
Distribution: WEST PALAEARCTIC: Southern Europe, Centred around the Mediterranean except Egypt and Libya (Ascher & Pickering 2021).
Material examined. Mount Lebanon: Arz Al Barouk, 18.VI.1975, 1♂, det. Schwarz M., coll. AUB.
Notes: Friese (1895) reports the species from Syria, which could be located in current Lebanese territory.
Genus Megachile Latreille, 1802
23 species.
All Examined Material determined by Praz C.
Floral preferences of the subgenera listed below seem to be focused on Fabaceae, Lamiaceae and Asteraceae (Praz 2017), a trend that we observe as well with the flower records listed below.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on pages 73-74, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Якість Наукових Публікацій
Creators: name: Vasyliev, Oleksii
Publisher: name: Zenodo
Year: 2018
Subjects: Scientific Publication
Author Rights
SCOPUS
Sciencemetrics

description: •Якісні характеристики наукових і науково-методичних публікацій

       •Види наукових публікацій

       •Цілі створення наукових публікацій

       •Структурні елементи наукових публікацій, їх взаємозв’язок і якісні характеристики

       •Основні норми авторського права (авторам наукових публікацій)

       • Проблеми плагіату та наукового плагіату у  публікаціях

	        Питання ідентифікації авторства

•Шляхи досягнення професійного рівня  наукових та науково-методичних публікацій

       •Вибір джерел (баз даних) наукової інформації

       •Оцінка перспективності теми публікації (наукометричні показники хронологічного та кластерного характеру)

        •Забезпечення рівня наукових знань  та новизни (актуальності, оригінальності) публікацій

       •Використання механізмів цитування

       •Вибір періодичних журналів та конференцій для публікації

        •Оцінка результатів наукової публікації (наукометричні метрики цитування)
CULTURAL HERITAGE OF THE PERANAKAN BATIK KIDANG MAS HOUSE OF LASEM, CENTRAL JAVA, INDONESIA
Creators: name: Tessa Eka Darmayanti, Azizi Bahauddin
Publisher: name: TuEngr Group
Year: 2020
Subjects: Peranakan houses
Tangible cultural heritage (TCH)
Intangible cultural heritage (TCH)
Cultural heritage identity
Narrative research
Lasem Chinese house
Phenomenology
Javanese house.

description: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 11, 13, 11A13F: 1-14
Megachile (Creightonella) albisecta Klug 1817
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Megachile
Megachile albisecta

description: Megachile (Creightonella) albisecta Klug, 1817 *
Distribution: WEST PALAEARCTIC (Ascher & Pickering 2021)
Material examined. Mount Lebanon: Falougha, 17. VII.1975, 1♀., coll. AUB.
N. Lebanon: Hadath El Jebbe, Wadi Ain El Raha, 1633 m, 29.VI.2017, 1♂, leg. Boustani M.; Tannourine El Tahta, Wadi Ain El Raha, 1008 m, 19. VIII.2017, 1♂, leg. Boustani M., all coll. MBOU.
Flower records. Asteraceae: Carlina curetum ssp. orientalis; Fabaceae: Astragalus gummifer.
Notes: Friese (1898) reports the species from Syria, could be located in current Lebanese territory.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 74, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Megachile (Chalicodoma) albonotata Radoszkowski 1886
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Megachile
Megachile albonotata

description: Megachile (Chalicodoma) albonotata Radoszkowski, 1886 *
Distribution: PALAEARCTIC: North Mediterranean, Turkmenistan, Iran (Ascher & Pickering 2021).
Material examined. N. Lebanon: Hadath El Jebbe, Cedar Forest, 1639 m, 24.V.2017, 1♂, leg. Boustani M., coll. MBOU; Qanat, Qornet Dammouaa, 1231 m, 31.V.2017, 1♀, leg. Rasmont P., coll. PRAS; Fehta, El Biara, 1662 m, 28.VI.2017, 1♀, leg. Boustani M.; Harissa, El Jawar, 1738 m, 28.VI.2017, 1♀, leg. Boustani M.; Hadath El Jebbe, Wadi Al Fouar, 1553 m, 21.V.2018, 3♀, 2♂, leg. Boustani M.; Tannourine El Tahta, Wadi Al Fouar, 1187 m, 21.V.2018, 1♂, leg. Boustani M.; 1553 m, 22.V.2018, 1♀, leg. Boustani M.; 1♀, 22.V.2018, leg. Boustani M.; Fehta, El Biara, 1632 m, 23.VI.2018, 1♀, leg. Boustani M.; Bcharre, Forest of the Cedars of God, 1883 m, 4.VII.2018, 1♀, leg. Boustani M., all coll. MBOU.
Flower records. Boraginaceae: Echium italicum; Fabaceae: Lotus gebelia libanoticus, Vicia tenuifolia.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 74, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Notes For Future Research On The Impact Of The Fab Lab Network
Creators: name: Menichinelli, Massimo
Publisher: name: Zenodo
Year: 2018

description: Throughout the years, research initiatives related to the global Fab Lab network emerged by addressing several issues with scientific articles and popular books, among the many publications. However, there are still many issues in the Fab Lab network that should be addressed by future research, specially regarding the impact of Fab Labs on society. This short contribution aims at proposing a set of research questions and methods for the Fab Lab network, that should be considered more as notes shared among members of the community than as a structured research proposal. The notes presented in this article reflect upon this topic and emerged from working in a Horizon 2020 research and innovation project of the European Union, MAKE-IT, that is specifically oriented at understanding and improving the social impact of Makers and therefore also of Fab Labs. Understanding the impact of the Fab Lab network on society is one of the most strategic directions for improving the network and its role in society. This short contribution proposes a framework, a list of research questions for moving forward in this direction, in order to start a discussion, research initiatives and potential collaborations in them.
Additional file 2 of Effectiveness of interventions to improve medication adherence in adults with depressive disorders: a meta-analysis
Creators: name: González de León, Beatriz
name: del Pino-Sedeño, Tasmania
name: Serrano-Pérez, Pedro
name: Rodríguez Álvarez, Cristobalina
name: Bejarano-Quisoboni, Daniel
name: Trujillo-Martín, María M.
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 2: Supplementary Table 2. Results on adherence in the included studies.
CROSS-IMPACT ANALYSIS OF FACTORS INFLUENCING URBAN LAND PRICE: CASE OF CHIANG MAI CITY
Creators: name: Thitipong Chiracharoenwong, Puttipol Dumrongchai
Publisher: name: TuEngr Group
Year: 2020
Subjects: Land price change
Influencing factor
Monte-Carlo technique
Infrastructure project development
Land acquisition valuation
Cross-Impact Analysis (CIA)
Chiang Mai Comprehensive Plan
Cross-impact index
Land price probability change.

description: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 11, 13, 11A13G: 1-15
Grey literature publishing in public policy: production and management, costs and benefits
Creators: name: Lawrence, Amanda
Publisher: name: Zenodo
Year: 2017

description: Public policy and practice, and policy research, relies on diverse forms and types of information and communication, both traditional publications and a myriad of other documents and resources including reports, briefings, legislation, discussion papers, submissions and evaluations and much more. This is sometimes referred to as ‘grey literature’, a collective term for the wide range of publications produced and published directly by organisations, either in print or digitally, outside of the commercial or scholarly publishing industry. In the digital era grey literature has proliferated, and has become a key tool in influencing public debate and in providing an evidence-base for public policy and practice. Despite its ubiquity and influence, grey literature's role is often overlooked as a publishing phenomenon, ignored both in scholarly research on media and communications and in the debate on the changing nature of open access and academic publishing. This paper looks at the production of grey literature for public policy and practice where the changes enabled by computers and the internet are causing a hidden revolution in the dissemination of knowledge and evidence. It explores the production, dissemination and management of publications by organizations, their nature, purpose and value, and investigates the benefits and the challenges of publishing outside of the commercial or scholarly publishing enterprises. The paper provides estimates of the economic value of grey literature based on online surveys and valuations and considers the costs and benefits of self-publishing by organisations which provides both a dynamic, flexible and responsive publishing system and one in which link rot, duplication and highly varying standards abound. The findings are part of a broader research project looking at role and value of grey literature for policy and practice including consumption, production and collection. It will be of interest to a wide range of policy makers and practitioners as well as academics working in media and communications, public administration and library and information management.
Megachile (Eutricharaea) apicalis Spinola 1808
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Megachile
Megachile apicalis

description: Megachile (Eutricharaea) apicalis Spinola, 1808 *
Distribution: WEST PALAEARCTIC (Ascher & Pickering 2021).
Local distribution fig. 14. 12
Unpublished records. GBIF 2021, SEMC: Mount Lebanon, Monteverde, nr. Mansourieh, 350 m, 4.VI.1995, 1♀; 25.VI.1995, 1♂, det. Baker D., leg. Roche C.G.
Material examined. N. Lebanon: Arz Tannourine, 1747 m, 7.VI.2017, 1♂, leg. Boustani M., coll. MBOU. Additional 7♀ and 11♂ from 15 records collected between 21.VI.2017 and 19.VII.2018, from Tannourine El Tahta, Arz Tannourine, Harissa, Arz Bcharre, Fehta, and Hadath El Jebbe.
Flower records. Apiaceae: Eryngium glomeratum; Asteraceae: Centaurea iberica; Echinops viscosus, Onopordum carduiforme, Picnomon acarna; Caprifoliaceae: Cephalaria setosa, Scabiosa argentea; Fabaceae: Medicago sp.; Lamiaceae: Stachys cretica; Plumbaginaceae: Acantholimon antilibanoticum, Acantholimon libanoticum.
This species is reported to be polyectic with a preference for Carduae (Asteraceae) flowers (Müller & Bansac 2004) that we observe in the records above as well.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 74, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
BANKRUPTCY DYNAMICS OF COMPANIES IN RUSSIA
Creators: name: Evgeny A. Kuzmin, Marina V. Vinogradova
Publisher: name: TuEngr Group
Year: 2020
Subjects: Company bankruptcy
Type of ownership
State-owned company
Private company
Structural analysis
Russian bankruptcy court judgment
Demography of organizations
Bankruptcy cases
Business dynamics.

description: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 11, 13, 11A13H: 1-14
Additional file 3 of Effectiveness of interventions to improve medication adherence in adults with depressive disorders: a meta-analysis
Creators: name: González de León, Beatriz
name: del Pino-Sedeño, Tasmania
name: Serrano-Pérez, Pedro
name: Rodríguez Álvarez, Cristobalina
name: Bejarano-Quisoboni, Daniel
name: Trujillo-Martín, María M.
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 3: Supplementary Table 3. Meta-Analyses of Adherence outcome and Subgroup Analyses.
title: Large-scale functional annotation of individual RNA methylation sites by mining complex biological networks
Creators: name: Wu, Xiangyu
Publisher: name: University of Liverpool Repository
Year: 2021

description: Increasing evidences suggest that post-transcriptional RNA modifications regulate essential biomolecular functions and are related to the pathogenesis of various diseases. To date, the study of epitranscriptome layer gene regulation is mostly focused on the function of mediator proteins of RNA methylation limited by laborious experimental procedures, i.e., the readers, writers and erasers. However, there is limited investigation of the functional relevance of individual m6A RNA methylation sites. To address this, we annotated human m6A sites in large-scale based on the guilt-by-association principle from complex biological networks. In the first chapter, the network was constructed based on public human MeRIP-Seq datasets profiling the m6A epitranscriptome under independent experimental conditions. By systematically examining the network characteristics obtained from the RNA methylation profiles, a total of 339,158 putative gene ontology functions associated with 1446 human m6A sites were identified. These are biological functions that may be regulated at epitranscriptome layer via reversible m6A RNA methylation. The results were further validated on a soft benchmark by comparing to a random predictor. In the second chapter, another approach was applied to annotate the individual human m6A sites by integrating the methylation profile, gene expression profile and protein-protein interaction network with guilt-by-association principle. The consensus signals on sites were amplified by multiplying the co-methylation network and the methylation-expression network. The PPI network smoothed the correlation for a query site to gene expression for furthering GSEA functional annotation. In the third chapter, we functionally annotated 18,886 m6A sites that are conserved between human and mouse from a larger epitranscriptome datasets using method previously described. Besides, we also completed two side projects related to SARS-CoV-2 viral m6A site prediction and m6A site prediction from Nanopore sequencing technology.
Megachile (Eutricharaea) burdigalensis Benoist 1940
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Megachile
Megachile burdigalensis

description: Megachile (Eutricharaea) burdigalensis Benoist, 1940 *
Distribution: WEST PALAEARCTIC: France, Slovenia, Croatia, Bosnia & Herzegovina, Armenia, Kazakhstan, Russia, Georgia (Ascher & Pickering 2021).
Material examined. N. Lebanon: Arz Tannourine, 1765 m, 22.VI.2017, 1♂, leg. Boustani M., coll. MBOU.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 74, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Additional file 4 of Effectiveness of interventions to improve medication adherence in adults with depressive disorders: a meta-analysis
Creators: name: González de León, Beatriz
name: del Pino-Sedeño, Tasmania
name: Serrano-Pérez, Pedro
name: Rodríguez Álvarez, Cristobalina
name: Bejarano-Quisoboni, Daniel
name: Trujillo-Martín, María M.
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 4: Supplementary Table 4. Meta-Regression Analyses (6 months).
Note on the Stizhok hoard (Ukraine). Coins with Asprokastron countermarks and Wallachian ducats
Creators: name: Petrov, Alexander
name: Dergaciova, Lilia
Publisher: name: figshare
Year: 2022
Subjects: subject: 210102 Archaeological Science
subject: FOS: History and archaeology
subject: 210199 Archaeology not elsewhere classified
subject: 210105 Archaeology of Europe, the Mediterranean and the Levant
subject: History
subject: 219999 History and Archaeology not elsewhere classified
subject: Archaeology
subject: 140203 Economic History
subject: FOS: Economics and business
subject: 160607 International Relations
subject: FOS: Political science

description: The Stizhok Hoard is one of the largest deposits of silver money struck in the XIV-XV centuries, recently discovered within the historical boundaries of the Grand Duchy of Lithuania. A clay pot found in 2011 near the western Ukrainian village of Stizhok contained around 2.500 silver coins. The hoarded money had been struck in the medieval Kingdom of Bohemia – Czech Kingdom, the Principality of Wallachia, the Principality of Moldavia, the Grand Duchy of Lithuania and the Golden Horde, Genoese colony of Caffa, the Crimean Khanate and the Ottoman Empire. Some Oriental coins in the Stizhok Hoard had different types of countermarks, three in total. That demonstrates a widespread countermarking in the Golden Horde, the medieval Principality of Moldavia and the Grand Duchy of Lithuania.
 The coins struck in different countries make the treasure a unique encyclopaedia of the Late Middle Ages. We can take a look at the complicated monetary markets and international trade in Europe involving the Italian colonies on the Black Sea coast, investigate the influence of the Golden Horde and Crimean Tatar currencies on the markets in Eastern Europe, reveal the specifics of penetration of Prague groschen as well as Moldavian and Wallachian coins into the territory of the Grand Duchy of Lithuania, describe the peculiarities of silver coins countermarking in the XIV – mid XV centuries.
 These hoarded coins are an essential part of economic history for Lithuania, Ukraine, Belarus, Poland, the Czech Republic, Romania, Moldova, Italy, Turkey and Crimea.
 Keywords: the Stizhok Hoard, money in the XV century, medieval Eastern and Central Europe, Oriental numismatics, Wallachian ducats, Golden Horde countermark “Khan”, Moldavian “Asprokastron” countermark of Greek cross between four roundles, Lithuanian countermark of Gediminas Column with four roundles
 Studii şi Cercetări de Numismatică, Académie Roumaine, 2011. Studii şi Cercetări de Numismatică est la seule publication de numismatique de l'Académie Roumaine. 
Megachile (Eutricharaea) inexspectata Rebmann 1968
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Megachilidae
Megachile
Megachile inexspectata

description: Megachile (Eutricharaea) inexspectata Rebmann, 1968 *
Distribution: WEST PALAEARCTIC: Eastern Mediterranean, Algeria (Ascher & Pickering 2021). Unpublished records. GBIF 2021, SEMC: Mount Lebanon, Al Montazah, 11.IX. 1994, 200 m, 1♂, det. Baker D., leg. Roche C.G.
Material examined. N. Lebanon: Fehta, El Biara, 1632 m, 18.VIII.2018, 1♀, leg. Boustani M., Jabbour J.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 74, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Additional file 1 of Comprehensive and systematic characterization of multi-functionalized cisplatin nano-conjugate: from the chemistry and proteomic biocompatibility to the animal model
Creators: name: Hernández, Ángela-Patricia
name: Micaelo, Ania
name: Piñol, Rafael
name: García-Vaquero, Marina L.
name: Aramayona, José J.
name: Criado, Julio J.
name: Rodriguez, Emilio
name: Sánchez-Gallego, José Ignacio
name: Landeira-Viñuela, Alicia
name: Juanes-Velasco, Pablo
name: Díez, Paula
name: Góngora, Rafael
name: Jara-Acevedo, Ricardo
name: Orfao, Alberto
name: Miana-Mena, Javier
name: Muñoz, María Jesús
name: Villanueva, Sergio
name: Millán, Ángel
name: Fuentes, Manuel
Publisher: name: figshare
Year: 2022
Subjects: subject: Biophysics
subject: Biochemistry
subject: Medicine
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Cancer

description: Additional file 1.
ANALYSIS OF MENTAL MAPPING IN URBAN DESIGN FOR THE CASE OF KAMPUNG TELUK KECIL, PANGKOR ISLAND
Creators: name: Badrul Munir Daut, Ahmad Sanusi Hassan
Publisher: name: TuEngr Group
Year: 2020
Subjects: Urban design elements
Malay coastal city
Dwelling pattern
Coastal village
Mental Map
Floating mosque
Urban settlement
Dutch fort
Town planning.

description: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 11, 13, 11A13I: 1-10
Berceuse "Drom, nine", en gascon
Creators: name: Musée National Des Arts Et Traditions Populaires (Paris)
name: Centre D'ethnologie Française
Publisher: name: École des Hautes Études en Sciences Sociales; Institut  interdisciplinaire d'anthropologie du contemporain (Paris); Laboratoire d'anthropologie et d'histoire de l'institution de la culture (Paris)
Year: 2022

Abstract
IMPACTS OF STRESS AROUSAL AND ETHICAL ORGANIZATIONAL CULTURE ON THE RELATIONSHIP OF AUDIT QUALITY PRACTICES AND ETHICAL ORGANIZATIONAL CULTURE
Creators: name: Fahdah Sultan Alsudairi, Komal Khalid
Publisher: name: TuEngr Group
Year: 2020
Subjects: Reduced audit quality practices (RAQP)
Time budget pressure (TBP)
Ethical Organizational Culture (EOC)
Stress arousal (SA).

description: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 11, 13, 11A13J: 1-12
Hypertrophic olivary degeneration.
Creators: name: Donato, Angel
Publisher: name: EURORAD
Year: 2018
Subjects: subject: Neuroradiology brain
subject: CT
subject: MR
subject: Education
subject: Pathology

description: Clinical History Image Findings Discussion Find Diagnosis Differential Diagnosis
description: male, 61 years
description: Clinical History: One month after having run out of his anti-hypertensive medication, a 61-year-old male was diagnosed in the emergency room as having had a stroke. Nine months after the stroke, he developed a synchronous tremor in his palate. Final Diagnosis: Hypertrophic olivary degeneration.
Additional file 1 of ArTisaN trial protocol: a single Centre, open-label, phase II trial of the safety and efficacy of TheraSphere selective internal radiation therapy (SIRT) in the treatment of inoperable metastatic (liver) neuroendocrine neoplasia (NENs)
Creators: name: Sharma, Rohini
name: Slater, Susanna
name: Evans, Joanne
name: Martinez, Maria
name: Ward, Caroline
name: Izadi, Hooshang
name: Wernig, Florian
name: Thomas, Rob
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Pharmacology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer

description: Additional file 1.
BEHAVIORAL PERSPECTIVES AMONG DIVIDEND POLICY AND ITS DETERMINANTS AND FIRM'S FINANCIAL PERFORMANCE: A CB-SEM APPROACH
Creators: name: Sarfaraz Ahmed Bhutto, Hassan Jawad Soomro
Publisher: name: TuEngr Group
Year: 2020
Subjects: Effective dividend policy, Company's financial performance, SEM analysis
Stakeholders' interests
Structural Equation Modeling (SEM)
Chief financial officer (CFO)
Corporate finance
Anticipated level of future earnings
Patterns of past of dividends
Financial uncertainty
Manufacturing firms.

description: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 11, 13, 11A13K: 1-14
BISCUITS WITH VEGETABLE FAT FOR A GLUTEN-FREE DIET
Creators: name: Julia Ushakova, Margarita Domakhina
Publisher: name: TuEngr Group
Year: 2020
Subjects: Biscuit ingredients
Gluten-free biscuits
Celiac disease, Diet food, Coconut oil
Celiac enteropathy
Therapeutic nutrition
Biscuit composite mixture.

description: International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 11, 13, 11A13L: 1-8
Additional file 1 of Validation of clinical frailty scale in Chinese translation
Creators: name: Chou, Yi-Chun
name: Tsou, Hsiao-Hui
name: Chan, Ding-Cheng Derrick
name: Wen, Chiung-Jung
name: Lu, Feng-Ping
name: Lin, Kun-Pei
name: Wu, Meng-Chen
name: Chen, Yung-Ming
name: Chen, Jen-Hau
Publisher: name: figshare
Year: 2022
Subjects: subject: Biochemistry
subject: Space Science
subject: Cell Biology
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 69999 Biological Sciences not elsewhere classified
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 1. Selection of study participants.
Additional file 1 of Health-related quality of life within agriculture in England and Wales: results from a EQ-5D-3L self-report questionnaire
Creators: name: Wheeler, Rebecca
name: Lobley, Matt
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 1: Appendix A. Additional information: methodology; Appendix B. Problems reported by dimensions (3 levels); Appendix C. Additional information: statistical tests.
Chant "Sur l'herbette jolie" en gascon
Creators: name: Musée National Des Arts Et Traditions Populaires (Paris)
name: Centre D'ethnologie Française
Publisher: name: École des Hautes Études en Sciences Sociales; Institut  interdisciplinaire d'anthropologie du contemporain (Paris); Laboratoire d'anthropologie et d'histoire de l'institution de la culture (Paris)
Year: 2022

Abstract
Additional file 2 of Validation of clinical frailty scale in Chinese translation
Creators: name: Chou, Yi-Chun
name: Tsou, Hsiao-Hui
name: Chan, Ding-Cheng Derrick
name: Wen, Chiung-Jung
name: Lu, Feng-Ping
name: Lin, Kun-Pei
name: Wu, Meng-Chen
name: Chen, Yung-Ming
name: Chen, Jen-Hau
Publisher: name: figshare
Year: 2022
Subjects: subject: Biochemistry
subject: Space Science
subject: Cell Biology
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 69999 Biological Sciences not elsewhere classified
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 2. Sensitivity analyses of different CFS-C categorisations.
Additional file 3 of Validation of clinical frailty scale in Chinese translation
Creators: name: Chou, Yi-Chun
name: Tsou, Hsiao-Hui
name: Chan, Ding-Cheng Derrick
name: Wen, Chiung-Jung
name: Lu, Feng-Ping
name: Lin, Kun-Pei
name: Wu, Meng-Chen
name: Chen, Yung-Ming
name: Chen, Jen-Hau
Publisher: name: figshare
Year: 2022
Subjects: subject: Biochemistry
subject: Space Science
subject: Cell Biology
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 69999 Biological Sciences not elsewhere classified
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 3. The Clinical Frailty Scale 2.0 in English (left) and the Chinese translation (right).
Supporting FAIR Workflows at Harvard Data Commons
Creators: name: Shad, Mahmood
name: Trisovic, Ana
name: Barbosa, Sonia
name: Durand, Gustavo
name: McNeill, Katherine
name: Boyd, Ceilyn
name: Wendler, Robin
name: Gautier, Julian
name: Schlatter, Tania
name: Valladares, Krista
Publisher: name: Zenodo
Year: 2022
Subjects: Computational Workflow
Dataverse

description: Harvard Data Commons (HDC) is a university-wide initiative at Harvard University to support the lifecycle of research at Harvard. The goal of the HDC is to improve research data's integrity, provenance, and reproducibility. To accomplish this goal, the HDC team has been working on automating the flow of research data from research computing environments to management, publication, discovery, and preservation environments, leading to improved researcher experience. The project's initial phase builds a proof of concept or "Harvard Data Commons Minimum Viable Product (MVP)" to connect key systems in the research data lifecycle. In addition, the Harvard Dataverse repository provides a free platform for researchers inside and outside the Harvard community to share research data as a dataset or a dataverse collection (a collection of datasets). One of the main objectives of HDC is to improve the reproducibility of research data by supporting computational workflows on the Harvard Dataverse repository. In this lightning talk, we report our progress on enhancing the Harvard Dataverse repository to support FAIR (findability, accessibility, interoperability, and reusability) computational workflows and the challenges in this area. Considering a data-driven analysis lifecycle, researchers produce different products during the whole process. These products could be peer-reviewed journal publications, curated datasets, different kinds of plots, graphs and maps, or software. Researchers design computational workflows to compose and execute a series of analysis or data manipulation steps to produce these products. Researchers could define computational workflows using workflow-specific standards/languages such as Common Workflow Language (CWL) or defined in ad-hoc scripts and notebooks such as Python, shell script, Makefile, Jupyter Notebook, or R Notebook. We report on the challenges and progress of sharing computational workflows in the Harvard Dataverse repository from allowing workflow-specific search queries in the UI to incorporating adequate metadata and runtime environments. We also present our future plans for supporting the computational workflows beyond the MVP, which would include developments like automatic tests in Dataverse and integrations with third-party workflow tools.