cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1285/i22390359v67p175
title: СТИХОТВОРНЫЕ МОЛИТВЫ ЗИНАИДЫ ГИППИУС. Ритуальные истоки и религиозное предназначение поэзии

description: The notion that the word is sacred, characteristic of Russian Symbolism in the early 20th century, was most consistently and radically expressed by Zinaida Gippius, who insisted on the kinship between poetry and prayer. The current paper analyses the rituals of Holy Thursday which laid the foundations of the spiritual alliance between Gippius, Merežkovskij and Filosofov and was intended to be expression of a 'new religious consciousness'. The work highlights similarities between Gippius's poetics and the new forms of praying that spread among the disciples of the 'Religion of the Third Testament'. In particular, the following features of Gippius's 'poetic prayers' appear to be relevant: the intensification of sensibility/sensuality while preserving a conservative, classical cultural and stylistic form of expression and orientation towards the Christian tradition; a wider idea of the kinds of experiences that can be expressed in religious terms and considered to be religious (the evangelisation of secular, worldly life); and the deroutinization of church liturgy and prayers for the sake of a freer and more sincere communication between man and God.
description: Характерная для русских символистов начала XX века идея сакрализации слова наиболее последовательно и радикально была выражена Зинаидой Гиппиус, настаивавшей на родстве стихотворчества и молитвы. В статье проанализирована ритуальная практика Великого Четверга, заложившая основы духовного союза Гиппиус, Мережковского и Философова и призванная быть выражением "нового религиозного сознания". Показаны переклички между поэтикой Гиппиус и опытом разработки новых форм молитвы в круге сторонников "религии Третьего завета". Среди особенностей стихотворных молитв Гиппиус выделена установка на интенсификацию чувственности при сохранении консервативной, классической культурной формы и ориентации на христианскую традицию, на расширение представления о том, какого рода переживания могут быть выражены и осмыслены как религиозные (евангелизация светской, мирской жизни), а также на дерутинизацию восприятия церковной литургии и соборных молитв ради более свободного и искреннего общения человека с Богом.
DOI: 10.7483/opendata.cms.gwwi.h0sm
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-100_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.6xqz.64wn
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-100_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.rbpd.xrhm
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-125_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.99ln.6pyn
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-125_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.3lcd.b3t1
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.tgc6.8gko
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.g8zf.kx36
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-250_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.qfuj.g7ke
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-250_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.1285/i22390359v67p191
title: Cross-linguistic influence and strategies of meaning construction

description: In this paper, we will look at the way in which Italian adult student of English enrolled at the MA Course of Psychology at the University of Salento (academic year 2023/2024) manage the meaning construction in L2. In particular, the presence of cross-linguistic influence in their verbal reports obtained through the think-aloud technique will be recognized and analysed as well as all the specific traits of English spoken by non native speakers. Finally, we will argue that, because of their own personal interests, adult students are able to improve and maintain their L2 knowledge through various sources of L2 inputs.
DOI: 10.7483/opendata.cms.l6eh.xwpt
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-60_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.wv4s.x08n
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-60_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.bd4q.deec
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-70_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.7ikf.vyn0
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-70_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.103p.4z5b
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-80_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.7eki.e6s0
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-80_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.d4bh.d10y
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-90_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.1285/i22390359v67p209
title: Exploring reciprocity in Teletandem. A quantitative and qualitative lexical analysis of student diaries

description: The aim of this study is to examine the interplay between what students write in their reflective diaries and the concept of 'reciprocity' within the context of teletandem (Telles 2006). Reciprocity is a fundamental tenet of teletandem and a pivotal element of diverse peer learning frameworks as it implies the social dynamics and the exchange processes inherent in collaborative language learning (Koch 2017, Cappellini et al. 2020). The study initially conducts a quantitative analysis of learner diaries, discerning prevalent topics based on the frequency and distribution of nouns. Subsequently, a qualitative investigation seeks to pinpoint vocabulary and linguistic patterns that "directly address exchange activities" (Koch 2017, p. 128) in order to highlight if and how the principle of reciprocity emerges in teletandem learner diaries. Data has been selected from 662 diaries written both in English (L2) and in Portuguese (L1), two subcorpora which are stored in MulTeC (Multimodal Teletandem Corpus) (Aranha, Lopes 2019). The quantitative analysis show that the most frequently used and evenly distributed terms are the same in both subcorpora, i.e., 'interaction' and 'partner' (in the diaries written in English) and 'interação' and 'parceiro' (in the diaries written in Portuguese). These terms are semantically related to the notion of reciprocity. From a qualitative standpoint, the analyses revealed that the most relevant features of reciprocity perceived by teletandem participants are those related to the (i) organization of the teletandem practice, (ii) attendance of the partner´s needs and preferences, (iii) co-construction of a relationship, and (iv) collective decisions made by partners. These findings align with Cappellini et al.'s proposal and advocate for the effectiveness of employing a mixed-method approach involving both quantitative and qualitative analyses. This research methodology facilitates handling a manageable volume of data while preserving the significant aspects of learner diaries.
DOI: 10.7483/opendata.cms.7qua.frc9
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-400_MY-90_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.95zl.enrc
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-100_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.j00q.n3zr
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-100_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.bps9.pe0v
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-125_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.n307.6g79
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-125_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.8j47.5zgm
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.6bs1.cdw2
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.1285/i22390359v67p229
title: The imaginary of intellectual knowledge in reading gestures and authorial gestures of archives: Memory, digital archives and metallic memory

description: This article aims at discussing the notion of archive in relation to the notions of memory and metallic memory. The materialist Discourse Analysis is the theoretical framework for this reflection. The discussion proposes the shift from the traditional assumption of archive to the notion that is conceived discursively, in other words, archive in its infinity and incompleteness, and memory in its hole-making process. Reading archives is to come across symptoms of an era: archive as a material record of hegemonic gestures of interpretation, either contradictory or silenced. Currently, with the advent of the digital medium, electronic archives create the illusion that it would be possible to find and read everything. The concept of metallic memory (Orlandi, 1996) is crucial to understand the effects that these archives produce, especially in the academic environment.
DOI: 10.7483/opendata.cms.mrlh.dtvc
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-250_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.816c.cfnb
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-250_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.13016/2qhy-961s
title: Supplementary material for Applying Wearable Sensors and Machine Learning to the Diagnostic Challenge of Distinguishing Parkinson's Disease from Other Forms of Parkinsonism

description: Parkinson's Disease (PD) and other forms of parkinsonism share motor symptoms, including tremor, bradykinesia, and rigidity. This overlap in the clinical presentation creates a diagnostic challenge, underscoring the need for objective differentiation. However, applying machine learning (ML) to clinical datasets faces challenges such as imbalanced class distributions, small sample sizes for non-PD parkinsonism, and heterogeneity within the non-PD group. This study analyzed wearable sensor data from 260 PD participants and 18 individuals with etiologically diverse forms of non-PD parkinsonism during clinical mobility tasks, using a single sensor placed on the lower-back. We evaluated the performance of ML models in distinguishing these two groups and identified the most informative mobility tasks for classification. Additionally, we examined clinical characteristics of misclassified participants and presented case studies of common challenges in clinical practice, including diagnostic uncertainty at the initial visit and changes in diagnosis over time. We also suggested potential steps to address dataset challenges which limited the models' performance. We demonstrate that ML-based analysis is a promising approach for distinguishing idiopathic PD from non-PD parkinsonism, though its accuracy remains below that of expert clinicians. Using the Timed Up and Go test as a single mobility task outperformed the use of all tasks combined, achieving a balanced accuracy of 78.2%. We also identified differences in some clinical scores between participants correctly and falsely classified by our models. These findings demonstrate the feasibility of using ML and wearable sensors for differentiating PD from other parkinsonian disorders, addressing key challenges in diagnosis, and streamlining diagnostic workflows.
DOI: 10.7483/opendata.cms.kpgu.tval
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-300_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.13016/jh64-meb9
title: GEODES San Francisco Volcanic Field Geochemical Sampling

description: In August of 2023, the NASA SSERVI GEODES team conducted a field expedition in the San Francisco Volcanic Field, northern Arizona. The field expedition had a geochemical component, with the objective of characterizing the lithological and geochemical diversity across key volcanic features. Using handheld XRF and VNIR spectrometers, field data and rock samples were collected from O'Leary Peak, Elden Mountain, Schultz Peak, SP Crater, and the Lava River Cave. Sampling strategies included targeting visually distinct lithologies and calibrating instruments with geochemical standards to ensure data accuracy. Preliminary analyses reveal diverse compositions, including rhyolites, basalts, and intermediate magmas. The collected samples will undergo detailed laboratory geochemical analysis to enhance understanding of volcanic processes and evolution in this region.
DOI: 10.7483/opendata.cms.ndf0.zven
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-300_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.141j.wf1t
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-60_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.0pad.kcjo
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-60_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.ym65.j845
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-70_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.v0r2.p1b0
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-70_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.1285/i22390359v67p239
title: El papel de la literatura de viajes en español en la promoción de la competencia comunicativa intercultural en el aula ELE: El caso de Umbría

description: This study explores the intersection of general premises, approaches in Spanish as a Foreign Language (ELE), and travel literature in Umbria, proposing didactic strategies for educational contexts. It emphasizes the relevance of travel literature as a multidisciplinary tool that enriches the understanding of geographical, historical, and cultural narratives. By analyzing different travel travelogues, the article investigates how these texts can be exploited as valuable resources not only for teaching geography but a foreign language too, providing insights into environmental changes and cultural interactions over time. The findings suggest that integrating travel literature to promote language acquisition not only enhances learners' linguistic skills but also fosters their intercultural competence. Finally, the study advocates for a didactic framework that exploits travel narratives to develop engaging and meaningful learning experiences in ELE classrooms.
DOI: 10.7483/opendata.cms.grlb.im91
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-80_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.lasa.bf0e
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-80_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.h8jh.ucda
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-90_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.8nj9.iqwp
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-500_MY-90_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.15468/dl.5r9br2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.15_1",
 "TaxonKey is Polygonatum cyrtonema Hua"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068200-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7483/opendata.cms.ro33.dxq4
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-100_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.t9hf.chmj
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-100_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.fa70.tnu1
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-125_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.zb4z.4lri
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-125_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.1285/i22390359v67p263
title: Writing out (of) darkness: The Bastilles of England; or, The Lunacy Law at Work by Louisa Lowe (1883)

description: Louisa Lowe's The Bastilles of England; or, the Lunacy Law at Work (1883) details the conditions of patients before, during and after their confinement in mental asylums. Based on Lowe's personal experience, the text helped draw public attention to institutional and medical practices which claimed to act in the interest of patients (and of their health), while it kept them "out of sight, out of mind", thereby relegating them to "dark corners of the land" – the mental asylums. Whether private or pauper, English madhouses recalled atrocious places of confinement and torture such as the Bastilles of pre-revolutionary France had been. Drawing upon a popular analogy, that between the French jail and the English mental asylum, Lowe exposed and sought to dismantle a profoundly and dangerously corrupted system. Page after page, she depicted the intricacies of one of Britain's most embarrassing and execrable legal practices – the operation of the lunacy laws, and to such an aim, images of darkness proved crucial. Lowe wrote about them; she wrote out of and against them and shed light on ideological as well as cultural and gender-related darknesses. Her treatise helped pave the way towards social responsibility, mutual help and understanding, honesty and moral integrity to vindicate that primary right to individual freedom which the lunacy laws at work – the Bastilles of late-Victorian England – were yet to recognise. This study investigates Lowe's narrative and narrative strategy in a text that is a precious, however largely neglected testimony of fin de siècle cultural and social activism.
DOI: 10.7483/opendata.cms.bajh.7xvt
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.39jc.yzmb
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-150_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.thxr.5m0f
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-250_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.15468/dl.9f32km
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rastrococcus invadens Williams, 1986",
 "Country is Togo",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068201-241126133413365/datasets/export for details.
DOI: 10.7483/opendata.cms.uq1v.mjm3
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-250_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.9o91.fagh
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-300_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.6084/m9.figshare.27101503.v6
title: Do Developers Adopt Green Architectural Tactics for ML-Enabled Systems? A Mining Software Repository Study

description: As machine learning (ML) and artificial intelligence (AI) technologies become more widespread, concerns about their environmental impact are increasing due to the resource-intensive nature of training and inference processes. Green AI advocates for reducing computational demands while still maintaining accuracy. Although various strategies for creating sustainable ML systems have been identified, their real-world implementation is still underexplored.This paper addresses this gap by studying 168 open-source ML projects on GitHub. It employs a novel large language model (LLM)-based mining mechanism to identify and analyze green strategies. The findings reveal the adoption of established tactics that offer significant environmental benefits. This provides practical insights for developers and paves the way for future automation of sustainable practices in ML systems.
DOI: 10.7483/opendata.cms.soxe.uhab
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-300_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.5lt8.4o26
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-400_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.1285/i22390359v67p275
title: Reflexões sobre poética nas cartas enviadas por Murilo Mendes para João Cabral de Melo Neto (1957-1962)

description: In the collection of the Rui Barbosa house, there are letters sent by Murilo Mendes (1901-1975) to João Cabral de Melo Neto (1920-1999), written between 1943 and 1975. The epistolary, still unpublished, consists of 147 pieces, including letters, notes and postcards and brings countless information about the poetics of the two authors, about the intellectual exchange between them, about the genesis of their texts, in addition to biographical data that is still little known. Trough letters, Murilo sends his texts to his friend to evaluate and, at the same time, exercices his critical side by giving advice or proposing changes. The objective of this essay will be to reconstruct the fruitful debate held between the two poets, emphasizing the operation of exchanging texts submitted to critical reading and the reciprocal suggestions for modifications during the beginning of Murilo Mendes' Italian phase (1957-1975). These elements bring countless information about the process of creating the works of the two authors, also taking into account the large network of readings and intertextual references.
DOI: 10.7483/opendata.cms.3gbl.fl2w
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-400_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.6617.wcez
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-60_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.7483/opendata.cms.2p73.yhn8
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-60_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.x2bp.8bl8
title: /NMSSM_XToYHTo2B2WTo2B4Q_MX-600_MY-70_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM