Miracle-dz/UniFAR-FTUs huggingface dataset:
THE PRACTICE OF AMOEVA POST-PANDEMIC SUSTAINABLE BUSINESS MODEL IN REAL ESTATE – TAKING ZHONGLIANG AS EXAMPLE

This paper studies the practice of the amoeba model in China’s real estate industry, manage to analysis the advantages and disadvantages along the company’s development, taking the management case of Zhongliang as an example, which is a top 20th real estate development company, and considering the crisis in the post-epidemic market downturn environment. In conclusion, the article puts forward suggestions on the application of the amoeba model in the enterprise. Research aim. the study of previous research, we leave questions. Is it possible to effectively implement the Amoeba model in China, given the circumstances of cultural differences between China and Japan? The motivation for the study in this paper is to schedule the Amoeba model in Zhongliang, China’s leading real estate company known for Amoeba’s management, to identify key factors in Amoeba’s widespread use and the impact of the system in the real estate industry during the pandemic. characteristic service capacity is limited, and it cannot form a strong support for the project. Secondly, the project management team has unconsummated rights and responsibilities, lack of business awareness, and extensive project management leads to higher and higher project development costs, lower and lower project profit margins, and serious delay in the project development process. Last and the most important, with the introduction of a large number of excellent management talents, it is urgent to establish a corresponding talent development and incentive mechanism, to give all kinds of talents opportunities and platforms to fully display their talents, to fully stimulate their wisdom and potential, and to turn them into the driving force of enterprise development. Instead of a large inflow and outflow of staffs, human resources are wasted in the handover.
Regret-based Federated Causal Discovery

In critical applications, causal models are the prime choice for their trustworthiness and explainability. If data is inherently distributed and privacy-sensitive, federated learning allows for collaboratively training a joint model. Such approaches for federated causal discovery, however, require sending local causal models, revealing the local data structure. We propose privacy-preserving federated causal discovery by distributed min-max regret optimization. This technique requires clients to only send local regret values, instead of model parameters, ensuring the privacy of sensitive local data. Initial results show that our approach reliably discovers causal networks without ever looking at local data or local causal structures.
NL/poly /spl sube/ /spl oplus/L/poly

The article provides logspace analogs of the results of Valiant-Vazirani (L.G. Valiant and V.V. Vazirsni, 1986). We first show that solving STCONN for graphs with at most one st-path is essentially as hard as the general problem, via a probabilistic logspace reduction. We derive from it a nonuniform logspace reduction from NL to /spl oplus/L. <<ETX>>
Primordial germ cells identi � cation and traceability during the initial development of the Siluriformes � sh Pseudopimelodus mangurus

Paulo Sérgio Monzani (  monzani.paulo@gmail.com ) Chico Mendes Institute for Biodiversity Conservation: Instituto Chico Mendes de Conservacao da Biodiversidade https://orcid.org/0000-0003-4001-3431 Gustavo Fonseca Shiguemoto Sao Paulo State University Julio de Mesquita Filho: Universidade Estadual Paulista Julio de Mesquita Filho Geovanna Carla Zacheo Coelho Sao Paulo State University Julio de Mesquita Filho: Universidade Estadual Paulista Julio de Mesquita Filho Lucia Suárez López Sao Paulo State University Julio de Mesquita Filho: Universidade Estadual Paulista Julio de Mesquita Filho Giselle Pessanha Pessoa Sao Paulo State University Julio de Mesquita Filho: Universidade Estadual Paulista Julio de Mesquita Filho Silvio Carlos Alves dos Santos Chico Mendes Institute for Biodiversity Conservation: Instituto Chico Mendes de Conservacao da Biodiversidade José Augusto Senhorini Sao Paulo State University Julio de Mesquita Filho: Universidade Estadual Paulista Julio de Mesquita Filho George Shigueki Yasui Sao Paulo State University Julio de Mesquita Filho: Universidade Estadual Paulista Julio de Mesquita Filho
Informational Requirements for Cooperation (cid:3)

We study how discounting and monitoring jointly determine whether cooperation is possible in repeated games with imperfect (public or private) monitoring. Our main result provides a simple bound on the strength of players(cid:146)incentives as a function of discounting, monitoring precision, and payo⁄ variance. We show that this bound is tight in the low-discounting/low-monitoring double limit, by establishing a folk theorem where the discount factor and the monitoring structure vary simultaneously.
Effects of Dietary Phospholipid and Cholesterol Levels on Growth, Molting Performance, and Ovary Development in Female Juvenile Crayfish ( Procambarus clarkii )

The interaction between phospholipid (PL) and cholesterol (CH) on growth performance, molting rate, hepatopancreas fatty acid composition, and ovary development of the female red swamp cray ﬁ sh (Procambarus clarkii) was investigated. Nine diets containing three PL levels (0, 20, and 60 g/kg) and three CH levels (0, 5, and 10 g/kg) were included in the study. Female cray ﬁ sh (initial weight: 5 : 92 ± 0 : 03 g) were reared for 60 days. There was no signi ﬁ cant interaction between dietary PL and CH levels ( P > 0 : 05 ). However, the best growth performance and ovarian development were observed in cray ﬁ sh receiving the 60g/ kg PL and 10 g/kg CH diet. High PL levels promoted CH transport in the hepatopancreas, and long-chain unsaturated fatty acid (C20:4n-6, C20:5n-3, and C22:6n-3) content of the hepatopancreas increased with the addition of PL in the diet. The molting rate increased with increasing CH levels in the diet containing 60 g/kg PL. Real-time quantitative polymerase chain reaction revealed that dietary CH enhanced the molting rate by improving the ecdysone receptor genes at transcription. This study showed that cray ﬁ sh fed a diet containing 10 g/kg CH and 60 g/kg PL obtained maximum growth, molting rate, and ovary development.
Exploring Text Recombination for Automatic Narrative Level Detection

Automatizing the process of understanding the global narrative structure of long texts and stories is still a major challenge for state-of-the-art natural language understanding systems, particularly because annotated data is scarce and existing annotation workflows do not scale well to the annotation of complex narrative phenomena. In this work, we focus on the identification of narrative levels in texts corresponding to stories that are embedded in stories. Lacking sufficient pre-annotated training data, we explore a solution to deal with data scarcity that is common in machine learning: the automatic augmentation of an existing small data set of annotated samples with the help of data synthesis. We present a workflow for narrative level detection, that includes the operationalization of the task, a model, and a data augmentation protocol for automatically generating narrative texts annotated with breaks between narrative levels. Our experiments suggest that narrative levels in long text constitute a challenging phenomenon for state-of-the-art NLP models, but generating training data synthetically does improve the prediction results considerably.
Direct measurement of N 2 O 5 heterogeneous uptake coefficients on ambient 1 aerosols via an aerosol flow tube system: design, characterization and 2 performance 3

An aerosol flow tube system coupled with detailed box model was newly developed 19 to measure N 2 O 5 heterogeneous uptake coefficients (γ(N 2 O 5 )) on ambient aerosols directly. 20 This system features simultaneous measurements of N 2 O 5 concentration at the both entrance 21 and exit of the flow tube to ensure an accurate derivation of N 2 O 5 loss in the flow tube. 22 Simulation and laboratory tests demonstrate that this flow tube system is able to overcome the 23 interference from side reactions led by varying reactants (e.g., NO 2 , O 3 and NO) and improve 24 the robustness of results with the assistance of box model method . Factors related to γ(N 2 O 5 ) 25 derivation were extensively characterized, including particle transmission efficiency, mean 26 residence time in the flow tube and wall loss coefficient of N 2 O 5 , for normal operating 27 condition. The measured γ(N 2 O 5 ) on (NH 4 ) 2 SO 4 model aerosols were in good agreement with 28 literature values over a range of relative humidity (RH). The detection limit of γ(N 2 O 5 ) was 29 estimated to be 0.0016 at low aerosol surface concentration (Sa) condition of 200 μm 2 cm -3 . 30 Given the instrument uncertainties and potential fluctuation of air mass between successive 31 sampling modes, we estimate the overall uncertainty of γ(N 2 O 5 ) that ranges from 16 to 74% 32 for different ambient conditions. This flow tube system was then successfully deployed for 33 field observations at an urban site of Beijing influenced by anthropogenic emissions. The 34 performance in field observation demonstrates that the current setup of this system is capable 35 of obtaining robust γ(N 2 O 5 ) amid the switch of air mass. field observations are presented to demonstrate its performance under varying ambient 128 conditions. (Rotronic, The of the O 5 , which causes the γ(N 2 O 5 ) derivation to be more susceptible to uncertainties of other parameters and then increases the uncertainty of γ(N 2 O 5 ). of γ(N 2 O 5 ) to be 16-74% which is subject to NO, NO 2 , O 3 , meteorological parameters, 672 residence time and γ(N 2 O 5 ) value itself. The detection limit of γ(N 2 O 5 ) was quantified to be 673 0.0016 at the aerosol surface concentration (Sa) of 200 μm 2 cm -3 . We deployed this system for 674 field observations of γ(N 2 O 5 ) at an urban site in Beijing, where strong anthropogenic emission 675 and periodically switch of air mass were encountered. The obtained γ(N 2 O 5 ) was in 676 comparable level to previously reported values in the north of China and demonstrated the 677 robustness of this system within low NO episodes. Further investigations on N 2 O 5 678 heterogeneous chemistry for both laboratory-generated and ambient particles are also 679 available by the introduced approach.
Open Research Online Reviewing mixed methods approaches using Social Network Analysis for learning and education Book Section

Across the globe researchers are using social network analysis (SNA) to better understand the visible and invisible relations between people. While substantial progress has been made in the last 20 years in terms of quantitative modelling and processing techniques of SNA, there is an increased call for SNA researchers to embrace and mix methods developed in qualitative research to understand the what, how, and why questions of social network relations. In this chapter, we will reflect on our experiences with our latest edited book called “Mixed Methods Approaches to Social Network Analysis for Learning and Education”, which contained contributions from 20+ authors. We will first review the empirical literature of Mixed Methods Social Network Analysis (MMSNA) by conducting a systematic literature review. Secondly, by using two case-studies from our own practice we will critically reflect on how we have used MMSNA approaches. Finally, we will discuss the potential limitations of MMSNA approaches, in particular given the complexities of mastering two ontologically different methods.
The moderating role of democratic governance in the association between personal values and political ideologies

This analysis examined whether commonly assumed associations between personal values and political attitudes within countries varied worldwide by the level of democratic governance. In less democratic countries, people may have less exposure to or engagement with value expression through political party affiliation and experience less motivation to express values through political attitudes. Therefore, in such countries, the commonly assumed association of personal values typically labeled “conservative” (e.g., tradition) or “liberal” (e.g., universalism) with right‐ or left‐wing political ideologies could be weaker. Furthermore, less democratic governments are more likely to be perceived as a deciding presence in economic outcomes than the people's or the market's will, which could alter the degree to which right‐wing economic attitudes toward free markets and private enterprise are associated with conservative values. Responses to the World Value Survey across 60 countries were largely consistent with these moderation effects when operationalizing democratic governance using both more objective, structural, and subjective, perceptual metrics. In less democratic countries, conservation‐oriented personal values were less positively associated with broad right‐wing political identification and self‐transcendence‐oriented values less positively associated with broad left‐wing political identification. In less democratic countries, conservation‐oriented values were more negatively associated with right‐wing economic attitudes.
Non-spherical microparticle shape in Antarctica during the last glacial period affects dust volume-related metrics

Abstract. Knowledge of microparticle geometry is essential for accurate calculation of ice core volume-related dust metrics (mass, flux, and particle size distributions) and subsequent paleoclimate interpretations, yet particle shape data remain sparse in Antarctica. Here we present 41 discrete particle shape measurements, volume calculations, and calibrated continuous particle time series spanning 50–16 ka from the South Pole Ice Core (SPC14) to assess particle shape characteristics and variability. We used FlowCAM, a dynamic particle imaging instrument, to measure aspect ratios (width divided by length) of microparticles. We then compared those results to Coulter counter measurements on the same set of samples as well as high-resolution laser-based (Abakus) data collected from SPC14 during continuous flow analysis. The 41 discrete samples were collected during three periods of millennial-scale climate variability: Heinrich Stadial 1 (18–16 ka, n=6; ∼250 years per sample), the Last Glacial Maximum (LGM) (27–18 ka, n=19; ∼460 years per sample), and during both Heinrich Stadial 4 (42–36 ka, n=8; ∼620 years per sample) and Heinrich Stadial 5 (50–46 ka, n=8; ∼440 years per sample). Using FlowCAM measurements, we calculated different particle size distributions (PSDs) for spherical and ellipsoidal volume estimates. Our calculated volumes were then compared to published Abakus calibration techniques. We found that Abakus-derived PSDs calculated assuming ellipsoidal, rather than spherical, particle shapes provide a more accurate representation of PSDs measured by Coulter counter, reducing Abakus to Coulter counter flux and mass ratios from 1.82 (spherical assumption) to 0.79 and 1.20 (ellipsoidal assumptions; 1 being a perfect match). Coarser particles (>5.0 µm diameter) show greater variation in measured aspect ratios than finer particles (<5.0 µm). While fine particle volumes can be accurately estimated using the spherical assumption, applying the same assumption to coarse particles has a large effect on inferred particle volumes. Temporally, coarse and fine particle aspect ratios do not significantly change within or among the three time periods (p value >0.05), suggesting that long-range transport of dust is likely dominated by clay minerals and other elongated minerals.
Efficacy of Public Financial Management in Reducing Crime against Children: Empirical Evidence from Subnational Governments in India

Public financial management (PFM) has a significant role in linking resources to results by financing human development outcomes. When economic stimulus packages are short run in nature, thematic PFM, such as child budgeting, has a crucial role in reducing crime against children. Using fixed effects models, we explore the determinants of reduced crime against children. The PFM-related variables are found to have greater impact than economic growth per se in tackling crime against children. Capital expenditure in the social sector is found to be inversely related to crimes against children, though mere allocation in social sector budgets is not found to be effective in reducing crime rates. Specific PFM tools, like child budgeting, need to be analyzed for their role in child protection services. In India, child budgeting has been introduced in states where the rates of crime against children are also high. To understand the efficacy of child budgeting in reducing crime rates, the year of inception (year in which the child budgeting was introduced in the state) of children budgeting in a state is incorporated in the panel models. The coefficients reveal that years of inception and crime against children are inversely related, reinforcing the effectiveness of PFM tools such as child budgeting in reducing crimes. The existence of a positive link between social expenditure and the incidence of crime is at first counterintuitive, but a closer examination reveals a nonlinear relationship between crime incidence and social spending, which is revealed from the statistically significant negative squared term.
SUSTENTABILIDADE NA PERSPECTIVA DE UMA UNIVERSIDADE BRASILEIRA: DISCURSO E RELAÇÕES COM OS OBJETIVOS DE DESENVOLVIMENTO SUSTENTÁVEL SUSTAINABILITY FROM THE PERSPECTIVE OF A BRAZILIAN UNIVERSITY: DISCOURSE AND RELATIONS WITH THE SUSTAINABLE DEVELOPMENT

This article reports a study of the sustainability discourse manifested by a Brazilian Higher Education Institution, the Federal University of Paraiba. We based the research on comparing documents and institutional media and their influence on discursive formation. We employed Sociological Discourse Analysis as a research method to capture silences amid the speeches and to reveal ideologies that form actions and omissions. This way, we compared the discourse and the Sustainable Development Goals. Discursive positions, narrative configurations, and semantic spaces, considered with the Sustainable Development Goals as a parameter, revealed an organization that seeks to follow sustainability but with efforts on the social field, leaving other aspects linked to the theme in the background. The temporary closure of several organization sectors due to the COVID-19 pandemic muddled the observations and interviews. This fact may have limited our perception, impacting inferences and results. The research focused on the discourse of Higher-Level Institutions are not ordinary. Comparisons between organizational discourse and the Sustainable Development Goals can potentially reveal institutional commitments to the theme, as well as ideas that influence, positively or negatively, contexts and shared ideologies.
Cookie Compliance of Dutch Hospital Websites

We investigated to what extent Dutch hospital websites are compliant with the Algemene Verordening Gegevensbescherming (AVG), the Dutch implementation of the EU’s General Data Protection Regulation (GDPR), regarding cookie consent. No previous research had been done into cookie consent in the medical sector. We limited our scope to look at cookies that were set before any consent was given. We used OpenWPM to collect our dataset and created our cookie database for cookie categorization. By combining these lists, we could then look at the statistics. We found that 42% of all Dutch hospital websites had at least one cookie that did not comply with the AVG. The result suggests that many Dutch hospital websites need to improve their websites to make them AVG compliant. It has also shown that even the medical sector still has a high rate of non-compliance with the AVG, and we hope to encourage more research into this on a larger scale.
Reach-to-Grasp Kinematics and Kinetics in Early-Stage Alzheimer’s Disease

21 This study aimed to investigate the effects of early-stage Alzheimer’s disease (AD) on the 22 reach-to-grasp kinematics and kinetics with different visual feedbacks. Seventeen patients who 23 had been diagnosed with the early-stage AD and the same number of age- and gender-matched 24 cognitive normal (CN) adults participated in the experiment. Each subject was instructed to 25 perform the reach-to-grasp task, and the kinematic and kinetic parameters were collected and 26 calculated to quantify the characteristics for both the AD and CN groups. Results showed that 27 the early-stage AD remarkably decrease the reaching speed, reduce the grasping accuracy and 28 increase the transportation variability. In addition, the early-stage AD extended the preload 29 duration, disturbed the grip and lift forces (GF-LF) coordination, and increased the feedforward 30 proportion in the grasping force control. The AD-related changes in the reach-to-grasp 31 kinematic and kinetic parameters depended on visual feedback conditions and were associated 32 with nervous system function according to correlation analyses with the neuropsychological 33 testing. These results imply that quantifying the reach-to-grasp performance may help us better 34 understand the changes in sensorimotor control in the early-stage AD and may provide novel 35 approach to the early screening and evaluation of AD.
Effects of aquatic physical therapy on balance in post-cerebrovascular accident patients: an integrative review

Introduction : Stroke can be characterized as ischemic or hemorrhagic, and in individuals with this condition there is a decrease in their functional independence, which reproduces a decrease in quality of life. Aquatic physical therapy is an approach that stands out in the rehabilitation of these patients, mainly due to the increase in treatment due to the environment. Subjects: Patients with stroke. Objective : To update the literature on the effects of aquatic therapy on the balance of post-stroke patients, verifying the most used evaluation methods. Methods : The literature search was performed in 6 Pubmed, Web of Science, Scopus, Medline, PEDro and Cochrane databases, using the association of descriptors, keywords and Boolean operators “Stroke” AND “Hydrotherapy” OR “Hydrokinesiotherapy” OR “Aquatic Physiotherapy” AND “Balance”, stipulating inclusion and exclusion criteria. Results : Of the 259 studies identified, 14 were selected for analysis and qualitative synthesis. Overall, the results showed significant differences in the balance of individuals with cerebral vascular accident after aquatic therapy. Conclusion : When compared to conventional neurofunctional physical therapy techniques, aquatic physiotherapy has superior efficacy. The most used evaluative means are the Berg Balance Scale and Timed Up and Go, as they are tools that are quick and easy to apply, in addition to being highly effective, demonstrating the relevance of the study in aspects of functional recovery in the midst of dysfunctions arising from neurological impairments. busca na literatura foi realizada em 6 bases de dados Pubmed, Web of Science, Scopus, Medline, PEDro e Cochrane, utilizando a associação de descritores, palavras-chave e operadores booleanos “Stroke” AND “Hydrotherapy” OR “Hydrokinesiotherapy” OR “Aquatic Physiotherapy” AND “Balance”, estipulando critérios de inclusão e exclusão. Resultados : Dos 259 estudos identificados, foram selecionados 14 para análise e síntese qualitativa. No geral, os resultados evidenciaram diferenças significativas no equilíbrio de indivíduos com AVE após terapia aquática. Conclusão : Quando comparada às técnicas de fisioterapia neurofuncional convencionais, a fisioterapia aquática apresenta superioridade de eficácia. Os meios avaliativos mais utilizados são a Berg Balance Scale e a Timed Up and Go por se tratarem de ferramentas de rápida e fácil aplicação, além de alta eficácia, demonstrando a relevância do estudo em aspectos de reabilitação funcional em meio a disfunções advindas de comprometimentos neurológicos.