wanyu/IteraTeR_full_sent huggingface dataset:
Original:  Fitting the parameters to Eurocrisis data shows that , before the crisis, the  system was mostly in the " calm " regime while during the Eurocrisis it went into the " panicked " regime.
Revised:  Fitting the parameters to Eurocrisis data shows that , before the crisis, the system was mostly in the " calm " regime while during the Eurocrisis it went into the " unstable " regime.
Edit intent: clarity
Original:  In addition, we observe that asset diversification has no clear correlation with our BankRank. Thus diversification is neither reducing systemic, nor necessarily providing routes for contagion. These suggest that our model may provide a useful tool for determining the vulnerability of banks and assets to shocks and for simulating shared portfolio networks in general .
Revised:  Our model also proves useful for determining the vulnerability of banks and assets to shocks and for simulating shared portfolio networks in general .
Edit intent: clarity
Original: In the present work we study the solution  existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Revised: We study the solution existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Edit intent: clarity
Original: In the present work we study the solution  existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Revised: In the present work we study the solution 's existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Edit intent: fluency
Original: In the present work we study the solution  existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Revised: In the present work we study the solution existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general in which acontingent CSA has been set between the parties .
Edit intent: clarity
Original: In the present work we study the solution  existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Revised: In the present work we study the solution existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract contingent CSA has been set between the parties .
Edit intent: clarity
Original: In the present work we study the solution  existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Revised: In the present work we study the solution existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which a has been set between the parties .
Edit intent: clarity
Original: In the present work we study the solution  existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA has been set between the parties .
Revised: In the present work we study the solution existence for a generalized Dynkin game of switching type which is shown to be the natural representation for general defaultable OTC contract in which acontingent CSA defaultable OTC contract with contingent CSA .
Edit intent: meaning-changed
Original:  This is a theoretical counterparty risk mitigation mechanism that allows the counterparty of a general OTC contract to switch from zero to full/perfect collateralization and switch back whenever she wants until contract maturity paying some switching costs and taking into account the running costs that emerge over time.
Revised:  This is a theoretical counterparty risk mitigation mechanism that allows the counterparty of a general OTC contract to switch from zero to full/perfect collateralization and switch back whenever she wants until contract maturity paying some switching costs and taking into account the running costs that emerge over time.
Edit intent: fluency
Original:  We have also proved its existence under strong condition ( in the so called \emph{symmetric case ) highlighting in conclusion some interesting applications in finance and future researches .
Revised:  We then provide the basic ideas to numerically search the game equilibrium via an iterative optimal stopping approach and we show the existence of the solution for our problem under strong condition ( in the so called \emph{symmetric case ) highlighting in conclusion some interesting applications in finance and future researches .
Edit intent: meaning-changed
Original: URLanism from various kingdoms of life face the challenge of regulating their size. Despite decades of research, we still do not have a good understanding of the molecular mechanisms involved in this regulation, and how cells coordinate the different events of the cell cycle , such as growth, division and DNA replication is still unclear. Here, we report on experimental results for the budding yeast Saccharomyces cerevisiae and the bacterium Escherichia coli, showing that, remarkably, they share a common strategy for cell size control. We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Revised: To maintain a constant cell size, dividing cells have to coordinate cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Edit intent: clarity
Original:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Revised:  We collected data on single-cell growth and cell cycle events with cell growth . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Edit intent: clarity
Original:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Revised:  We collected data on single-cell growth and cell cycle progression in S . This coordination has for long been supposed to rely on the existence of size thresholds determining cell cycle progression ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Edit intent: meaning-changed
Original:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Revised:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of 1] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Edit intent: meaning-changed
Original:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Revised:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ]. In budding yeast, size is controlled at the G1/S transition ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Edit intent: meaning-changed
Original:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Revised:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] 11] size at birth and interdivision time as well as their correlations throughout cell lineages.
Edit intent: meaning-changed
Original:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages.
Revised:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ]. In agreement with this hypothesis, the size at birth and interdivision time as well as their correlations throughout cell lineages.
Edit intent: meaning-changed
Original:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth and interdivision time as well as their correlations throughout cell lineages. We also performed the same analysis on previously collected data on single-cell growth and division in E. coli. The results are in quantitative agreement with the predictions of the incremental model , which leads to the ] addition of a constant volume ( up to fluctuations), independent of size at birth, between birth and division;
Revised:  We collected data on single-cell growth and cell cycle progression in S . cerevisiae in several growth media and estimated the distributions of ] ] size at birth influences the time spent in G1: smaller cells have a longer G1 period ] addition of a constant volume ( up to fluctuations), independent of size at birth, between birth and division;
Edit intent: meaning-changed
Original:  The results are in quantitative agreement with the predictions of the incremental model , which leads to the ] addition of a constant volume ( up to fluctuations), independent of size at birth, between birth and division;
Revised:  The results are in quantitative agreement with the predictions of the incremental model , which leads to the 3] addition of a constant volume ( up to fluctuations), independent of size at birth, between birth and division;
Edit intent: meaning-changed
Original:  The results are in quantitative agreement with the predictions of the incremental model , which leads to the ] addition of a constant volume ( up to fluctuations), independent of size at birth, between birth and division;
Revised:  The results are in quantitative agreement with the predictions of the incremental model , which leads to the ]. Nevertheless, even though cells born smaller have a longer G1, the compensation is imperfect and they still bud at smaller cell sizes. In bacteria, several recent studies have shown that the incremental model of size control, in which size is controlled by addition of a constant volume ( up to fluctuations), independent of size at birth, between birth and division;
Edit intent: meaning-changed
Original:  The results are in quantitative agreement with the predictions of the incremental model , which leads to the ] addition of a constant volume ( up to fluctuations), independent of size at birth, between birth and division; we show that in URLanisms size at birth and size at division exhibit a linear relationship with slope one. This result, together with extended additional analysis supporting ] the incremental model, argues against the existing "critical size" paradigm for cell size control in bacteriaand yeast .
Revised:  The results are in quantitative agreement with the predictions of the incremental model , which leads to the ] addition of a constant volume ( in contrast to a size threshold), is able to quantitatively explain the experimental data on 4 different bacterial species ] the incremental model, argues against the existing "critical size" paradigm for cell size control in bacteriaand yeast .
Edit intent: meaning-changed
Original:  This result, together with extended additional analysis supporting ] the incremental model, argues against the existing "critical size" paradigm for cell size control in bacteriaand yeast .
Revised:  This result, together with extended additional analysis supporting ]. Here, we report on experimental results for the budding yeast Saccharomyces cerevisiae, finding, surprisingly, that cell size control in URLanism is very well described by the incremental model, argues against the existing "critical size" paradigm for cell size control in bacteriaand yeast .
Edit intent: meaning-changed
Original:  This result, together with extended additional analysis supporting ] the incremental model, argues against the existing "critical size" paradigm for cell size control in bacteriaand yeast .
Revised:  This result, together with extended additional analysis supporting ] the incremental model, argues against the existing "critical size" paradigm for cell size control with bacteria. Additionally, we argue that for S. cerevisiae the volume increment is not added from birth to division, but rather between two budding events .
Edit intent: meaning-changed
Original: The assessment of fundamental properties for economic and financial systems, such as systemic risk, is systematically hindered by privacy issues-that put severe limitations on the available information .
Revised: We address a fundamental problem that is systematically encountered when modeling complex systems: the limitedness of the information available. In the case of economic and financial systems, such as systemic risk, is systematically hindered by privacy issues-that put severe limitations on the available information .
Edit intent: clarity
Original:  Here we introduce a novel method to reconstruct  partially-accessible networked systemsof this kind. The method is based on the knowledge of the fitnesses, i.e., intrinsic node-specific properties , and of the number of connections of only a limited subset of nodes.
Revised:  Here we introduce a novel method to reconstruct partially-accessible systems, based on the knowledge of the fitnesses, i.e., intrinsic node-specific properties , and of the number of connections of only a limited subset of nodes.
Edit intent: clarity
Original:  Such information is used to calibrate a directed configuration model which can generate ensembles of  networks intended to represent the real system, so that the real network properties can be estimated within the generated ensemblein terms of mean values of the observables .
Revised:  This information is used to calibrate a directed configuration model which can generate ensembles of networks intended to represent the real system, so that the real network properties can be estimated within the generated ensemblein terms of mean values of the observables .
Edit intent: fluency
Original:  Such information is used to calibrate a directed configuration model which can generate ensembles of  networks intended to represent the real system, so that the real network properties can be estimated within the generated ensemblein terms of mean values of the observables .
Revised:  Such information is used to calibrate an inference procedure based on fundamental concepts derived from statistical physics, which allows to generate ensembles of networks intended to represent the real system, so that the real network properties can be estimated within the generated ensemblein terms of mean values of the observables .
Edit intent: meaning-changed
Original:  Such information is used to calibrate a directed configuration model which can generate ensembles of  networks intended to represent the real system, so that the real network properties can be estimated within the generated ensemblein terms of mean values of the observables .
Revised:  Such information is used to calibrate a directed configuration model which can generate ensembles of directed weighted networks intended to represent the real system, so that the real network properties can be estimated within the generated ensemblein terms of mean values of the observables .
Edit intent: meaning-changed
Original:  Such information is used to calibrate a directed configuration model which can generate ensembles of  networks intended to represent the real system, so that the real network properties can be estimated within the generated ensemblein terms of mean values of the observables .
Revised:  Such information is used to calibrate a directed configuration model which can generate ensembles of networks intended to represent the real system, so that the real network properties can be estimated with their average values within the ensemble .
Edit intent: clarity
Original:  Here we focus on estimating those properties that are commonly used to measure the network resilience to shock and crashes. Tests on both artificial and empirical networks shows that the method is remarkably robust with respect to the limitedness of the information available, thus representing a valuable tool for gaining insights on privacy-protected economic and financial systems.
Revised:  Here we focus on estimating those properties that are commonly used to measure systemic risk. Indeed, the method shows a remarkable robustness with respect to the limitedness of the information available, thus representing a valuable tool for gaining insights on privacy-protected economic and financial systems.
Edit intent: clarity
Original:  Here, we disclose the metabolic backbone of Escherichia coli using  computationally predicted fluxes that maximize the growth rate in glucose  medium, and we contrast it with the backbone of Mycoplasma pneumoniae, a much URLanism.
Revised:  Here, we disclose the metabolic backbone of Escherichia coli using the computationally predicted fluxes that maximize the growth rate in glucose medium, and we contrast it with the backbone of Mycoplasma pneumoniae, a much URLanism.
Edit intent: fluency
Original:  Here, we disclose the metabolic backbone of Escherichia coli using  computationally predicted fluxes that maximize the growth rate in glucose  medium, and we contrast it with the backbone of Mycoplasma pneumoniae, a much URLanism.
Revised:  Here, we disclose the metabolic backbone of Escherichia coli using computationally predicted fluxes which maximize the growth rate in glucose medium, and we contrast it with the backbone of Mycoplasma pneumoniae, a much URLanism.
Edit intent: fluency
Original:  Here, we disclose the metabolic backbone of Escherichia coli using  computationally predicted fluxes that maximize the growth rate in glucose  medium, and we contrast it with the backbone of Mycoplasma pneumoniae, a much URLanism.
Revised:  Here, we disclose the metabolic backbone of Escherichia coli using computationally predicted fluxes that maximize the growth rate in glucose minimal medium, and we contrast it with the backbone of Mycoplasma pneumoniae, a much URLanism.
Edit intent: meaning-changed
Original:  We find that the core of both backbones are mainly composed of reactions in ancient pathways, meaning that those reactions still remain at present significant for biomass production.
Revised:  We find that the core of both backbones are mainly composed of reactions in ancient pathways, meaning that those reactions still retain at present the central role in the evolved metabolism. In E. coli, the analysis of the core reveals a dominant direction with the synthesis of purines and pyrimidines and the metabolism of lipids ensuing after energy metabolism.
Edit intent: meaning-changed
Original:  Previous research implies that the performance of routing algorithms for evacuation proposes are sensitive to  initial distribution of evacuees, occupancy rate, disaster type as well as disaster location. In other words, a well performed algorithm in one scenario may achieve bad results in another scenario.
Revised:  Previous research implies that the performance of routing algorithms for evacuation proposes are sensitive to initial distribution of evacuees, the occupancy levels, the type of disaster and its as well its locations. Thus an algorithm that performs well in one scenario may achieve bad results in another scenario.
Edit intent: clarity
Original:  Rather than guiding evacuees with a routing algorithm directly , a robust Cognitive Packet Network based algorithm is first evaluated via a cloud-based simulator in a faster-than-real-time manner . Towards all the perished evacuees in the simulation, a variant of Dijkstra's algorithm is then employed to solve optimal paths for them and all the evacuees will finally follow the desired paths to exits.
Revised:  Rather than guiding evacuees with a routing algorithm directly , a robust Cognitive Packet Network based algorithm is first evaluated via a cloud-based simulator in a faster-than-real-time manner , and any "simulated casualties" are then re-routed using a variant of Dijkstra's algorithm is then employed to solve optimal paths for them and all the evacuees will finally follow the desired paths to exits.
Edit intent: meaning-changed
Original:  The underling structure of this asymmetrical heat flow is the hydrogen bond of normal length (~2.85 {\AA}) , that can act as a thermal diode. Also asymmetrical heat diffusion is due, in } a higher scale, to local URLanization of residues  .
Revised:  The underling structure of this asymmetrical heat flow is the hydrogen bond of normal length (~2.85 {\AA}) , that can act as a thermal rectifier. In contrast, thermal rectification was compromised in short hydrogen bonds (~2.60 } a higher scale, to local URLanization of residues .
Edit intent: meaning-changed
Original:  Firstly, we used the most common linear analysis, based on cointegrationand Granger causality tests ; secondly we applied a nonlinear approach, using mutual information to analyze nonlinear dependence. Since underlying data sets are affected by non-stationarities  , we also applied MF-DFA and MF-DXA in order to examine the multifractality nature of data and to analyze the relationship and mutual interaction between pairs of series, respectively.
Revised:  Firstly, we used the most common linear analysis, based on cointegrationand Granger causality tests and nonlinear approaches in context of mutual information and correlations. Underlying data sets are affected by non-stationarities , we also applied MF-DFA and MF-DXA in order to examine the multifractality nature of data and to analyze the relationship and mutual interaction between pairs of series, respectively.
Edit intent: clarity
Original:  Since underlying data sets are affected by non-stationarities  , we also applied MF-DFA and MF-DXA in order to examine the multifractality nature of data and to analyze the relationship and mutual interaction between pairs of series, respectively.
Revised:  Since underlying data sets are affected by non-stationarities and trends , we also applied MF-DFA and MF-DXA in order to examine the multifractality nature of data and to analyze the relationship and mutual interaction between pairs of series, respectively.
Edit intent: meaning-changed