wanyu/IteraTeR_v2 huggingface dataset:
Original:  The first main result shows that for any possible combination of these properties and their negations  there is a homoegenous monoid with exactly this combination of properties.
Revised:  The first main result shows that for any consistent combination of these properties and their negations there is a homoegenous monoid with exactly this combination of properties.
Edit intent: clarity
Original:  The first main result shows that for any possible combination of these properties and their negations  there is a homoegenous monoid with exactly this combination of properties.
Revised:  The first main result shows that for any possible combination of these properties and their negations , there is a homoegenous monoid with exactly this combination of properties.
Edit intent: fluency
Original:  The first main result shows that for any possible combination of these properties and their negations  there is a homoegenous monoid with exactly this combination of properties.
Revised:  The first main result shows that for any possible combination of these properties and their negations there is a homogeneous monoid with exactly this combination of properties.
Edit intent: fluency
Original:  We then  extend this result to show that the same statement holds even if one restricts attention to the class of n-ary multihomogeneous monoids (meaning every side of every relation has fixed length n , and all relations are also content preserving) .
Revised:  We then extend this result to show that the same statement holds even if one restricts attention to the class of n-ary homogeneous monoids (where every side of every relation has fixed length n , and all relations are also content preserving) .
Edit intent: clarity
Original: In parallel with a long history of inquiry into action potential (AP) propagation, many studies have shown that a mechanical displacement of the axonal membrane accompanies the well characterized electrical pulse .
Revised: Many studies have shown that a mechanical displacement of the axonal membrane accompanies the well characterized electrical pulse .
Edit intent: clarity
Original:  Despite a large and diverse body of experimental evidence, there is no theoretical consensus either for the physical basis for this mechanical wave nor its interdependence with the electrical signal.
Revised:  Despite a large and diverse body of experimental evidence, there is no theoretical consensus either for the physical basis of this mechanical wave nor its interdependence with the electrical signal.
Edit intent: fluency
Original:  In this manuscript we present a model for these mechanical displacements as arising from the driving of surface wave modes in which potential energy is stored in elastic properties of the neuronal membrane and cytoskeleton while kinetic energy is stored in the movement of the axoplasmic fluid.
Revised:  In this manuscript we present a model for these mechanical displacements as arising from the driving of surface wave modes in which potential energy is stored in elastic properties of the neuronal membrane and cytoskeleton while kinetic energy is carried by the axoplasmic fluid.
Edit intent: clarity
Original:  In our model these surface waves are driven by the traveling wave of electrical depolarization that characterizes the AP, which alter the compressive electrostatic forces across the membrane as it passes.
Revised:  In our model these surface waves are driven by the traveling wave of electrical depolarization that characterizes the AP, altering the compressive electrostatic forces across the membrane as it passes.
Edit intent: coherence
Original:  Our model for these co-propagating mechanical displacements, which we term Action Waves (AWs)  allows us to predict, in terms of elastic constants, axon radius and axoplasmic density and viscosity, the shape of the AW that should accompany any traveling wave of voltage, including the AP predicted by the Hodgkin and Huxley (HH) equations.
Revised:  This driving leads to co-propagating mechanical displacements, which we term Action Waves (AWs) allows us to predict, in terms of elastic constants, axon radius and axoplasmic density and viscosity, the shape of the AW that should accompany any traveling wave of voltage, including the AP predicted by the Hodgkin and Huxley (HH) equations.
Edit intent: clarity
Original:  Our model for these co-propagating mechanical displacements, which we term Action Waves (AWs)  allows us to predict, in terms of elastic constants, axon radius and axoplasmic density and viscosity, the shape of the AW that should accompany any traveling wave of voltage, including the AP predicted by the Hodgkin and Huxley (HH) equations.
Revised:  Our model for these co-propagating mechanical displacements, which we term Action Waves (AWs) . Our model for these AWs allows us to predict, in terms of elastic constants, axon radius and axoplasmic density and viscosity, the shape of the AW that should accompany any traveling wave of voltage, including the AP predicted by the Hodgkin and Huxley (HH) equations.
Edit intent: fluency
Original:  We compare our predictions to results in model systems including the garfish olfactory nerve and the squid giant axon.
Revised:  We show that our model makes predictions that are in agreement with results in experimental systems including the garfish olfactory nerve and the squid giant axon.
Edit intent: clarity
Original:  Where they have been measured, our results are in qualitative and often quantitative agreement with experiment.
Edit intent: clarity
Original: We mapped current and future  suitability for malaria transmission in Africa using a new model that incorporates nonlinear physiological responses to temperature of the Anopheles gambiae mosquito vector and the malaria parasite  .
Revised: We mapped current and future temperature suitability for malaria transmission in Africa using a new model that incorporates nonlinear physiological responses to temperature of the Anopheles gambiae mosquito vector and the malaria parasite .
Edit intent: fluency
Original: We mapped current and future  suitability for malaria transmission in Africa using a new model that incorporates nonlinear physiological responses to temperature of the Anopheles gambiae mosquito vector and the malaria parasite  .
Revised: We mapped current and future suitability for malaria transmission in Africa using a new model that incorporates nonlinear physiological responses to temperature of the mosquito vector Anopheles gambiae and the malaria parasite .
Edit intent: fluency
Original:  We found that a larger area of Africa currently approaches the ideal temperature for transmission than previously supposed.
Revised:  We found that a larger area of Africa currently experiences the ideal temperature for transmission than previously supposed.
Edit intent: clarity
Original:  Under future climate projections, we predicted a net increase in area marginally suitable for malaria transmission, but a net decrease in highly suitable area.
Revised:  Under future climate projections, we predicted a modest increase in the overall area suitable for malaria transmission, but a net decrease in highly suitable area.
Edit intent: clarity
Original:  Under future climate projections, we predicted a net increase in area marginally suitable for malaria transmission, but a net decrease in highly suitable area.
Revised:  Under future climate projections, we predicted a net increase in area marginally suitable for malaria transmission, but a net decrease in the most suitable area.
Edit intent: clarity
Original:  Combined with population density projections, our maps suggest that the location of the most people at risk for severe, year-round  transmission will shift from coastal West Africa to the Albertine Rift between Democratic Republic of Congo and Uganda, and seasonal transmission suitability will shift toward sub-Saharan coastal areas.
Revised:  Combined with population density projections, our maps suggest that areas with temperatures suitable for year-round transmission will shift from coastal West Africa to the Albertine Rift between Democratic Republic of Congo and Uganda, and seasonal transmission suitability will shift toward sub-Saharan coastal areas.
Edit intent: clarity
Original:  Combined with population density projections, our maps suggest that the location of the most people at risk for severe, year-round  transmission will shift from coastal West Africa to the Albertine Rift between Democratic Republic of Congo and Uganda, and seasonal transmission suitability will shift toward sub-Saharan coastal areas.
Revised:  Combined with population density projections, our maps suggest that the location of the most people at risk for severe, year-round transmission will shift from coastal West Africa to the Albertine Rift between Democratic Republic of Congo and Uganda, while areas with seasonal transmission suitability will shift toward sub-Saharan coastal areas.
Edit intent: clarity
Original:  Although severe hypoglycemia normally produces adverse effects such as seizure and coma, it is relatively safe following keto-adaptation .
Revised:  Although severe hypoglycemia normally produces adverse effects such as seizure and coma, it is relatively safe following ketoadaptation .
Edit intent: clarity
Original: The fitness-level technique is a simple and old way to derive upper bounds for the expected runtime of simple elitist evolutionary algorithms (EAs) .
Revised: Understanding how the time-complexity of evolutionary algorithms (EAs) .
Edit intent: clarity
Original:  We conjecture that that the dichotomy also holds for |D|>4.
Revised:  We conjecture that the dichotomy also holds for |D|>4.
Edit intent: fluency
Original: The objective of this study was to characterize the spatiotemporal dynamics and climatic and social-ecological risk factors associated with the largest dengue outbreak to date in Machala, Ecuador .
Revised: The objective of this study was to characterize the spatiotemporal dynamics and climatic and social-ecological risk factors associated with the largest dengue epidemic to date in Machala, Ecuador .
Edit intent: clarity
Original:  We examined georeferenced dengue cases (n=1673) and available census and entomological surveillance data to identify potential social-ecological variables associated with the presence of dengue fever in Machala in 2010.
Revised:  We examined georeferenced dengue cases , national census data, and entomological surveillance data to identify potential social-ecological variables associated with the presence of dengue fever in Machala in 2010.
Edit intent: clarity
Original:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) using wavelet analyses, to identify significant frequency bands (e.g., annual, biannual time periods) when minimum temperature and rainfall co-varied with dengue, and  the climate conditions associated with the 2010 outbreak.
Revised:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) to identify significant frequency bands (e.g., annual, biannual time periods) when minimum temperature and rainfall co-varied with dengue, and the climate conditions associated with the 2010 outbreak.
Edit intent: clarity
Original:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) using wavelet analyses, to identify significant frequency bands (e.g., annual, biannual time periods) when minimum temperature and rainfall co-varied with dengue, and  the climate conditions associated with the 2010 outbreak.
Revised:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) using wavelet analyses, to identify significant time periods (e.g., annual, biannual time periods) when minimum temperature and rainfall co-varied with dengue, and the climate conditions associated with the 2010 outbreak.
Edit intent: clarity
Original:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) using wavelet analyses, to identify significant frequency bands (e.g., annual, biannual time periods) when minimum temperature and rainfall co-varied with dengue, and  the climate conditions associated with the 2010 outbreak.
Revised:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) using wavelet analyses, to identify significant frequency bands (e.g., annual, biannual ) when climate co-varied with dengue, and the climate conditions associated with the 2010 outbreak.
Edit intent: clarity
Original:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) using wavelet analyses, to identify significant frequency bands (e.g., annual, biannual time periods) when minimum temperature and rainfall co-varied with dengue, and  the climate conditions associated with the 2010 outbreak.
Revised:  We evaluated (quasi-) periodicity in weekly climate and dengue incidence (2003-2012) using wavelet analyses, to identify significant frequency bands (e.g., annual, biannual time periods) when minimum temperature and rainfall co-varied with dengue, and to describe the climate conditions associated with the 2010 outbreak.
Edit intent: clarity
Original:  Wavelet analyses revealed significant annual and biannual periodicities where dengue transmission co-varied with rainfall and minimum temperature , and anomalously high rainfall and temperatures  associated with the 2010 outbreak.
Revised:  Wavelet analyses revealed that dengue transmission co-varied with rainfall and minimum temperature , and anomalously high rainfall and temperatures associated with the 2010 outbreak.
Edit intent: clarity
Original:  Wavelet analyses revealed significant annual and biannual periodicities where dengue transmission co-varied with rainfall and minimum temperature , and anomalously high rainfall and temperatures  associated with the 2010 outbreak.
Revised:  Wavelet analyses revealed significant annual and biannual periodicities where dengue transmission co-varied with rainfall and minimum temperature , and anomalously high rainfall and temperatures were associated with the 2010 outbreak.
Edit intent: clarity
Original:  Findings indicate the potential to develop dengue vulnerability and risk maps that feed into climate-driven dengue early warning systems and inform disease prevention and control  .
Revised:  Our findings highlight the importance of geospatial information in dengue surveillance and the potential to develop dengue vulnerability and risk maps that feed into climate-driven dengue early warning systems and inform disease prevention and control .
Edit intent: clarity
Original:  Findings indicate the potential to develop dengue vulnerability and risk maps that feed into climate-driven dengue early warning systems and inform disease prevention and control  .
Revised:  Findings indicate the potential to develop a climate-driven dengue early warning systems and inform disease prevention and control .
Edit intent: clarity
Original:  Findings indicate the potential to develop dengue vulnerability and risk maps that feed into climate-driven dengue early warning systems and inform disease prevention and control  .
Revised:  Findings indicate the potential to develop dengue vulnerability and risk maps that feed into climate-driven spatiotemporal prediction models to inform disease prevention and control .
Edit intent: clarity
Original:  Findings indicate the potential to develop dengue vulnerability and risk maps that feed into climate-driven dengue early warning systems and inform disease prevention and control  .
Revised:  Findings indicate the potential to develop dengue vulnerability and risk maps that feed into climate-driven dengue early warning systems and inform disease prevention and control interventions .
Edit intent: clarity
Original:  Since the added value of an alternative metric, as an additional metric compared with traditional citation counts, is greater the less it correlates with traditional citation counts, the greatest added value - according to the meta-analysis - is associated with Twitter citations.
Edit intent: coherence
Original: We address the problem of localising a mobile terrminal ("blind" node) in unknown position from a set of "anchor" nodes in known positions.
Revised: We address the problem of localising a mobile terminal ("blind" node) in unknown position from a set of "anchor" nodes in known positions.
Edit intent: fluency
Original:  We validate the proposed method in two experimental setting , indoor and outdoor, using exclusively low-cost Commercial-Off-The-Shelf WiFi devices, and obtain sub-meter accuracy in  Line-of-Sight conditions  .
Revised:  We validate the proposed method in two experimental setting , indoor and outdoor, using exclusively low-cost Commercial-Off-The-Shelf WiFi devices, achieving sub-meter accuracy in Line-of-Sight conditions .
Edit intent: coherence
Original:  Considering the very minimal requirement on the system --- basically, only that anchors in known positions are able to collect and share reception timestamps --- the proposed approach can enable practical adoption of opportunistic and/or cooperative localisation on top of existing radio communication systems.
Revised:  Considering the very minimal requirement on the system - basically, only that anchors in known positions are able to collect and share reception timestamps --- the proposed approach can enable practical adoption of opportunistic and/or cooperative localisation on top of existing radio communication systems.
Edit intent: fluency
Original:  Considering the very minimal requirement on the system --- basically, only that anchors in known positions are able to collect and share reception timestamps --- the proposed approach can enable practical adoption of opportunistic and/or cooperative localisation on top of existing radio communication systems.
Revised:  Considering the very minimal requirement on the system --- basically, only that anchors in known positions are able to collect and share reception timestamps - the proposed approach can enable practical adoption of opportunistic and/or cooperative localisation on top of existing radio communication systems.
Edit intent: fluency
Original:  We validate the proposed method in different experimental settings, indoor and outdoor, using exclusively low-cost Commercial-Off-The-Shelf WiFi devices, achieving sub-meter accuracy in full Line-of-Sight conditions and meter-level accuracy in mild NLOS environment.
Revised:  We validate the proposed method in different experimental settings, indoor and outdoor, using exclusively low-cost Commercial-Off-The-Shelf WiFi devices, achieving sub-meter accuracy in full Line-of-Sight conditions and meter-level accuracy in mild Non-line-of-sight environment.
Edit intent: clarity
Original:  Furthermore, this overfitting can be detected and avoided through cross-validation in which the GMRQ is evaluated for the purpose of model selection on data that was held out during training .
Revised:  This overfitting can be detected and avoided through cross-validation in which the GMRQ is evaluated for the purpose of model selection on data that was held out during training .
Edit intent: coherence
Original:  Furthermore, this overfitting can be detected and avoided through cross-validation in which the GMRQ is evaluated for the purpose of model selection on data that was held out during training .
Revised:  Furthermore, this overfitting can be detected and avoided through cross-validation .
Edit intent: coherence
Original:  These result make it possible to , for the first time, construct a unified, consistent objective function for the parameterization of Markov state models for protein dynamics which captures the tradeoff between systematic and statistical errors.
Revised:  These result make it possible to construct Markov state models for protein dynamics which captures the tradeoff between systematic and statistical errors.
Edit intent: clarity
Original:  Our experiments on Drosophila gene expression data sets show that the proposed algorithm achieves one or two orders of magnitude speedup compared to the state-of-art sparse coding algorithm.
Revised:  Our experiments on Drosophila gene expression data sets demonstrate the efficiency and the effectiveness of the proposed algorithm.
Edit intent: clarity
Original:  Since splitting methods are limited to order two in this case , we propose a stable extrapolation method in order to construct a numerical scheme of order four.
Revised:  Since splitting methods are limited to order two in this case , we propose a stable extrapolation method in order to construct an efficient numerical scheme of order four.
Edit intent: clarity
Original:  In addition, the conservation properties of the numerical schemes under consideration are investigated.
Revised:  In addition, the conservation properties of the numerical schemes under consideration is investigated.
Edit intent: fluency
Original:  We first abstract these real-world problems as a multi-facility resource allocation problem, and then develop two distributed optimization algorithms by exploiting the special structure of the problem.
Revised:  We first abstract these real-world problems as a multi-facility resource allocation problem, and then present two distributed optimization algorithms by exploiting the special structure of the problem.
Edit intent: clarity
Original: The Article-level metrics or altmetrics becomes a new trendsetter in recent times for measuring  impact of scientific publications and their social outreach to intended audiences.
Revised: The Article-level metrics or altmetrics becomes a new trendsetter in recent times for measuring the impact of scientific publications and their social outreach to intended audiences.
Edit intent: fluency
Original:  The popular social networks such as Facebook, Twitter  and Linkedin and social bookmarks such as Mendeley and CiteULike are nowadays widely used for communicating research to larger transnational audiences.
Revised:  The popular social networks such as Facebook, Twitter , and Linkedin and social bookmarks such as Mendeley and CiteULike are nowadays widely used for communicating research to larger transnational audiences.
Edit intent: fluency
Original:  In 2012, the San Francisco Declaration on Research Assessment (DORA) got signed by the scientific and researchers communities across the world.
Revised:  In 2012, the San Francisco Declaration on Research Assessment got signed by the scientific and researchers communities across the world.
Edit intent: clarity
Original:  This Declaration has given preference to the article-level metrics (ALM ) or altmetrics over traditional but faulty journal impact factor (JIF)-based assessment of career scientists.
Revised:  This declaration has given preference to the article-level metrics (ALM ) or altmetrics over traditional but faulty journal impact factor (JIF)-based assessment of career scientists.
Edit intent: fluency
Original:  This Declaration has given preference to the article-level metrics (ALM ) or altmetrics over traditional but faulty journal impact factor (JIF)-based assessment of career scientists.
Revised:  This Declaration has given preference to the ALM or altmetrics over traditional but faulty journal impact factor (JIF)-based assessment of career scientists.
Edit intent: clarity
Original:  JIF does not consider impact or influence beyond citations count , as this count reflected only through Thomson Reuters  Web of Science database.
Revised:  JIF does not consider impact or influence beyond citations count as this count reflected only through Thomson Reuters Web of Science database.
Edit intent: fluency
Original:  JIF does not consider impact or influence beyond citations count , as this count reflected only through Thomson Reuters  Web of Science database.
Revised:  JIF does not consider impact or influence beyond citations count , as this count reflected only through Thomson Reuters ' Web of Science database.
Edit intent: fluency
Original:  Also JIF provides indicator related to a journal, but not related to a published paper.
Revised:  Furthermore, JIF provides indicator related to a journal, but not related to a published paper.
Edit intent: coherence