wanyu/IteraTeR_v2 huggingface dataset:
Original:  Determine representative of specific WOCE data sets Identify those oceanographic parameters, indices and fields that are essential for continuing measurements in a climate observing system on decadal time scales Develop cost effective techniques suitable for deployment in an ongoing climate observing system Major elements of the WOCE Field Program Satellite Altimetry :
Revised:  Determine representative of specific WOCE data sets Identify those oceanographic parameters, indices and fields that are essential for continuing measurements in a climate observing system on decadal time scales Develop cost effective techniques suitable for deployment in an ongoing climate observing system Major elements of the WOCE Field Program Satellite Altimetry 
Edit intent: fluency
Original:  plans built around the availability of ERS–1 and ERS–2 (European), TOPEX/POSEIDON (US/French) to study fields of surface forcing and oceanic surface topography Hydrography :
Revised:  plans built around the availability of ERS–1 and ERS–2 (European), TOPEX/POSEIDON (US/French) to study fields of surface forcing and oceanic surface topography Hydrography 
Edit intent: fluency
Original:  high quality conductivity-temperature-pressure profilers as well as free-fall instruments to provide a climatological temperature-salinity database Geochemical Tracers :
Revised:  high quality conductivity-temperature-pressure profilers as well as free-fall instruments to provide a climatological temperature-salinity database Geochemical Tracers 
Edit intent: fluency
Original:  using chemical information (such as radioactive decay and atmospheric history) of passive compounds to study the formation rates and transport of water masses on climatological timescales Ocean Surface Fluxes :
Revised:  using chemical information (such as radioactive decay and atmospheric history) of passive compounds to study the formation rates and transport of water masses on climatological timescales Ocean Surface Fluxes 
Edit intent: fluency
Original:  using in-situ and satellite measurements to quantify fluxes of heat, water and momentum (necessary for modeling thermohaline and wind-driven circulation) Satellite Winds :
Revised:  using in-situ and satellite measurements to quantify fluxes of heat, water and momentum (necessary for modeling thermohaline and wind-driven circulation) Satellite Winds 
Edit intent: fluency
Original:  using surface buoys, Voluntary Observing Ships (VOS) and satellite microwave scatterometer systems to measure the surface wind field Surface Meteorological Observations from VOS :
Revised:  using surface buoys, Voluntary Observing Ships (VOS) and satellite microwave scatterometer systems to measure the surface wind field Surface Meteorological Observations from VOS 
Edit intent: fluency
Original:  improvement of sampling and accuracy in surface meteorological measurements, as well increasing area coverage Upper Ocean Observations from Merchant Ships-of-Opportunity :
Revised:  improvement of sampling and accuracy in surface meteorological measurements, as well increasing area coverage Upper Ocean Observations from Merchant Ships-of-Opportunity 
Edit intent: fluency
Original:  expendable bathythermograph (XBT) sampling lines to study changes in heat content of the upper ocean In-Situ Sea Level Measurements :
Revised:  expendable bathythermograph (XBT) sampling lines to study changes in heat content of the upper ocean In-Situ Sea Level Measurements 
Edit intent: fluency
Original:  upgrading and installing new sea-level gauges to calibrate altimetry measurements Drifting Buoys and Floats : surface drifting buoys provide measurements such as sea level pressure, sea-surface temperature, humidity, precipitation, surface salinity, and near-surface and mid-depth currents Moored instrumentation : provides detailed temporal information at a number of sites and depths Improved estimates of global ocean circulation, heat transport and mixing from hydrographic data, A. Ganachaud C.
Revised:  upgrading and installing new sea-level gauges to calibrate altimetry measurements Drifting Buoys and Floats surface drifting buoys provide measurements such as sea level pressure, sea-surface temperature, humidity, precipitation, surface salinity, and near-surface and mid-depth currents Moored instrumentation : provides detailed temporal information at a number of sites and depths Improved estimates of global ocean circulation, heat transport and mixing from hydrographic data, A. Ganachaud C.
Edit intent: fluency
Original:  upgrading and installing new sea-level gauges to calibrate altimetry measurements Drifting Buoys and Floats : surface drifting buoys provide measurements such as sea level pressure, sea-surface temperature, humidity, precipitation, surface salinity, and near-surface and mid-depth currents Moored instrumentation : provides detailed temporal information at a number of sites and depths Improved estimates of global ocean circulation, heat transport and mixing from hydrographic data, A. Ganachaud C.
Revised:  upgrading and installing new sea-level gauges to calibrate altimetry measurements Drifting Buoys and Floats : surface drifting buoys provide measurements such as sea level pressure, sea-surface temperature, humidity, precipitation, surface salinity, and near-surface and mid-depth currents Moored instrumentation provides detailed temporal information at a number of sites and depths Improved estimates of global ocean circulation, heat transport and mixing from hydrographic data, A. Ganachaud C.
Edit intent: fluency
Original:  In 1994, multi-party elections were held in Mozambique and consequently the lyrics to the song were officially removed, as they were felt to be inappropriate in a multi-party, capitalist country.
Revised:  In 1994, multi-party elections were held in Mozambique and consequently the lyrics to the anthem were often omitted from most public performances and radio broadcasts, as the lyrics were felt to be inappropriate in a multi-party, capitalist country.
Edit intent: clarity
Original:  In April 1997, the Mozambican government initiated a  contest to see who could write the best new lyrics for the national anthem.
Revised:  In April 1997, the Mozambican government initiated a national contest to see who could write the best new lyrics for the national anthem.
Edit intent: fluency
Original:  History The anthem was written by Justino Sigaulane Chemane in 1975 and was adopted as the  anthem of the People's Republic of Mozambique on June 25th, 1975.
Revised:  History It was written by Justino Sigaulane Chemane in 1975 and was adopted as the anthem of the People's Republic of Mozambique on June 25th, 1975.
Edit intent: fluency
Original:  History The anthem was written by Justino Sigaulane Chemane in 1975 and was adopted as the  anthem of the People's Republic of Mozambique on June 25th, 1975.
Revised:  History The anthem was written by Justino Sigaulane Chemane in 1975 and was adopted as the national anthem of the People's Republic of Mozambique on June 25th, 1975.
Edit intent: clarity
Original:  In 1994, multi-party elections were held in Mozambique and consequently the lyrics to the anthem were often omitted from most public performances and radio broadcasts, as the lyrics were felt to be inappropriate in a multi-party, capitalist country.
Revised:  In 1994, multi-party elections were held in Mozambique and consequently the lyrics to it were often omitted from most public performances and radio broadcasts, as the lyrics were felt to be inappropriate in a multi-party, capitalist country.
Edit intent: clarity
Original: Lyrics PortugueseOfficial URL Literal translation Viva Viva a FRELIMO, Guia do Povo Moçambicano!
Revised: Lyrics PortugueseOfficial URL translation Viva Viva a FRELIMO, Guia do Povo Moçambicano!
Edit intent: clarity
Original: He has published a number of works on contemporary issues that effect the common man and also the wins who toil in the lower wrungs of the society.
Revised: He has published a number of works on contemporary issues that affect the common man and also the wins who toil in the lower wrungs of the society.
Edit intent: fluency
Original: He has published a number of works on contemporary issues that effect the common man and also the wins who toil in the lower wrungs of the society.
Revised: He has published a number of works on contemporary issues that effect the common man and also the ones who toil in the lower wrungs of the society.
Edit intent: fluency
Original:  He has published a number of works on contemporary issues that affect the common man and also the ones who toil in the lower wrungs of the society.
Revised:  He has published a number of works on contemporary issues that affect the common man and also the ones who toil in the lower rungs of the society.
Edit intent: fluency
Original:  His collections are  Karutha Kallu (Kottayam: D. C. Books, 2000) , Meenkaran (Kottayam: D. C. Books, 2003) , Identity card (Kottayam: D. C. Books, 2005) and Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu (Kothamangalam: Saikatham Books, 2011).
Revised:  His collections are Karutha Kallu (Kottayam: D. C. Books, 2000) Meenkaran (Kottayam: D. C. Books, 2003) , Identity card (Kottayam: D. C. Books, 2005) and Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu (Kothamangalam: Saikatham Books, 2011).
Edit intent: fluency
Original:  His collections are  Karutha Kallu (Kottayam: D. C. Books, 2000) , Meenkaran (Kottayam: D. C. Books, 2003) , Identity card (Kottayam: D. C. Books, 2005) and Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu (Kothamangalam: Saikatham Books, 2011).
Revised:  His collections are Karutha Kallu (Kottayam: D. C. Books, 2000) , Meenkaran (Kottayam: D. C. Books, 2003) Identity card (Kottayam: D. C. Books, 2005) and Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu (Kothamangalam: Saikatham Books, 2011).
Edit intent: fluency
Original:  His collections are  Karutha Kallu (Kottayam: D. C. Books, 2000) , Meenkaran (Kottayam: D. C. Books, 2003) , Identity card (Kottayam: D. C. Books, 2005) and Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu (Kothamangalam: Saikatham Books, 2011).
Revised:  His collections are Karutha Kallu (Kottayam: D. C. Books, 2000) , Meenkaran (Kottayam: D. C. Books, 2003) , Identity card (Kottayam: D. C. Books, 2005) Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu (Kothamangalam: Saikatham Books, 2011).
Edit intent: coherence
Original:  Uppante Kooval Varakkunnu won the 2012 Kerala Sahitya Akademi Award .  &  Category:1965 births Category:Living people Category:Indian writers Category:Indian poets Category:People from Kerala Category:Malayali people Category:Malayalam-language writers Category:Malayalam poets  Category:Recipients of the Kerala Sahitya Akademi Awa
Revised:  & Category:1965 births Category:Living people Category:Indian writers Category:Indian poets Category:People from Kerala Category:Malayali people Category:Malayalam-language writers Category:Malayalam poets Category:Recipients of the Kerala Sahitya Akademi Awa
Edit intent: coherence
Original: Bibliography Poetry collections Karutha Kallu (Kottayam: D. C. Books, 2000) Meenkaran (Kottayam: D. C. Books, 2003) Identity card (Kottayam: D. C. Books, 2005) Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu ( Kothamangalam: Saikatham Books, 2011).
Revised: Bibliography Poetry collections Karutha Kallu (Kottayam: D. C. Books, 2000) Meenkaran (Kottayam: D. C. Books, 2003) Identity card (Kottayam: D. C. Books, 2005) Uppante Kooval Varakkunnu (Kottayam: D. C. Books, 2011) Vellam Ethra Lalithamanu ( 2011).
Edit intent: coherence
Original: Jennifer MillerJennifer Miller (born 1961) is an American circus entertainer, writer, and professor at Pratt Institute in Brooklyn, NY. She has lived with a beard for most of her life, which is very rare for her sex .
Revised: Jennifer MillerJennifer Miller (born 1961) is an American circus entertainer, writer, and professor at Pratt Institute in Brooklyn, NY. She has lived with a beard for most of her life, .
Edit intent: coherence
Original: Jennifer MillerJennifer Miller (born 1961) is an American circus entertainer, writer, and professor at Pratt Institute in Brooklyn, NY. She has lived with a beard for most of her life , . She is a juggler and fire eater.
Revised: Jennifer MillerJennifer Miller (born 1961) is an American circus entertainer, writer, and professor at Pratt Institute in Brooklyn, NY. She has lived with a beard for most of her life . She is a juggler and fire eater.
Edit intent: fluency
Original: Italic text Raju Narayana Swamy (born 24 May 1968) is an 1991-batch Indian Administrative Service officer belonging to the Kerala cadre, who is presently posted as the Principal Secretary to the State Government.
Revised:  Raju Narayana Swamy (born 24 May 1968) is an 1991-batch Indian Administrative Service officer belonging to the Kerala cadre, who is presently posted as the Principal Secretary to the State Government.
Edit intent: coherence
Original:  He has been awarded the 2018 Satyendra K. Dubey Memorial Award by IIT Kanpur for his professional integrity in upholding human values.
Revised:  He was awarded the 2018 Satyendra K. Dubey Memorial Award by IIT Kanpur for his professional integrity in upholding human values.
Edit intent: clarity
Original:  His mother was a college professor  Narayana Swamy was appointed as the chairman of the CDB in August 2018, where he unearthed alleged corruption involving the CDB's Bangalore regional director and technical officer.
Revised:  His mother was a college professor . Narayana Swamy was appointed as the chairman of the CDB in August 2018, where he unearthed alleged corruption involving the CDB's Bangalore regional director and technical officer.
Edit intent: fluency
Original: He was awarded the 2018 Satyendra K. Dubey Memorial Award by IIT Kanpur for his professional integrity in upholding human values.
Revised: He has been awarded the 2018 Satyendra K. Dubey Memorial Award by IIT Kanpur for his professional integrity in upholding human values.
Edit intent: style
Original:  His mother was a college professor . Narayana Swamy was appointed as the chairman of the CDB in August 2018, where he unearthed alleged corruption involving the CDB's Bangalore regional director and technical officer.
Revised:  His mother was a college professor Narayana Swamy was appointed as the chairman of the CDB in August 2018, where he unearthed alleged corruption involving the CDB's Bangalore regional director and technical officer.
Edit intent: fluency
Original: Raju Narayana Swamy (born 24 May 1968) is an 1991-batch Indian Administrative Service officer belonging to the Kerala cadre, who is presently posted as the Principal Secretary to the State Government.
Revised: Raju Narayana Swamy (born 24 May 1968) is a 1991-batch Indian Administrative Service officer belonging to the Kerala cadre, who is presently posted as the Principal Secretary to the State Government.
Edit intent: fluency
Original:  He was  District Magistrate and Collector of five districts in Kerala.
Revised:  He was the District Magistrate and Collector of five districts in Kerala.
Edit intent: fluency
Original:  In March 2019,  Government of India prematurely repatriated Swamy from the post of Chairman of the Coconut Development Board (CDB), because he had detected multiple instances of corruption.
Revised:  In March 2019, the Government of India prematurely repatriated Swamy from the post of Chairman of the Coconut Development Board (CDB), because he had detected multiple instances of corruption.
Edit intent: fluency
Original:  He has completed almost 16 post graduation courses in first rank.
Revised:  He has completed almost 16 post-graduation courses in first rank.
Edit intent: fluency
Original: Background Therapeutic drug monitoring (TDM) is a branch of clinical chemistry and clinical pharmacology that specializes in the measurement of medication levels in blood.
Revised:  Therapeutic drug monitoring (TDM) is a branch of clinical chemistry and clinical pharmacology that specializes in the measurement of medication levels in blood.
Edit intent: fluency
Original:  potential patient compliance problems that mighe be remedied through concentration monitoring.
Revised:  potential patient compliance problems that might be remedied through concentration monitoring.
Edit intent: fluency
Original:  This refers to clinical pharmacodynamic knowledge describing dose-concentration-response relatinships among treated patients.
Revised:  This refers to clinical pharmacodynamic knowledge describing dose-concentration-response relationships among treated patients.
Edit intent: fluency
Original:  it is most often based on the specific, accurate, precise and timely determinations of the active and.or toxic forms of drugs in biological samples collected at the appropriate times in the correct containers (PK monitoring), or can employ the measurement of a biological perimeter as a surrogate or end-point marker of effect (PD monitoring) e.g. concentration of an endrogenous compound, enzymatic activity, gene expression, etc. either as a complement to PK monitoring or as the main TDM tool;
Revised:  it is most often based on the specific, accurate, precise and timely determinations of the active and.or toxic forms of drugs in biological samples collected at the appropriate times in the correct containers (PK monitoring), or can employ the measurement of a biological perimeter as a surrogate or end-point marker of effect (PD monitoring) e.g. concentration of an endogenous compound, enzymatic activity, gene expression, etc. either as a complement to PK monitoring or as the main TDM tool;
Edit intent: fluency
Original:  Laakso, M Bjork, BC ( 2013 ) Delayed Open Access .Harnad, S. (2013) Defining OA: The Green/Gold and Immediate/Delayed Distinction.
Revised:  Bjork, BC ( 2013 ) Delayed Open Access .Harnad, S. (2013) Defining OA: The Green/Gold and Immediate/Delayed Distinction.
Edit intent: coherence
Original:  DOAJ - Directory of Open Access Journals In January 2017, the Journal of Experimental Medicine announced that it will now be charging Article Processing Charges for delayed open access
Revised:  In January 2017, the Journal of Experimental Medicine announced that it will now be charging Article Processing Charges for delayed open access
Edit intent: coherence
Original:  A 2013 study looked at more than 110,000 articles from 492 journals with delayed open access and found the impact factor of articles in delayed open access journals was twice as high as traditional closed access journals (and , three times as high as gold open access journal).
Revised:  A 2013 study looked at more than 110,000 articles from 492 journals with delayed open access and found the impact factor of articles in delayed open access journals was twice as high as traditional closed access journals (and three times as high as gold open access journal).
Edit intent: fluency
Original:  A 2013 study looked at more than 110,000 articles from 492 journals with delayed open access and found the impact factor of articles in delayed open access journals was twice as high as traditional closed access journals (and three times as high as gold open access journal ).
Revised:  A 2013 study looked at more than 110,000 articles from 492 journals with delayed open access and found the impact factor of articles in delayed open access journals was twice as high as traditional closed access journals (and three times as high as gold open access journals ).
Edit intent: fluency
Original:  Therefore there is little evidence or justification supporting the need for embargo periods .
Revised:  Therefore there is little evidence or justification supporting the need for embargo periods 
Edit intent: fluency
Original:  Notes%DIFDELCMD < %DIFDELCMD < %%% References Category:Academic publishing Category:Open access (publishing) Category:Publishi
Revised:  %DIFDELCMD < %DIFDELCMD < %%% References Category:Academic publishing Category:Open access (publishing) Category:Publishi
Edit intent: fluency
Original:  Notes%DIFDELCMD < %DIFDELCMD < %%% References Category:Academic publishing Category:Open access (publishing) Category:Publishi
Revised:  Notes%DIFDELCMD < %DIFDELCMD < %%% Category:Academic publishing Category:Open access (publishing) Category:Publishi
Edit intent: coherence
Original:  txt, csv, sp, spt.mcd files, Matlab files, NDF 2016 Link CRCNS GNU GPLv3 Electrophysiological tool Matlab and NWB 2016 Link EEGBase CC-BY-SA-NC Electrophysiological tool XML, avg, vmrk, vhdr 2016 Link G-node BSD-3 Electrophysiological tool Matlab, g-node data API, NIX 2014 Link LORIS GNU GPLv3 EDC and neuroimaging tool Excel / CVS files and Minc, NlfTi, MEG, FreeSurfe 2015 ? NeuroMat NES MPL 2.0 EDC and data repository for eletrophysiological (next version)
Revised:  txt, csv, sp, spt.mcd files, Matlab files, NDF 2016 Link CRCNS GNU GPLv3 Electrophysiological tool Matlab and NWB 2016 Link EEGBase CC-BY-SA-NC Electrophysiological tool XML, avg, vmrk, vhdr 2016 Link G-node BSD-3 Electrophysiological tool Matlab, g-node data API, NIX 2014 Link LORIS GNU GPLv3 EDC and neuroimaging tool Excel / CVS files and Minc, NlfTi, MEG, FreeSurfe 2015 Link NeuroMat NES MPL 2.0 EDC and data repository for eletrophysiological (next version)
Edit intent: fluency
Original:  United States based MakroCare Europe based URL Provides Cloud based CTMS systems.
Revised:  United States based MakroCare 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% SureClinical provides a cloud-based CTMS, eTMF, and FDA/EC part 11 compliant digital signing as part of an eClinical enterprise collaboration platform.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  SimpleTrials offers a validated, on-demand CTMS that includes eTMF and payment tracking.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Cloudbyz offers innovative, integrated and digital Clinical Trial Management solutions on the Salesforce 1 cloud platform.
Revised: %DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: coherence
Original:  Jeeva eClinical Cloud offers a modular FDA/EC part 11 compliant software as a service (SaaS) CTMS developed by Jeeva Informatics Solutions Inc., used by biotechnology, pharmaceutical, medical device, contract research, and non-profit organizations as well as health systems.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% MyTrials implemented by Parexel, used by major pharma companies. eClinPro Clinical Trials by Professionals - CTMS, eSource, eDocs and Text Message Provider for Clinical Research companies.
Revised: %DIFDELCMD < %DIFDELCMD < %%% eClinPro Clinical Trials by Professionals - CTMS, eSource, eDocs and Text Message Provider for Clinical Research companies.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% MyTrials implemented by Parexel, used by major pharma companies. eClinPro Clinical Trials by Professionals - CTMS, eSource, eDocs and Text Message Provider for Clinical Research companies.
Revised: %DIFDELCMD < %DIFDELCMD < %%% MyTrials implemented by Parexel, used by major pharma companies. 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Open source projects VOXCE, an open source CTMS (clinical trial management system) github.com/trialmanager/voxce Phoenix CTMS, an integrated open source CTMS, PRS (patient recruitment system) and CDMS (clinical data management system) github.com/phoenixctms FreeLIMS, Free Clinical Laboratory Information Management System (LIMS) Hosted on the Cloud
Revised: %DIFDELCMD < %DIFDELCMD < %%% .
Edit intent: coherence
Original: In the early phases of clinical trials, when the number of patients and tests are small, in-house or home-grown program are typically used to handle their data.
Revised: In the early phases of clinical trials, when the number of patients and tests are small, in-house or home-grown programs are typically used to handle their data.
Edit intent: fluency