wanyu/IteraTeR_v2 huggingface dataset:
Original:  This index is frequently used as reporting point in OECD test guideline which may be used as indication or evidence of potential endocrine disruption effect of chemicals in regulatory frame work (EFSA and ECHA, 2017)Guidance for the identification of endocrine disruptors in the context of Regulations (EU) no 528/2012 and (EC) 1107/2009 WHO/ IPCS World Health Organisation/ International Programme for Chemical Safety, 2002
Revised:  This index is frequently used as reporting point in OECD test guideline which may be used as indication or evidence of potential endocrine disruption effect of chemicals in regulatory frame work (EFSA and ECHA, 2017)Guidance for the identification of endocrine disruptors in the context of Regulations (EU) no 528/2012 and (EC) 1107/2009 WHO/ IPCSWorld Health Organisation/ International Programme for Chemical Safety, 2002
Edit intent: fluency
Original:  These saltwater intrusions occur more so now that the high tides have become higher, and more frequently flood the islands.
Revised:  These saltwater intrusions occur more often now that the high tides have become higher, and more frequently flood the islands.
Edit intent: clarity
Original:  Fekei is made on all the islands, and consists of pulaka which is grated (typically this is woman's work ) with the aid of limestone with holes drilled in it.
Revised:  Fekei is made on all the islands, and consists of pulaka which is grated (typically this is done by the women ) with the aid of limestone with holes drilled in it.
Edit intent: clarity
Original:  Women take cooked pulaka corms and slice them to dry them in the sun;
Revised:  Cooks take baked pulaka corms and slice them to dry them in the sun;
Edit intent: clarity
Original:  The same plant is known as babai in Kiribati, puraka in Cook Islands, pula’a in Samoa, via kan in Fiji, Pulaka in Tokelau, simiden in Chuuk, swam taro in PNG , and navia in Vanuatu.
Revised:  The same plant is known as babai in Kiribati, puraka in Cook Islands, pula’a in Samoa, via kan in Fiji, Pulaka in Tokelau, simiden in Chuuk, swam taro in Papua New Guinea , and navia in Vanuatu.
Edit intent: clarity
Original:  The deforestation of teak's natural range in Southeast Asia and trade URL imposed by the US Treasury Department, have not only served to drive the cost of teak higher, but have also led consumers to look for environmentally sustainable sources of tropical hardwood URL Plantation Teak can be cultivated sustainably and is typically priced substantially lower than old growth teak.
Revised:  The deforestation of teak's natural range in Southeast Asia and trade sanctions imposed by the US Treasury Department, have not only served to drive the cost of teak higher, but have also led consumers to look for environmentally sustainable sources of tropical hardwood URL Plantation Teak can be cultivated sustainably and is typically priced substantially lower than old growth teak.
Edit intent: style
Original: Slow growth The term " slow growth" refers to the concept that the characteristics of old-growth teak can be duplicated on a plantation with the proper growing conditions.
Revised: Slow growth " slow growth" refers to the concept that the characteristics of old-growth teak can be duplicated on a plantation with the proper growing conditions.
Edit intent: coherence
Original: Slow growth The term " slow growth" refers to the concept that the characteristics of old-growth teak can be duplicated on a plantation with the proper growing conditions.
Revised: Slow growth The term " Slow growth" refers to the concept that the characteristics of old-growth teak can be duplicated on a plantation with the proper growing conditions.
Edit intent: fluency
Original: Slow growth The term " slow growth" refers to the concept that the characteristics of old-growth teak can be duplicated on a plantation with the proper growing conditions.
Revised: Slow growth The term " slow growth" attempts to duplicate old-growth teak can be duplicated on a plantation with the proper growing conditions.
Edit intent: clarity
Original: Slow growth The term " slow growth" refers to the concept that the characteristics of old-growth teak can be duplicated on a plantation with the proper growing conditions.
Revised: Slow growth The term " slow growth" refers to the concept that the characteristics of old-growth teak with the proper growing conditions.
Edit intent: clarity
Original:  Proteak employs the slow growth process in the cultivation of its plantation teak by carefully selecting plantation sites that closely mimic the soil and precipitation characteristics of Southeast Asia.
Revised:  Proteak employs the slow growth process in the cultivation of its plantation teak by selecting plantation sites that closely mimic the soil and precipitation characteristics of Southeast Asia.
Edit intent: clarity
Original:  Proteak employs the slow growth process in the cultivation of its plantation teak by carefully selecting plantation sites that closely mimic the soil and precipitation characteristics of Southeast Asia.
Revised:  Proteak employs the slow growth process in the cultivation of its plantation teak by carefully selecting plantation sites that mimic the soil and precipitation characteristics of Southeast Asia.
Edit intent: clarity
Original:  By achieving these ideal growing conditions, Proteak is able to produce its timber without the use of fertilizers or irrigation, both of which speed up the growth of the wood and alter the teak's famous grain pattern.
Revised:  Proteak produces its timber without the use of fertilizers or irrigation, both of which speed up the growth of the wood and alter the teak's famous grain pattern.
Edit intent: coherence
Original:  The timber used to manufacture these products comes entirely from Proteak's FSC certified plantations.
Revised:  The timber used to manufacture these products comes entirely from Proteak's FSC certified URL
Edit intent: clarity
Original: Potential Benefits Encore fellowships are designed to provide a number of benefits to both the fellows and the host organizations.
Revised:  Encore fellowships are designed to provide a number of benefits to both the fellows and the host organizations.
Edit intent: clarity
Original: %DIFDELCMD < %DIFDELCMD < %%% Benefits to Fellows Encore fellowships answer to the increased interest in encore careers by providing a structured approach to easing into social-purpose work, seeking to make an often difficult transition easier.
Revised: %DIFDELCMD < %DIFDELCMD < %%% Encore fellowships answer to the increased interest in encore careers by providing a structured approach to easing into social-purpose work, seeking to make an often difficult transition easier.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Benefits to Host Organizations Non-profit organizations are often run by people with little experience in the corporate sector.
Revised: %DIFDELCMD < %DIFDELCMD < %%% Non-profit organizations are often run by people with little experience in the corporate sector.
Edit intent: coherence
Original: Encore fellowships are temporary work placement programs designed to help former private sector mid-life careerists transition into  work in the social sector.
Revised: Encore fellowships are temporary work placement programs designed to help former private sector mid-life careerists transition into encore career work in the social sector.
Edit intent: fluency
Original:  In 2009, Civic Ventures—an organization heavily involved with the encore careers phenomenon—initiated a pilot program centered around using  fellowships as a means to reduce the difficulties inherent in transitioning between mid-life and encore careers  .
Revised:  In 2009, a pilot program centered around using fellowships as a means to reduce the difficulties inherent in transitioning between mid-life and encore careers .
Edit intent: clarity
Original:  In 2009, Civic Ventures—an organization heavily involved with the encore careers phenomenon—initiated a pilot program centered around using  fellowships as a means to reduce the difficulties inherent in transitioning between mid-life and encore careers  .
Revised:  In 2009, Civic Ventures—an organization heavily involved with the encore careers phenomenon—initiated a pilot program centered around using temporary fellowships as a means to reduce the difficulties inherent in transitioning between mid-life and encore careers .
Edit intent: clarity
Original:  In 2009, Civic Ventures—an organization heavily involved with the encore careers phenomenon—initiated a pilot program centered around using  fellowships as a means to reduce the difficulties inherent in transitioning between mid-life and encore careers  .
Revised:  In 2009, Civic Ventures—an organization heavily involved with the encore careers phenomenon—initiated a pilot program centered around using fellowships as a means to reduce the difficulties inherent in transitioning between mid-life and encore careers emerged .
Edit intent: clarity
Original:  As the pilot program came to a close, the fellows reported feeling that they had made a positive difference at their respective organizations, while their work hosts expressed gratitude for the fellows' work and for the insights and skills they had been able to bring to their projects.
Edit intent: coherence
Original:  Based on these results  , Civic Ventures has decided to continue the Silicon Valley Encore Fellows Program in 2010, and hopes to spread the concept to other geographic areas as well.
Revised:  Based on these results , Civic Ventures has decided to continue their program in 2010.
Edit intent: clarity
Original:  While encore fellowships are currently available only through the Silicon Valley Encore Fellows Program, the idea is meant to spread nationwide through independent encore fellowships programs.
Revised:  In addition to the Silicon Valley Encore Fellows Program, the idea is meant to spread nationwide through independent encore fellowships programs.
Edit intent: clarity
Original:  While encore fellowships are currently available only through the Silicon Valley Encore Fellows Program, the idea is meant to spread nationwide through independent encore fellowships programs.
Revised:  While encore fellowships are currently available only through the Silicon Valley Encore Fellows Program, encore fellowships are spreading nationwide through independent encore fellowships programs.
Edit intent: clarity
Original:  Civic Ventures hopes that the idea will be promulgated from community to community, creating an Encore Fellowships Network and spreading the use of and participation in such fellowships to potential encore careerists across the country.
Revised:  The plan is that the idea will be promulgated from community to community, creating an Encore Fellowships Network and spreading the use of and participation in such fellowships to potential encore careerists across the country.
Edit intent: clarity
Original:  Civic Ventures hopes that the idea will be promulgated from community to community, creating an Encore Fellowships Network and spreading the use of and participation in such fellowships to potential encore careerists across the country.
Revised:  Civic Ventures hopes that the idea will be proliferated from community to community, creating an Encore Fellowships Network and spreading the use of and participation in such fellowships to potential encore careerists across the country.
Edit intent: fluency
Original:  Civic Ventures hopes that the idea will be promulgated from community to community, creating an Encore Fellowships Network and spreading the use of and participation in such fellowships to potential encore careerists across the country.
Revised:  Civic Ventures hopes that the idea will be promulgated from community to community, becoming an Encore Fellowships Network and spreading the use of and participation in such fellowships to potential encore careerists across the country.
Edit intent: clarity
Original:  Encore Fellowships Network In addition to the Silicon Valley Encore Fellows Program, encore fellowships are spreading nationwide through independent encore fellowships programs.
Revised:  In addition to the Silicon Valley Encore Fellows Program, encore fellowships are spreading nationwide through independent encore fellowships programs.
Edit intent: clarity
Original: %DIFDELCMD < %DIFDELCMD < %%% See Also Kershaw, Sarah.
Revised: %DIFDELCMD < %DIFDELCMD < %%% Kershaw, Sarah.
Edit intent: coherence
Original:  Farmers practice recessional agriculture by successively planting in the flooded areas after the waters URL Thus recessional agriculture serves as a rudimentary form of URL Soil type is an important consideration in recessional agriculture.
Revised:  Farmers practice recessional agriculture by successively planting in the flooded areas after the waters URL Thus recessional agriculture serves as a rudimentary form of irrigation. Soil type is an important consideration in recessional agriculture.
Edit intent: clarity
Original: Charles "Charlie" Bird (born 9 September 1949)In his semi-autobiography This Is Charlie Bird, he states he has two birth certificates, one saying he was born 4 September 1949, the other 9 September 1949.
Revised: Charles Bird (born 9 September 1949)In his semi-autobiography This Is Charlie Bird, he states he has two birth certificates, one saying he was born 4 September 1949, the other 9 September 1949.
Edit intent: clarity
Original: In the Assembly, Huttle serves on the Homeland Security and State Preparedness (Chair), Labor (Vice-Chair), and Tourism, Gaming and the Arts Committees.
Revised: In the Assembly, Huttle served on the Homeland Security and State Preparedness (Chair), Labor (Vice-Chair), and Tourism, Gaming and the Arts Committees.
Edit intent: fluency
Original: With Weinberg's court victory, Huttle and Englewood Mayor Michael Wildes both announced their candidacy for Weinberg's Assembly slot on the November general election ballot and to fill the balance of her term in the Assembly once she took her seat in the Senate.
Revised: With Weinberg's court victory, Huttle and Engelwood Mayor Michael Wildes both announced their candidacy for Weinberg's Assembly slot on the November general election ballot and to fill the balance of her term in the Assembly once she took her seat in the Senate.
Edit intent: fluency
Original: With Weinberg's court victory, Huttle and Englewood Mayor Michael Wildes both announced their candidacy for Weinberg's Assembly slot on the November general election ballot and to fill the balance of her term in the Assembly once she took her seat in the Senate.
Revised: With Weinberg's court victory, Huttle and Englewood Mayor Michael Wildes both announced their candidacies for Weinberg's Assembly slot on the November general election ballot and to fill the balance of her term in the Assembly once she took her seat in the Senate.
Edit intent: fluency
Original: Delayed gratification , or deferred gratification, describes the process that the subject undergoes when the subject resists the temptation of an immediate reward in preference for a later reward .
Revised: Delayed gratification is the resistance to the temptation of an immediate pleasure in the hope of obtaining a valuable and long-lasting reward in the long-term. In other words, Delayed gratification, or deferred gratification, describes the process that the subject undergoes when the subject resists the temptation of an immediate reward in preference for a later reward .
Edit intent: coherence
Original: redirect|Instant gratification|the music album|Inst Delayed gratification is the resistance to the temptation of an immediate pleasure in the hope of obtaining a valuable and long-lasting reward in the long-term.
Revised:  Delayed gratification is the resistance to the temptation of an immediate pleasure in the hope of obtaining a valuable and long-lasting reward in the long-term.
Edit intent: coherence
Original:  In other words, Delayed gratification , or deferred gratification, describes the process that the subject undergoes when the subject resists the temptation of an immediate reward in preference for a later reward.
Revised:  In other words, delayed gratification describes the process that the subject undergoes when the subject resists the temptation of an immediate reward in preference for a later reward.
Edit intent: clarity
Original: Delayed gratification, or deferred gratification, is the resistance to the temptation of an immediate pleasure in the hope of obtaining a valuable and long-lasting reward in the long-term.
Revised: Delayed gratification, or deferred gratification, is the resistance to the temptation of an immediate pleasure in the hope of obtaining a valuable and long-lasting reward in the 
Edit intent: coherence
Original: Delayed gratification, or deferred gratification, is the resistance to the temptation of an immediate pleasure in the hope of obtaining a valuable and long-lasting reward in the  In other words, delayed gratification describes the process that the subject undergoes when the subject resists the temptation of an immediate reward in preference for a later reward.
Revised: Delayed gratification, or deferred gratification, is the resistance to the temptation of an immediate pleasure in the hope of obtaining a valuable and long-lasting reward in the long-term. In other words, delayed gratification describes the process that the subject undergoes when the subject resists the temptation of an immediate reward in preference for a later reward.
Edit intent: clarity
Original:  She has also been the general secretary of the All India Democratic Women's Association (AIDWA) from 1993 to 2004, Author profile, threeessaysNew woman on top December 2004 and thereafter its vice-president.
Revised:  She has also been the general secretary of the All India Democratic Women's Association (AIDWA) from 1993 to 2004, New woman on top December 2004 and thereafter its vice-president.
Edit intent: coherence
Original: Family She is married to Prakash Karat  , a Keralite by origin and a prominent CPI(M) leader , who was the general secretary of the party till 19 April 2015.
Revised: Family She is married to Prakash Karat , a Keralite by origin and a prominent CPI(M) leader .
Edit intent: coherence
Original: In an interview, Karat says she returned to India motivated to work for the people.
Edit intent: coherence
Original:  Obtaining certification or licensure as a physical therapist requires that one attend and graduate from a masters or doctoral program in physical therapy.  
Revised:  Obtaining certification or licensure as a physical therapist requires that one attend and graduate from a masters or doctoral program in physical therapy. <ref> 
Edit intent: coherence
Original:  Trainers need to be patient, well organized , and have time management as well as interpersonal skills.
Revised:  Trainers need to be patient, well organized and have time management as well as interpersonal skills.
Edit intent: fluency
Original:  Although you are not a social worker, psychologist , or guidance counselor, neither are you simply a technician with advanced training in exercise science, biomechanics, program design , and assessment methodology."
Revised:  Although you are not a social worker, psychologist or guidance counselor, neither are you simply a technician with advanced training in exercise science, biomechanics, program design , and assessment methodology."
Edit intent: fluency
Original:  Although you are not a social worker, psychologist , or guidance counselor, neither are you simply a technician with advanced training in exercise science, biomechanics, program design , and assessment methodology."
Revised:  Although you are not a social worker, psychologist , or guidance counselor, neither are you simply a technician with advanced training in exercise science, biomechanics, program design and assessment methodology."
Edit intent: fluency
Original:  exercise professionals must maintain appropriate certifications in order to instruct at particular health clubs and gyms and to protect the public from harm by staying current with best practices for the industry . Often, fitness professionals will have some education in kinesiology, anatomy, and biomechanics to aid in their fitness careers .
Revised:  Certified fitness professionals must remain up-to-date on all certifications in order to instruct at particular health clubs and gyms and to protect the public from harm by staying current with best practices for the industry . Often, fitness professionals will have some education in kinesiology, anatomy, and biomechanics to aid in their fitness careers .
Edit intent: clarity
Original:  exercise professionals must maintain appropriate certifications in order to instruct at particular health clubs and gyms and to protect the public from harm by staying current with best practices for the industry . Often, fitness professionals will have some education in kinesiology, anatomy, and biomechanics to aid in their fitness careers .
Revised:  exercise professionals must maintain appropriate certifications in order to instruct at particular health clubs and gyms . Often, fitness professionals will have some education in kinesiology, anatomy, and biomechanics to aid in their fitness careers .
Edit intent: coherence
Original:  exercise professionals must maintain appropriate certifications in order to instruct at particular health clubs and gyms and to protect the public from harm by staying current with best practices for the industry . Often, fitness professionals will have some education in kinesiology, anatomy, and biomechanics to aid in their fitness careers .
Revised:  exercise professionals must maintain appropriate certifications in order to instruct at particular health clubs and gyms and to protect the public from harm by staying current with best practices for the industry . Often, fitness professionals will have some education in kinesiology, anatomy, and biomechanics to aid in their fitness career .
Edit intent: fluency
Original:  In Canada, Canadian Fitness Education Services (CFES) provides national fitness leadership program modules to take candidates through  Aquafit, Group Fitness , and/or Weight Training Instructor and Personal Trainer national certification.
Revised:  In Canada, Canadian Fitness Education Services (CFES) provides national fitness leadership program modules to take candidates through the steps in Aquafit, Group Fitness , and/or Weight Training Instructor and Personal Trainer national certification.
Edit intent: clarity
Original:  In Canada, Canadian Fitness Education Services (CFES) provides national fitness leadership program modules to take candidates through  Aquafit, Group Fitness , and/or Weight Training Instructor and Personal Trainer national certification.
Revised:  In Canada, Canadian Fitness Education Services (CFES) provides national fitness leadership program modules to take candidates through Aquafit, Group Fitness and/or Weight Training Instructor and Personal Trainer national certification.
Edit intent: fluency
Original:  Personal training, Athletic training, and physical therapy are distinct professions s with unique processes and requirements for credentialing .
Revised:  Personal training, Athletic training, and physical therapy are distinct professions s with unique processes and requirements for certification .
Edit intent: fluency
Original:  In the United States there are many certifying agencies for personal trainers to choose from with those earning accreditation through the National Commission for Certifying Agencies NCCA being the gold standard.
Revised:  In the United States the main certifying agency for personal trainers to choose from with those earning accreditation through the National Commission for Certifying Agencies NCCA being the gold standard.
Edit intent: clarity
Original:  However, they can coach more than one sport for multiple people.
Revised:  However, they can coach more than one sport to multiple people.
Edit intent: fluency