wanyu/IteraTeR_v2 huggingface dataset:
Original:  Studies in ribbon synapse associated abnormalities Other areas of investigation Several recent studies have provided evidence that loss-of-function mutations in pre-synaptic proteins of the photoreceptor cells ribbon synapse can cause X-linked congenital stationary night blindness (CSNB) through mutations in the CACNA1F gene, which codes for the αF1-subunit of the L-type calcium channel Cav1.4.
Revised:  Research Other areas of investigation Several recent studies have provided evidence that loss-of-function mutations in pre-synaptic proteins of the photoreceptor cells ribbon synapse can cause X-linked congenital stationary night blindness (CSNB) through mutations in the CACNA1F gene, which codes for the αF1-subunit of the L-type calcium channel Cav1.4.
Edit intent: clarity
Original:  Studies in ribbon synapse associated abnormalities Other areas of investigation Several recent studies have provided evidence that loss-of-function mutations in pre-synaptic proteins of the photoreceptor cells ribbon synapse can cause X-linked congenital stationary night blindness (CSNB) through mutations in the CACNA1F gene, which codes for the αF1-subunit of the L-type calcium channel Cav1.4.
Revised:  Studies in ribbon synapse associated abnormalities Other areas Several recent studies have provided evidence that loss-of-function mutations in pre-synaptic proteins of the photoreceptor cells ribbon synapse can cause X-linked congenital stationary night blindness (CSNB) through mutations in the CACNA1F gene, which codes for the αF1-subunit of the L-type calcium channel Cav1.4.
Edit intent: clarity
Original:  The city was discovered in 1998 by the Danish company DANISA .
Revised:  The city was discovered in 1998 by the Danish company DANIDA .
Edit intent: clarity
Original: World Heritage Status This site was added to the UNESCO World Heritage Tentative List on June 19th , 1998 in the Cultural category.
Revised: World Heritage Status This site was added to the UNESCO World Heritage Tentative List on June 19 , 1998 in the Cultural category.
Edit intent: coherence
Original: World Heritage Status This site was added to the UNESCO World Heritage Tentative List on June 19, 1998  in the Cultural category.
Revised: World Heritage Status This site was added to the UNESCO World Heritage Tentative List on June 19, 1998 , in the Cultural category.
Edit intent: coherence
Original:  It was added to the list because it reunited two criteria: 1) Represent a masterpiece of human creative genius.
Revised:  It was added to the list because it reunited two criteria: Represent a masterpiece of human creative genius.
Edit intent: fluency
Original:  2) Be an outstanding example of a type of building, architectural or technological ensemble or landscape which illustrates (a) significant stage(s) in human history.
Revised:  Be an outstanding example of a type of building, architectural or technological ensemble or landscape which illustrates (a) significant stage(s) in human history.
Edit intent: coherence
Original:  The underground town of Agongointo-Zoungoudo is located approximately 9 km from Abomey, in central Benin.
Revised: Agongointo-Zoungoudo Underground Town The underground town of Agongointo-Zoungoudo is located approximately 9 km from Abomey, in central Benin.
Edit intent: clarity
Original: Agongointo-Zoungoudo Underground Town The underground town of Agongointo-Zoungoudo is located approximately 9 km from Abomey, in central Benin.
Revised:  The underground town of Agongointo-Zoungoudo is located approximately 9 km from Abomey, in central Benin.
Edit intent: fluency
Original:  On 22 April 2002 Judge Hartzenberg dismissed all the remaining charges against Basson and granted himamnesty .
Revised:  On 22 April 2002 Judge Hartzenberg dismissed all the remaining charges against Basson and acquitted him .
Edit intent: clarity
Original:  The United Nations report  Project Coast: Apartheid's Chemical and Biological Warfare Programme.
Revised:  The United Nations report " Project Coast: Apartheid's Chemical and Biological Warfare Programme.
Edit intent: fluency
Original: Wouter Basson (born 6 July 1950) is a South African cardiologist and former head of the country's secret chemical and biological warfare project, Project Coast, during the apartheid era.
Revised: Wouter Basson (born 69 July 1950) is a South African cardiologist and former head of the country's secret chemical and biological warfare project, Project Coast, during the apartheid era.
Edit intent: fluency
Original:  Was also gay " identifies the triple cocktail as ketamine, succinylcholine, and tubocurarine.
Revised:  " identifies the triple cocktail as ketamine, succinylcholine, and tubocurarine.
Edit intent: coherence
Original: The polytomous form of the Rasch model The polytomous Rasch model, which is a generalisation of the dichotomous model , can be applied in contexts in which successive integer scores represent categories of increasing level or magnitude of a latent trait, such as increasing ability, motor function, endorsement of a statement, and so forth.
Revised: Polytomous extensions of the Rasch model The polytomous Rasch model, which is a generalisation of the dichotomous model , can be applied in contexts in which successive integer scores represent categories of increasing level or magnitude of a latent trait, such as increasing ability, motor function, endorsement of a statement, and so forth.
Edit intent: clarity
Original: The polytomous form of the Rasch model The polytomous Rasch model, which is a generalisation of the dichotomous model , can be applied in contexts in which successive integer scores represent categories of increasing level or magnitude of a latent trait, such as increasing ability, motor function, endorsement of a statement, and so forth.
Revised: The polytomous form of the Rasch model The polytomous Rasch model, which generalize the dichotomous model , can be applied in contexts in which successive integer scores represent categories of increasing level or magnitude of a latent trait, such as increasing ability, motor function, endorsement of a statement, and so forth.
Edit intent: coherence
Original: The polytomous form of the Rasch model The polytomous Rasch model, which is a generalisation of the dichotomous model , can be applied in contexts in which successive integer scores represent categories of increasing level or magnitude of a latent trait, such as increasing ability, motor function, endorsement of a statement, and so forth.
Revised: The polytomous form of the Rasch model The polytomous Rasch model, which is a generalisation of the dichotomous model so that it can be applied in contexts in which successive integer scores represent categories of increasing level or magnitude of a latent trait, such as increasing ability, motor function, endorsement of a statement, and so forth.
Edit intent: coherence
Original:  The Polytomous response model is , for example, applicable to the use of Likert scales, grading in educational assessment, and scoring of performances by judges.
Revised:  These polytomous extensions are , for example, applicable to the use of Likert scales, grading in educational assessment, and scoring of performances by judges.
Edit intent: clarity
Original:  In addition to psychometrics and educational research, the Rasch model and its extensions are used in other areas, including the health professionBezruczko, N. (2005).
Revised:  In addition to psychometrics and educational research, the Rasch model and its extensions are used in other areas, including the health profession,Bezruczko, N. (2005).
Edit intent: fluency
Original:  National Council on Measurement in Education (NCME) Rasch analysis Rasch Measurement Transactions The Standards for Educational and Psychological Testing The Trouble with Rasch
Revised:  National Council on Measurement in Education (NCME) Rasch Measurement Transactions The Standards for Educational and Psychological Testing The Trouble with Rasch
Edit intent: clarity
Original:  In ed. Wim J. van der Linden (ed.)  Handbook of Item Response Theory (Boca Raton: CRC Press), Routledge Handbooks.
Revised:  In Wim J. van der Linden (ed.) Handbook of Item Response Theory (Boca Raton: CRC Press), Routledge Handbooks.
Edit intent: clarity
Original:  In ed. Wim J. van der Linden (ed.)  Handbook of Item Response Theory (Boca Raton: CRC Press), Routledge Handbooks.
Revised:  In ed. Wim J. van der Linden (ed.) : Handbook of Item Response Theory (Boca Raton: CRC Press), Routledge Handbooks.
Edit intent: fluency
Original:  The iron that was initially used as early as 4000 B.C. was called meteoric iron and was found on the surface of the earth, as this type of iron came from the meteorites that struck the earth before the humans appeared and was in very limited supply.
Revised:  The iron that was initially used as early as 4000 B.C. was called meteoric iron and was found on the surface of the earth, as this type of iron came from the meteorites that struck the earth before the humans appeared and were in very limited supply.
Edit intent: fluency
Original:  Bog iron takes the form of pea sized nodules that are created under peat bogs at the base of mountains.
Revised:  Bog iron takes the form of pea-sized nodules that are created under peat bogs at the base of mountains.
Edit intent: fluency
Original:  An example of this is the Democratic Republic of The Congo.
Revised:  An example of this is the Democratic Republic of the Congo.
Edit intent: clarity
Original:  Between lead, tin, copper, iron ore, and bauxite, there are at most 70 years left unless more readily available veins of materials are found in the near URL Vyasanakere Iron Ore Mine
Revised:  Between lead, tin, copper, iron ore, and bauxite, there are at most 70 years left unless more readily available veins of materials are found in the near future. Vyasanakere Iron Ore Mine
Edit intent: style
Original: Sulfur at harbor in North Vancouver, BC, ready to be loaded onto a ship Latex being collected from a tapped rubber tree A raw material, also known as a feedstock, unprocessed material, or primary commodity, is a basic material that is used to produce goods, finished products, energy, or intermediate materials that are feedstock for future finished products.
Revised: Sulfur at harbor in North Vancouver, BC, ready to be loaded onto a ship Latex beicwecwng collected from a tapped rubber tree A raw material, also known as a feedstock, unprocessed material, or primary commodity, is a basic material that is used to produce goods, finished products, energy, or intermediate materials that are feedstock for future finished products.
Edit intent: fluency
Original:  Without the clay from the ground from that region, the Neolithic Revolution would have never grew as it has in the past . Using these kilns, the process of metallurgy was possible once the Bronze and Iron Ages came upon the people that lived there.
Revised:  Without the presence of clay on the riverbanks of the Tigris and Euphrates in the Fertile Crescent, such kilns would have been impossible for people in the region to have produced . Using these kilns, the process of metallurgy was possible once the Bronze and Iron Ages came upon the people that lived there.
Edit intent: clarity
Original: Sulfur at harbor in North Vancouver, BC, ready to be loaded onto a ship  Latex being collected from a tapped rubber tree  A raw material, also known as a feedstock, unprocessed material, or primary commodity, is a basic material that is used to produce goods, finished products, energy, or intermediate materials that are feedstock for future finished products.
Revised: Sulfur at harbor in North Vancouver, BC, ready to be loaded onto a ship . Latex being collected from a tapped rubber tree A raw material, also known as a feedstock, unprocessed material, or primary commodity, is a basic material that is used to produce goods, finished products, energy, or intermediate materials that are feedstock for future finished products.
Edit intent: fluency
Original: Sulfur at harbor in North Vancouver, BC, ready to be loaded onto a ship  Latex being collected from a tapped rubber tree  A raw material, also known as a feedstock, unprocessed material, or primary commodity, is a basic material that is used to produce goods, finished products, energy, or intermediate materials that are feedstock for future finished products.
Revised: Sulfur at harbor in North Vancouver, BC, ready to be loaded onto a ship Latex being collected from a tapped rubber tree . A raw material, also known as a feedstock, unprocessed material, or primary commodity, is a basic material that is used to produce goods, finished products, energy, or intermediate materials that are feedstock for future finished products.
Edit intent: fluency
Original:  Raw materials are also used by non-humans, such as birds using found objects and twigs to create nests .
Revised:  Raw materials are also used by non-humans, such as birds using found objects and twigs to create nests 
Edit intent: fluency
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Edit intent: coherence
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Revised:  See also%DIFDELCMD < %DIFDELCMD < %%% References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Edit intent: coherence
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Revised:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature %DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Edit intent: coherence
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Revised:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Category:Materials Category:Minera
Edit intent: coherence
Original:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. Category:Materials Category:Minera
Revised:  See also%DIFDELCMD < %DIFDELCMD < %%% Bulk cargo Bulk materials Bulk liquids Biomaterial Commodity Conflict resource Critical mineral raw materials Downcycling List of building materials Marginal factor cost Material passport Materials science Nature References%DIFDELCMD < %DIFDELCMD < %%% Further reading Karl Marx, Capital, Vol. 1, Part III, Chap. 7. 
Edit intent: coherence
Original:  Vyasanakere Iron Ore Mine
Revised:  Vyasanakere Iron-Ore Mine.
Edit intent: fluency
Original: Understanding is a psychological process related to an abstract or physical object , such as a person, situation, or message whereby one is able to think about it and use concepts to deal adequately with that object .
Revised: Understanding is a psychological process related to concepts , such as a person, situation, or message whereby one is able to think about it and use concepts to deal adequately with that object .
Edit intent: clarity
Original: Understanding is a psychological process related to an abstract or physical object , such as a person, situation, or message whereby one is able to think about it and use concepts to deal adequately with that object .
Revised: Understanding is a psychological process related to an abstract or physical object , such as a person, situation, or message whereby one is able to make sense about them .
Edit intent: clarity
Original: Understanding is a psychological process related to concepts, such as a person, situation, or message whereby one is able to make sense about them.
Revised: Understanding is a psychological process related to concepts, such as a person, situation, or message whereby one is able to make sense of them.
Edit intent: clarity
Original: Understanding is a psychological process related to an abstract or physical object, such as a person, situation, or message whereby one is able to use concepts to logically model that object.
Revised: Understanding is a psychological process related to an abstract or physical object, such as a person, situation, or message whereby one is able to use concepts to model that object.
Edit intent: clarity
Original: Components Cognition and affect Cognition is the process by which sensory inputs are transformed.
Revised:  Cognition is the process by which sensory inputs are transformed.
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Religious perspectives Buddhism%DIFDELCMD < %DIFDELCMD < %%% Christianity In Catholicism and Anglicanism, understanding is one of the Seven gifts of the Holy Spirit 
Revised: %DIFDELCMD < %DIFDELCMD < %%% Buddhism%DIFDELCMD < %DIFDELCMD < %%% Christianity In Catholicism and Anglicanism, understanding is one of the Seven gifts of the Holy Spirit 
Edit intent: coherence
Original: %DIFDELCMD < %DIFDELCMD < %%% Religious perspectives Buddhism%DIFDELCMD < %DIFDELCMD < %%% Christianity In Catholicism and Anglicanism, understanding is one of the Seven gifts of the Holy Spirit 
Revised: %DIFDELCMD < %DIFDELCMD < %%% Religious perspectives %DIFDELCMD < %DIFDELCMD < %%% Christianity In Catholicism and Anglicanism, understanding is one of the Seven gifts of the Holy Spirit 
Edit intent: fluency
Original: Incineration is a waste treatment process that involves the combustion of organic substances contained in waste materials.
Revised: Incineration is a waste treatment process that involves the combustion of substances contained in waste materials.
Edit intent: clarity
Original:  The burn pile  is one of the simplest and earliest forms of waste disposal, essentially consisting of a mound of combustible materials piled on the open ground and set on fire, leading to cause pollution.
Revised:  The burn pile or the burn pit is one of the simplest and earliest forms of waste disposal, essentially consisting of a mound of combustible materials piled on the open ground and set on fire, leading to cause pollution.
Edit intent: clarity
Original:  Studies conducted by the US-EPA demonstrated that one family using a burn barrel produced more emissions than an incineration plant disposing of of waste per day by 1997 and five times that by 2007 due to increased chemicals in household trash and decreased emissions by municipal incinerators using better technology.
Revised:  Studies conducted by the US-EPA demonstrated that one family using a burn barrel produced more emissions than an incineration plant disposing of of waste per day by 1997 and five times that by 2007 due to increased chemicals in household trash and decreased emission by municipal incinerators using better technology.
Edit intent: fluency
Original: Health Effects Scientific researchers have investigated the human health effects of pollutants produced by waste incineration.
Revised: Health effects Scientific researchers have investigated the human health effects of pollutants produced by waste incineration.
Edit intent: fluency
Original: Incineration Units for emergency use Mobile incineration unit for emergency use Emergency incineration systems exist for the urgent and biosecure disposal of animals and their by-products following a mass mortality or disease outbreak.
Revised: Incineration units for emergency use Mobile incineration unit for emergency use Emergency incineration systems exist for the urgent and biosecure disposal of animals and their by-products following a mass mortality or disease outbreak.
Edit intent: fluency
Original:  Estimates of the value of life Equivalent parameters are used in many countries, with significant variation in the value assigned.
Edit intent: coherence
Original:  International VSL with data values%DIFDELCMD < %DIFDELCMD < %%% Australia In Australia, the value of a statistical life has been set at:
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Australia In Australia, the value of a statistical life has been set at:
Edit intent: coherence
Original:  $4.5 million (2018) $195 ,000 per year ( 2018)  India Using a hedonic wage approach, the VSL in India among blue-collar male workers in manufacturing industries of Ahmedabad, Gujarat has been estimated to be INR 44.69 million ($0.64 million) New Zealand In New Zealand, the value of a statistical life has been set at:
Revised:  $4.5 million (2018) $195 ,000 per year ( 2018) $195,000 per year (2018) India Using a hedonic wage approach, the VSL in India among blue-collar male workers in manufacturing industries of Ahmedabad, Gujarat has been estimated to be INR 44.69 million ($0.64 million) India Using a hedonic wage approach, the VSL in India among blue-collar male workers in manufacturing industries of Ahmedabad, Gujarat has been estimated to be INR 44.69 million ($0.64 million) New Zealand In New Zealand, the value of a statistical life has been set at:
Edit intent: fluency
Original:  $2 million (1991) by NZTA $3.85 million (2013) by The Treasury $4.14 million(2016) by NZTA Sweden In Sweden , the value of a statistical life has been estimated from 9 to 98 million SEK (€0.9 -
Revised:  $2 million (1991) by NZTA $3.85 million (2013) by The Treasury $4.14 million(2016) by NZTA New Zealand In New Zealand , the value of a statistical life has been estimated from 9 to 98 million SEK (€0.9 -
Edit intent: style
Original:  recommended by official authorities Turkey Studies by Hacettepe University estimated the VSL at about half a million purchasing power parity adjusted 2012 US dollars, the value of a healthier and longer life (VHLL)
Revised:  recommended by official authorities Turkey Studies by Hacettepe University estimated the VSL at about half a million purchasing power parity adjusted 2012 USD), and the value of a healthier and longer life (VHLL)
Edit intent: coherence