wanyu/IteraTeR_v2 huggingface dataset:
Original: The research that resulted in this ratio has become a fundamental feature in the understanding of the biogeochemical cycles of the oceans, and one of the  key tenets of biogeochemistry.
Revised: The research that resulted in this ratio has become a fundamental feature in the understanding of the biogeochemical cycles of the oceans, and one of the the key tenets of biogeochemistry.
Edit intent: fluency
Original: upright=1.3|Relationship of Phosphate to Nitrate Uptake for photosynthesis in various regions of the ocean.
Revised: upright=1.3|Relationship of phosphate to nitrate uptake for photosynthesis in various regions of the ocean.
Edit intent: fluency
Original:  Note that nitrate is more often limiting than phosphate  Redfield ratio or Redfield stoichiometry is the consistent atomic ratio of carbon, nitrogen and phosphorus found in marine phytoplankton and throughout the deep oceans.
Revised:  Note that nitrate is more often limiting than phosphate The Redfield ratio or Redfield stoichiometry is the consistent atomic ratio of carbon, nitrogen and phosphorus found in marine phytoplankton and throughout the deep oceans.
Edit intent: coherence
Original:  Laboratory experiments under controlled chemical conditions have found that phytoplankton biomass will conform to the Redfield Ratio even when environmental nutrient levels exceed them, suggesting that ecological adaptation to oceanic nutrient ratios is not the only governing mechanism (contrary to one of the mechanisms initially proposed by Redfield).
Revised:  Laboratory experiments under controlled chemical conditions have found that phytoplankton biomass will conform to the Redfield ratio even when environmental nutrient levels exceed them, suggesting that ecological adaptation to oceanic nutrient ratios is not the only governing mechanism (contrary to one of the mechanisms initially proposed by Redfield).
Edit intent: fluency
Original:  In some ecosystems, the Redfield Ratio has also been shown to vary significantly by the dominant phytoplankton taxa present in an ecosystem, even in systems with abundant nutrients.
Revised:  In some ecosystems, the Redfield ratio has also been shown to vary significantly by the dominant phytoplankton taxa present in an ecosystem, even in systems with abundant nutrients.
Edit intent: fluency
Original:  Consequently, the system-specific Redfield Ratio could serve as a proxy for plankton community structure.
Revised:  Consequently, the system-specific Redfield ratio could serve as a proxy for plankton community structure.
Edit intent: fluency
Original:  He took photographs of people staying at the nearby Pontin's holiday resort during the summer holidays while still at school.
Revised:  He took photographs of people staying at the nearby Pontin's holiday camp during the summer holidays while still at school.
Edit intent: clarity
Original:  On 28 December he was returning to Britain and managed to find a place on an Antonov An-24 airliner operated by TAROM which was travelling out of Bucharest to Belgrade to pick up relief supplies.
Revised:  On 28 December he was returning to Britain and managed to find a place on an Antonov An-24 airliner operated by TAROM that was travelling out of Bucharest to Belgrade to pick up relief supplies.
Edit intent: style
Original:  The aircraft crashed at Găeşti, 43 miles west of Bucharest, killing all on board.
Revised:  The aircraft crashed near Găeşti, 43 miles west of Bucharest, killing all on board.
Edit intent: fluency
Original: Ian Parry (12 April 1965 – 28 December 1989) was a United Kingdom,Welsh photographer and photojournalist who worked as a freelance and on assignment for newspapers including The Mail on Sunday, The Times and The Sunday Times.
Revised: Ian Parry (12 April 1965 – 28 December 1989) was a British photographer and photojournalist who worked as a freelance and on assignment for newspapers including The Mail on Sunday, The Times and The Sunday Times.
Edit intent: coherence
Original:  Although to this day the investigation has not been officially closed, the most plausible explanation is that the plane was actually shot down by a surface-to-air missile  .
Revised:  Although to this day the investigation has not been officially closed, the plane was actually shot down by a surface-to-air missile .
Edit intent: clarity
Original: MC Alger Category:1990 births Category:Living people Category:Algerian footballers Category:Algeria under-23 international footballers Category:NA Hussein Dey players Category:MC El Eulma players Category:MC Alger  players Category:Algerian Ligue Professionnelle 2 players Category:People from Boudouaou Category:Algerian Ligue Professionnelle 1 players Category:Association football midfielde
Revised: MC Alger Category:1990 births Category:Living people Category:Algerian footballers Category:Algeria under-23 international footballers Category:NA Hussein Dey players Category:MC El Eulma players Category:MC Alger players Category:MC Oran players Category:Algerian Ligue Professionnelle 2 players Category:People from Boudouaou Category:Algerian Ligue Professionnelle 1 players Category:Association football midfielde
Edit intent: clarity
Original: Living people Category:Algerian footballers Category:Algeria under-23 international footballers Category:NA Hussein Dey players Category:MC El Eulma players Category:MC Alger players Category:MC Oran players Category:Algerian Ligue Professionnelle 2 players Category:People from Boudouaou Category:People from Boudouaou District Category:People from Boumerdès Province Category:Kabyle people Category:Algerian Ligue Professionnelle 1 players Category:Association football midfielde
Revised: Living people Category:Algerian footballers Category:Algeria under-23 international footballers Category:NA Hussein Dey players Category:MC El Eulma players Category:MC Alger players Category:MC Oran players Category:Algerian Ligue Professionnelle 2 players Category:People from Boudouaou Category:People from Boudouaou District Category:People from Boumerdès Province Category:Kabyle people Category:Algerian Ligue Professionnelle 1 players Category:Association football midfielders Category:21st-century Algerian peop
Edit intent: fluency
Original:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell URL Listen to Alaska Native narratives and story-telling - KNBA's Stories of Our People on Alaskool  URL Tlingit Myths and Texts URL Notes Bibliography “Alaska Natives.”
Revised:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell Listen to Alaska Native narratives and story-telling - KNBA's Stories of Our People on Alaskool URL Tlingit Myths and Texts URL Notes Bibliography “Alaska Natives.”
Edit intent: fluency
Original:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell URL Listen to Alaska Native narratives and story-telling - KNBA's Stories of Our People on Alaskool  URL Tlingit Myths and Texts URL Notes Bibliography “Alaska Natives.”
Revised:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell URL Listen to Alaska Native narratives and story-telling - KNBA's Stories of OurPeople on Alaskool URL Tlingit Myths and Texts URL Notes Bibliography “Alaska Natives.”
Edit intent: fluency
Original:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell URL Listen to Alaska Native narratives and story-telling - KNBA's Stories of Our People on Alaskool  URL Tlingit Myths and Texts URL Notes Bibliography “Alaska Natives.”
Revised:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell URL Listen to Alaska Native narratives and story-telling - KNBA's Stories of Our People on Alaskool Tlingit Myths and Texts URL Tlingit Myths and Texts URL Notes Bibliography “Alaska Natives.”
Edit intent: fluency
Original:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell URL Listen to Alaska Native narratives and story-telling - KNBA's Stories of Our People on Alaskool  URL Tlingit Myths and Texts URL Notes Bibliography “Alaska Natives.”
Revised:  References Alaska Native Arts URL American FolkloreURL Circle of Stories URL Interview with Lance Twitchell URL Listen to Alaska Native narratives and story-telling - KNBA's Stories of Our People on Alaskool URL Tlingit Myths and Texts URL Notes “Alaska Natives.”
Edit intent: coherence
Original:  Many different aspects of arctic life are incorporated into each story, mainly the various animals found in Alaska.
Revised:  Many different aspects of Arctic life are incorporated into each story, mainly the various animals found in Alaska.
Edit intent: fluency
Original:  External links Alaska Native Arts American Folklore.net Circle of Stories (PBS) Interview with Lance Twitchell Listen to Alaska Native narratives and story-telling - KNBA's Stories of OurPeople on Alaskool Tlingit Myths and Texts URL Tlingit Myths and Texts URL Category:Alaska culture Category: Oral traditi
Revised:  External links Alaska Native Arts American Folklore.net Circle of Stories (PBS) Interview with Lance Twitchell Listen to Alaska Native narratives and story-telling - KNBA's Stories of OurPeople on Alaskool Tlingit Myths and Texts Category:Alaska culture Category: Oral traditi
Edit intent: coherence
Original:  External links Alaska Native Arts American Folklore.net Circle of Stories (PBS) Interview with Lance Twitchell Listen to Alaska Native narratives and story-telling - KNBA's Stories of OurPeople on Alaskool Tlingit Myths and Texts URL Tlingit Myths and Texts URL Category:Alaska culture Category: Oral traditi
Revised:  External links Alaska Native Arts American Folklore.net Circle of Stories (PBS) Interview with Lance Twitchell Listen to Alaska Native narratives and story-telling - KNBA's Stories of OurPeople on Alaskool Tlingit Myths and Texts URL Tlingit Myths and Texts URL Category:Alaska culture Category: Storytelli
Edit intent: clarity
Original: Animals Picture of "Raven Releasing the Sun", by Todd Baker.
Revised: Animals 
Edit intent: coherence
Original: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu  . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Revised: The Nukapu expedition was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Edit intent: coherence
Original: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu  . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Revised: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive expedition from October 1871 until February 1872, in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Edit intent: clarity
Original: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu  . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Revised: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by natives of Nukapu . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Edit intent: fluency
Original: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu  . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Revised: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu . A Royal Navy warship was sent to the island , sinking a group of hostile war-canoes and landed men to attack a fortified village.
Edit intent: coherence
Original: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu  . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landed men to attack a fortified village.
Revised: The Nukapu Expedition occurred between October 1871 and February 1872 and was a British punitive operation in response to the murder of Bishop John Coleridge Patteson by the natives of Nukapu . A Royal Navy warship was sent to the island and it sank a group of hostile war-canoes and landing men to attack a fortified village.
Edit intent: fluency
Original:  Expedition In October 1871, the screw sloop-of-war HMS Rosario was operating against South Seas blackbirders when her captain, Acting-Commander Albert Hastings Markham  received orders to sail for Nukapu in the Solomon Islands.
Revised:  Expedition In October 1871, the screw sloop-of-war was operating against South Seas blackbirders when her captain, Acting-Commander Albert Hastings Markham received orders to sail for Nukapu in the Solomon Islands.
Edit intent: clarity
Original:  Expedition In October 1871, the screw sloop-of-war HMS Rosario was operating against South Seas blackbirders when her captain, Acting-Commander Albert Hastings Markham  received orders to sail for Nukapu in the Solomon Islands.
Revised:  Expedition In October 1871, the screw sloop-of-war HMS Rosario was operating against blackbirders in the South Sea Islands when her captain, Acting-Commander Albert Hastings Markham received orders to sail for Nukapu in the Solomon Islands.
Edit intent: fluency
Original:  Expedition In October 1871, the screw sloop-of-war HMS Rosario was operating against South Seas blackbirders when her captain, Acting-Commander Albert Hastings Markham  received orders to sail for Nukapu in the Solomon Islands.
Revised:  Expedition In October 1871, the screw sloop-of-war HMS Rosario was operating against South Seas blackbirders when her captain, Commander Albert Hastings Markham received orders to sail for Nukapu in the Solomon Islands.
Edit intent: clarity
Original:  Expedition In October 1871, the screw sloop-of-war HMS Rosario was operating against South Seas blackbirders when her captain, Acting-Commander Albert Hastings Markham  received orders to sail for Nukapu in the Solomon Islands.
Revised:  Expedition In October 1871, the screw sloop-of-war HMS Rosario was operating against South Seas blackbirders when her captain, Acting-Commander Albert Hastings Markham , received orders to sail for Nukapu in the Solomon Islands.
Edit intent: fluency
Original:  A contemporary newspaper described the events thus: cquote|The Rosarios boat had got to within 50 yards of the mainland when the natives commenced their war dance and made other hostile indications.
Revised:  cquote|The Rosarios boat had got to within 50 yards of the mainland when the natives commenced their war dance and made other hostile indications.
Edit intent: clarity
Original:  The measures taken by Rosario '' became the subject of questions in the House of Commons, and Markham's book on the subject may well have been prompted by them.
Revised:  The measures taken by Rosario became the subject of questions in the House of Commons, and Markham's book on the subject may well have been prompted by them.
Edit intent: fluency
Original:  The book itself makes clear that Markham clearly understood the cycle of violence and deplored both the murderous activities of the Blackbirders , and the apparent need for further violence in restoring order.
Revised:  The book itself makes clear that Markham clearly understood the cycle of violence and deplored both the murderous activities of the blackbirders , and the apparent need for further violence in restoring order.
Edit intent: fluency
Original:  See also Fiji Expeditions Sumatran Expeditions Formosan Expedition References    Category: History of the Solomon Islands Category:Naval battles involving the United Kingdom Category: Battles involving the United Kingdom Nukapu Category:Punitive expeditions of the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872  Category:Violence against indigenous peopl
Revised:  References Category: History of the Solomon Islands Category:Naval battles involving the United Kingdom Category: Battles involving the United Kingdom Nukapu Category:Punitive expeditions of the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872 Category:Violence against indigenous peopl
Edit intent: coherence
Original:  See also Fiji Expeditions Sumatran Expeditions Formosan Expedition References    Category: History of the Solomon Islands Category:Naval battles involving the United Kingdom Category: Battles involving the United Kingdom Nukapu Category:Punitive expeditions of the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872  Category:Violence against indigenous peopl
Revised:  See also Fiji Expeditions Sumatran Expeditions Formosan Expedition References Category: Battles involving the United Kingdom Nukapu Category:Punitive expeditions of the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872 Category:Violence against indigenous peopl
Edit intent: coherence
Original:  See also Fiji Expeditions Sumatran Expeditions Formosan Expedition References    Category: History of the Solomon Islands Category:Naval battles involving the United Kingdom Category: Battles involving the United Kingdom Nukapu Category:Punitive expeditions of the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872  Category:Violence against indigenous peopl
Revised:  See also Fiji Expeditions Sumatran Expeditions Formosan Expedition References Category: History of the Solomon Islands Category:Naval battles involving the United Kingdom Category: Battles involving the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872 Category:Violence against indigenous peopl
Edit intent: coherence
Original:  See also Fiji Expeditions Sumatran Expeditions Formosan Expedition References    Category: History of the Solomon Islands Category:Naval battles involving the United Kingdom Category: Battles involving the United Kingdom Nukapu Category:Punitive expeditions of the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872  Category:Violence against indigenous peopl
Revised:  See also Fiji Expeditions Sumatran Expeditions Formosan Expedition References Category: History of the Solomon Islands Category:Naval battles involving the United Kingdom Category: Battles involving the United Kingdom Nukapu Category:Punitive expeditions of the United Kingdom Category: Conflicts in 1871 Category:Conflicts in 1872 Category:History of the Solomon Islands Category:Punitive expeditions of the United Kingdom Category:Violence against indigenous peopl
Edit intent: fluency
Original: Petro Oleksiyovych Poroshenko (, ;
Revised: Petro Oleksiiovych Poroshenko (, ;
Edit intent: fluency
Original:  His presidency was distilled into a three-word slogan, employed by both supporters and opponents: armiya , mova, vira.
Revised:  His presidency was distilled into a three-word slogan, employed by both supporters and opponents: armiia , mova, vira.
Edit intent: fluency
Original:  Kuznya na Rybalskomu shipyard in Kyiv International Invest Bank,Komakha, O. "The Poroshenko's Bank is growing in 10 times faster (Банк Порошенко растет в 10 раз быстрее)".
Revised:  Kuznia na Rybalskomu shipyard in Kyiv International Invest Bank,Komakha, O. "The Poroshenko's Bank is growing in 10 times faster (Банк Порошенко растет в 10 раз быстрее)".
Edit intent: fluency
Original:  16 October 2014 owned through a trust and along with Ihor Kononenko Ukrprominvest-Agro, an agrarian holding Zorya Podillya , an agrarian company near Haisyn, specializing in sugar production from sugar beets Podillya MAS-Agro Ahrofirma "Dniproahrolan" Ahrofirma "Ivankivtsi" Sevastopol Shipyard (lost in 2015 due to a corporate raid by the Russian occupational authorities in Crimea) Poroshenko was considered a close confidant of Yushchenko, who is the godfather of Poroshenko's daughters.
Revised:  16 October 2014 owned through a trust and along with Ihor Kononenko Ukrprominvest-Agro, an agrarian holding Zoria Podillia , an agrarian company near Haisyn, specializing in sugar production from sugar beets Podillya MAS-Agro Ahrofirma "Dniproahrolan" Ahrofirma "Ivankivtsi" Sevastopol Shipyard (lost in 2015 due to a corporate raid by the Russian occupational authorities in Crimea) Poroshenko was considered a close confidant of Yushchenko, who is the godfather of Poroshenko's daughters.
Edit intent: fluency
Original:  16 October 2014 owned through a trust and along with Ihor Kononenko Ukrprominvest-Agro, an agrarian holding Zorya Podillya , an agrarian company near Haisyn, specializing in sugar production from sugar beets Podillya MAS-Agro Ahrofirma "Dniproahrolan" Ahrofirma "Ivankivtsi" Sevastopol Shipyard (lost in 2015 due to a corporate raid by the Russian occupational authorities in Crimea) Poroshenko was considered a close confidant of Yushchenko, who is the godfather of Poroshenko's daughters.
Revised:  16 October 2014 owned through a trust and along with Ihor Kononenko Ukrprominvest-Agro, an agrarian holding Zorya Podillya , an agrarian company near Haisyn, specializing in sugar production from sugar beets Podillia MAS-Agro Ahrofirma "Dniproahrolan" Ahrofirma "Ivankivtsi" Sevastopol Shipyard (lost in 2015 due to a corporate raid by the Russian occupational authorities in Crimea) Poroshenko was considered a close confidant of Yushchenko, who is the godfather of Poroshenko's daughters.
Edit intent: fluency
Original:  16 October 2014 owned through a trust and along with Ihor Kononenko Ukrprominvest-Agro, an agrarian holding Zorya Podillya , an agrarian company near Haisyn, specializing in sugar production from sugar beets Podillya MAS-Agro Ahrofirma "Dniproahrolan" Ahrofirma "Ivankivtsi" Sevastopol Shipyard (lost in 2015 due to a corporate raid by the Russian occupational authorities in Crimea) Poroshenko was considered a close confidant of Yushchenko, who is the godfather of Poroshenko's daughters.
Revised:  16 October 2014 owned through a trust and along with Ihor Kononenko Ukrprominvest-Agro, an agrarian holding Zorya Podillya , an agrarian company near Haisyn, specializing in sugar production from sugar beets Podillya MAS-Agro Ahrofirma "Dniproahrolan" Ahrofirma "Ivankivtsi" Sevastopol Shipiard (lost in 2015 due to a corporate raid by the Russian occupational authorities in Crimea) Poroshenko was considered a close confidant of Yushchenko, who is the godfather of Poroshenko's daughters.
Edit intent: fluency