wanyu/IteraTeR_full_sent huggingface dataset:
Original:  He uses this data to show thatwhile Latinx folks are having more children, they are not started at a younger age as the US would like to believe . Black and African American Women Experiencing Stratified Reproduction Nearly one in four African American women live below the poverty line  which greatly increases the risks associated with bearing children.
Revised:  He uses this data to show thatwhile Latinx folks are having more children, they are not started at a younger age as the US would like to believe . Black and African American Women Experiencing Stratified Reproduction Nearly one in four African American women live below the poverty line , which greatly increases the risks associated with bearing children.
Edit intent: fluency
Original:  This includes forms of environmental injustice  which incorporates the unfair plotting of landfill facilities and the deliberate targeting of minority and low income communities as repositories for hazardous waste sitesHarris , M. L. (2016).
Revised:  This includes forms of environmental injustice , which incorporates the unfair plotting of landfill facilities and the deliberate targeting of minority and low income communities as repositories for hazardous waste sitesHarris , M. L. (2016).
Edit intent: fluency
Original:  This includes forms of environmental injustice  which incorporates the unfair plotting of landfill facilities and the deliberate targeting of minority and low income communities as repositories for hazardous waste sitesHarris , M. L. (2016).
Revised:  This includes forms of environmental injustice which incorporates the unfair plotting of landfill facilities and the deliberate targeting of minority and low-income communities as repositories for hazardous waste sitesHarris , M. L. (2016).
Edit intent: fluency
Original:  This includes forms of environmental injustice  which incorporates the unfair plotting of landfill facilities and the deliberate targeting of minority and low income communities as repositories for hazardous waste sitesHarris , M. L. (2016).
Revised:  This includes forms of environmental injustice which incorporates the unfair plotting of landfill facilities and the deliberate targeting of minority and low income communities as repositories for hazardous waste sites.Harris , M. L. (2016).
Edit intent: fluency
Original:  Flint, Michigan is a predominately black area that exemplifies the harmful impact low environmental quality can have on healthy reproduction . The issue of water contamination has been present since 2014, even though data that shows that fertility rates decreased by 12 percent and infant mortality raised 58 percent for residence in Flint .
Revised:  Flint, Michigan is a predominately black area that exemplifies the harmful impact low environmental quality can have on healthy reproduction : The Flint water crisis decreased fertility rates by 12 percent and infant mortality raised 58 percent for residence in Flint .
Edit intent: coherence
Original:  The issue of water contamination has been present since 2014, even though data that shows that fertility rates decreased by 12 percent and infant mortality raised 58 percent for residence in Flint .
Revised:  The issue of water contamination has been present since 2014, even though data that shows that fertility rates decreased by 12 percent and raised infant mortality by 58 percent for residence in Flint .
Edit intent: fluency
Original:  States such as Arizona and Mississippi have recently seen legislative attempts to allow health care services to deny care to LGBTQ people and these stratifications of access to care also denies LGBTQ people the same possibilities for family planning and formation.
Revised:  States such as Arizona and Mississippi have recently seen legislative attempts to allow health care services to deny care to LGBTQ people ; these stratifications of access to care also denies LGBTQ people the same possibilities for family planning and formation.
Edit intent: fluency
Original:  States such as Arizona and Mississippi have recently seen legislative attempts to allow health care services to deny care to LGBTQ people and these stratifications of access to care also denies LGBTQ people the same possibilities for family planning and formation.
Revised:  States such as Arizona and Mississippi have recently seen legislative attempts to allow health care services to deny care to LGBTQ people and these stratifications of access to care also deny LGBTQ people the same possibilities for family planning and formation.
Edit intent: fluency
Original:  Two twist theories have been proposed independently , the axial twist hypothesis by de Marc Lussanet and Jan Osse and the somatic twist hypothesis by Marcel Kinsbourne. alt=caption|Schema of the developmental twist  according to the axial twist hypothesis.
Revised:  Two twist theories have been proposed independently : the axial twist hypothesis by de Marc Lussanet and Jan Osse and the somatic twist hypothesis by Marcel Kinsbourne. alt=caption|Schema of the developmental twist according to the axial twist hypothesis.
Edit intent: fluency
Original:  Two twist theories have been proposed independently , the axial twist hypothesis by de Marc Lussanet and Jan Osse and the somatic twist hypothesis by Marcel Kinsbourne. alt=caption|Schema of the developmental twist  according to the axial twist hypothesis.
Revised:  Two twist theories have been proposed independently , the axial twist hypothesis by de Marc Lussanet and Jan Osse and the somatic twist hypothesis by Marcel Kinsbourne. alt=caption|Schema of the developmental twist , according to the axial twist hypothesis.
Edit intent: fluency
Original:  Colors refer to early embryo: Red=right side, blue=left side, black=dorsal, white=ventral  The axial twist hypothesis was designed to explain how the pattern of contralateral organization, decussations and chiasms develops, and why this pattern is evolutionary stable.
Revised:  Colors refer to early embryo: Red=right side, blue=left side, black=dorsal, white=ventral . The axial twist hypothesis was designed to explain how the pattern of contralateral organization, decussations and chiasms develops, and why this pattern is evolutionary stable.
Edit intent: fluency
Original:  Colors refer to early embryo: Red=right side, blue=left side, black=dorsal, white=ventral  The axial twist hypothesis was designed to explain how the pattern of contralateral organization, decussations and chiasms develops, and why this pattern is evolutionary stable.
Revised:  Colors refer to early embryo: Red=right side, blue=left side, black=dorsal, white=ventral The axial twist hypothesis was designed to explain how the pattern of contralateral organization, decussations and chiasms develops, and why this pattern is evolutionarily stable.
Edit intent: fluency
Original:  The optic tract grows from the retina to the optic tectum , as dorsal and ventral are inverted in the anterior head region, the tracts grow at first to the ventral side  to meet in the midline to form a chiasma.
Revised:  The optic tract grows from the retina to the optic tectum . Because dorsal and ventral are inverted in the anterior head region, the tracts grow at first to the ventral side to meet in the midline to form a chiasma.
Edit intent: coherence
Original:  The optic tract grows from the retina to the optic tectum , as dorsal and ventral are inverted in the anterior head region, the tracts grow at first to the ventral side  to meet in the midline to form a chiasma.
Revised:  The optic tract grows from the retina to the optic tectum , as dorsal and ventral are inverted in the anterior head region, the tracts grow at first toward the ventral side to meet in the midline to form a chiasma.
Edit intent: clarity
Original:  The optic tract grows from the retina to the optic tectum , as dorsal and ventral are inverted in the anterior head region, the tracts grow at first to the ventral side  to meet in the midline to form a chiasma.
Revised:  The optic tract grows from the retina to the optic tectum , as dorsal and ventral are inverted in the anterior head region, the tracts grow at first to the ventral side , to meet in the midline to form a chiasma.
Edit intent: fluency
Original:  The heart and bowels are internal organs with no strong integration in external body structures, so there is no evolutionary pressure to make them turn also . Rather, these organs retain their original asymmetric orientation in the body.
Revised:  The heart and bowels are internal organs with no strong integration in external body structures, so there is no evolutionary pressure to make them turn in a similar way . Rather, these organs retain their original asymmetric orientation in the body.
Edit intent: meaning-changed
Original:  According to the somatic twist hypothesis, not the entire animal turned on its back but just the ″somatic″ part , i.e., everything behind the eyes, mouth and nostrils, including the forebrain.
Revised:  According to the somatic twist hypothesis, not the entire animal turned on its back but just the ″somatic″ part — i.e., everything behind the eyes, mouth and nostrils, including the forebrain.
Edit intent: fluency
Original: Kellenberger, E. ( 15May1994) Genetic ecology: a new interdisciplinary science, fundamental for evolution, biodiversity and biosafety evaluations  Experientia vol50:5 pp429-437 Typically, genetic data is not thought of outside of any organism save for criminal for criminal forensics.
Revised: Kellenberger, E. ( 15 May 1994) " Genetic ecology: a new interdisciplinary science, fundamental for evolution, biodiversity and biosafety evaluations Experientia vol50:5 pp429-437 Typically, genetic data is not thought of outside of any organism save for criminal for criminal forensics.
Edit intent: fluency
Original: Kellenberger, E. ( 15May1994) Genetic ecology: a new interdisciplinary science, fundamental for evolution, biodiversity and biosafety evaluations  Experientia vol50:5 pp429-437 Typically, genetic data is not thought of outside of any organism save for criminal for criminal forensics.
Revised: Kellenberger, E. ( 15May1994) Genetic ecology: a new interdisciplinary science, fundamental for evolution, biodiversity and biosafety evaluations " Experientia vol50:5 pp429-437 Typically, genetic data is not thought of outside of any organism save for criminal for criminal forensics.
Edit intent: fluency
Original: Ecological Genetics (n.d.) Retrieved from URL Baxter S.W. et. al (2017)  EB Ford revisited: assessing the long-term stability of wing-spot patterns and population genetic structure of the meadow brown butterfly on the Isles of Scilly  Heredity This type of evolutionary biological study was only possible after gel electrophoresis had been designed in 1937.
Revised: Ecological Genetics (n.d.) Baxter S.W. et. al (2017) EB Ford revisited: assessing the long-term stability of wing-spot patterns and population genetic structure of the meadow brown butterfly on the Isles of Scilly Heredity This type of evolutionary biological study was only possible after gel electrophoresis had been designed in 1937.
Edit intent: coherence
Original: Ecological Genetics (n.d.) Retrieved from URL Baxter S.W. et. al (2017)  EB Ford revisited: assessing the long-term stability of wing-spot patterns and population genetic structure of the meadow brown butterfly on the Isles of Scilly  Heredity This type of evolutionary biological study was only possible after gel electrophoresis had been designed in 1937.
Revised: Ecological Genetics (n.d.) Retrieved from URL Baxter S.W. et. al (2017) " EB Ford revisited: assessing the long-term stability of wing-spot patterns and population genetic structure of the meadow brown butterfly on the Isles of Scilly Heredity This type of evolutionary biological study was only possible after gel electrophoresis had been designed in 1937.
Edit intent: fluency
Original: Ecological Genetics (n.d.) Retrieved from URL Baxter S.W. et. al (2017)  EB Ford revisited: assessing the long-term stability of wing-spot patterns and population genetic structure of the meadow brown butterfly on the Isles of Scilly  Heredity This type of evolutionary biological study was only possible after gel electrophoresis had been designed in 1937.
Revised: Ecological Genetics (n.d.) Retrieved from URL Baxter S.W. et. al (2017) EB Ford revisited: assessing the long-term stability of wing-spot patterns and population genetic structure of the meadow brown butterfly on the Isles of Scilly " Heredity This type of evolutionary biological study was only possible after gel electrophoresis had been designed in 1937.
Edit intent: fluency
Original: Tiselius, A. ( 25January1937) A New Apparatus for Electrophoretic Analysis of Colloidal Mixtures  Transactions of the Faraday Society Prior to this, a high throughput method for DNA analysis did not exist.
Revised: Tiselius, A. ( 25 January 1937) " A New Apparatus for Electrophoretic Analysis of Colloidal Mixtures Transactions of the Faraday Society Prior to this, a high throughput method for DNA analysis did not exist.
Edit intent: fluency
Original: Tiselius, A. ( 25January1937) A New Apparatus for Electrophoretic Analysis of Colloidal Mixtures  Transactions of the Faraday Society Prior to this, a high throughput method for DNA analysis did not exist.
Revised: Tiselius, A. ( 25January1937) A New Apparatus for Electrophoretic Analysis of Colloidal Mixtures " Transactions of the Faraday Society Prior to this, a high throughput method for DNA analysis did not exist.
Edit intent: fluency
Original: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels  Biochem Biophys Res Commun  The History of PCR  (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Revised: Shapiro, A.L. et. al ( 7 September 1967) " Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels Biochem Biophys Res Commun The History of PCR (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Edit intent: fluency
Original: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels  Biochem Biophys Res Commun  The History of PCR  (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Revised: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels " Biochem Biophys Res Commun The History of PCR (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Edit intent: fluency
Original: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels  Biochem Biophys Res Commun  The History of PCR  (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Revised: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels Biochem Biophys Res Commun " The History of PCR (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Edit intent: fluency
Original: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels  Biochem Biophys Res Commun  The History of PCR  (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Revised: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels Biochem Biophys Res Commun The History of PCR " (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Edit intent: fluency
Original: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels  Biochem Biophys Res Commun  The History of PCR  (2004) Retrieved from URL With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Revised: Shapiro, A.L. et. al ( 07September1967) Molecular weight estimation of polypeptide chains by electrophoresis in SDS-polyacrylamide gels Biochem Biophys Res Commun The History of PCR (2004) With this technology, segments of DNA could be sequenced, amplified, and proteins produced using bacterial transformations.
Edit intent: coherence
Original:  Ford's research, multiple other genetic ecologists have continued study within the field of genetic ecology such as PT Hanford Handford PT. (1973)  Patterns of variation in a number of genetic systems in Maniola jurtina  Isles of Scilly.
Revised:  Ford's research, multiple other genetic ecologists have continued study within the field of genetic ecology such as PT HanfordHandford PT. (1973) Patterns of variation in a number of genetic systems in Maniola jurtina Isles of Scilly.
Edit intent: fluency
Original:  Ford's research, multiple other genetic ecologists have continued study within the field of genetic ecology such as PT Hanford Handford PT. (1973)  Patterns of variation in a number of genetic systems in Maniola jurtina  Isles of Scilly.
Revised:  Ford's research, multiple other genetic ecologists have continued study within the field of genetic ecology such as PT Hanford Handford PT. (1973) " Patterns of variation in a number of genetic systems in Maniola jurtina Isles of Scilly.
Edit intent: fluency
Original:  Ford's research, multiple other genetic ecologists have continued study within the field of genetic ecology such as PT Hanford Handford PT. (1973)  Patterns of variation in a number of genetic systems in Maniola jurtina  Isles of Scilly.
Revised:  Ford's research, multiple other genetic ecologists have continued study within the field of genetic ecology such as PT Hanford Handford PT. (1973) Patterns of variation in a number of genetic systems in Maniola jurtina " Isles of Scilly.
Edit intent: fluency
Original:  | Alina von ThadenThaden, A. et. al ( 11Aug2017) Assessing SNP genotyping of noninvasively collected wildlife samples using microfluidic arrays Scientific Reports, and many others.
Revised:  | Alina von Thaden,Thaden, A. et. al ( 11Aug2017) Assessing SNP genotyping of noninvasively collected wildlife samples using microfluidic arrays Scientific Reports, and many others.
Edit intent: fluency
Original:  | Alina von ThadenThaden, A. et. al ( 11Aug2017) Assessing SNP genotyping of noninvasively collected wildlife samples using microfluidic arrays Scientific Reports, and many others.
Revised:  | Alina von ThadenThaden, A. et. al ( 11 August 2017) " Assessing SNP genotyping of noninvasively collected wildlife samples using microfluidic arrays Scientific Reports, and many others.
Edit intent: fluency
Original:  | Alina von ThadenThaden, A. et. al ( 11Aug2017) Assessing SNP genotyping of noninvasively collected wildlife samples using microfluidic arrays Scientific Reports, and many others.
Revised:  | Alina von ThadenThaden, A. et. al ( 11Aug2017) Assessing SNP genotyping of noninvasively collected wildlife samples using microfluidic arrays " Scientific Reports and many others.
Edit intent: fluency
Original:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Revised:  Ecology, and EvolutionTorda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Edit intent: fluency
Original:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Revised:  Ecology, and Evolution Torda , G. et. al ( 26 July 2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Edit intent: fluency
Original:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Revised:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate ChangeBenvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Edit intent: fluency
Original:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Revised:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25 July 2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Edit intent: fluency
Original:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific Reports Cure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Revised:  Ecology, and Evolution Torda , G. et. al ( 26July2017 ) Rapid adaptive responses to climate change in corals Nature Climate Change Benvenuto , C. Cosica, I. Chopelet, J. Sala-Bozano, M. Mariani, S. ( 25July2017 ) Ecological and evolutionary consequences of alternative sex-change pathways in fish Scientific ReportsCure , K. Thomas, L. Hobbs, JPA. Fairclough, D.V. Kennington, W.J. ( 25July2017)
Edit intent: fluency