wanyu/IteraTeR_v2 huggingface dataset:
Original:  However, the series suffers from false balance, drowning the advice of experts in lengthy testimonies by sympathetic practitioners of alternative medicine and their patients .
Revised:  However, the series suffers from false balance, drowning the advice of experts in lengthy testimonies by sympathetic practitioners of alternative medicine and their clients .
Edit intent: clarity
Original:  Presented without a narrator, the audience is left to make up his own minds about the information presented.
Revised:  Presented without a narrator, the audience is left to make up their own minds about the information presented.
Edit intent: fluency
Original:  It's also a reflexion on the poor state of the healthcare system, with people looking for quick fixes elsewhere.
Revised:  It's also a commentary on the poor state of the healthcare system, with people looking for quick fixes elsewhere.
Edit intent: fluency
Original:  Lowry quotes Steven Novella  warning that the promises of the wellness industry are often nothing more than false hopes.
Revised:  Lowry quotes Steven Novella 's warning that the promises of the wellness industry are often nothing more than false hopes.
Edit intent: fluency
Original: Mohammad Bagher Ansari () ( * 1946 in Mahallat, Iran) is Shi'a Islamic theologian, Islamic law scholar and philosopher with the religious Rank Hujjat al-Islam.
Revised: Mohammad Bagher Ansari () ( born 1946 in Mahallat, Iran) is Shi'a Islamic theologian, Islamic law scholar and philosopher with the religious Rank Hujjat al-Islam.
Edit intent: fluency
Original: Where he studied elementary school, then he studied the religious sciences at the theological school. he studied new sciences in the high schools of this city.
Revised: Where he studied elementary school, then he studied the religious sciences at the theological school. He studied new sciences in the high schools of this city.
Edit intent: fluency
Original:  In addition to learning religious sciences, he studied Russian, German  and Arabic language.
Revised:  In addition to learning religious sciences, he studied Russian, German , and Arabic language.
Edit intent: fluency
Original:  Since his return to Iran, the maintenance and expansion of international relations have been part of his area of ​​activity. he is doing academic and religious activities.
Revised:  Since his return to Iran, the maintenance and expansion of international relations have been part of his area of ​​activity. He is doing academic and religious activities.
Edit intent: fluency
Original:  Category:Islamic religious leaders Category:Iranian journalists Category:Iranian people Category: 1946 births Category:Iranian philosophe
Revised:  Category:Islamic religious leaders Category:Iranian journalists Category:Iranian people Category: 1946 birt
Edit intent: fluency
Original:  In one study, wastewater surveillance showed signs of SARS-CoV-2 RNA before any cases were detected in the local population .
Revised:  In one study, wastewater surveillance showed signs of SARS-CoV-2 RNA before any cases were detected in the local population 
Edit intent: fluency
Original:  References%DIFDELCMD < %DIFDELCMD < %%% Category:Epidemiology Category:Sewerage Category:Surveillan
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Category:Epidemiology Category:Sewerage Category:Surveillan
Edit intent: fluency
Original:  References%DIFDELCMD < %DIFDELCMD < %%% Category:Epidemiology Category:Sewerage Category:Surveillan
Revised:  References%DIFDELCMD < %DIFDELCMD < %%% 
Edit intent: fluency
Original: Stephanie Wesley Byers (born February 5, 1963) is an American politician and educator.
Revised: Stephanie Byers (born February 5, 1963) is an American politician and educator.
Edit intent: clarity
Original: Early life Stephen Wesley Byers, member of the Chickasaw Nation, was born February 5, 1963, in Norman, Oklahoma.
Revised: Early life Byers, a member of the Chickasaw Nation, was born February 5, 1963, in Norman, Oklahoma.
Edit intent: clarity
Original:  She was elected to the Kansas House of Representatives from the 86th district  in the 2020 general election making her the first openly transgender person to serve in the Kansas Legislature and the first transgender Native American person elected to office in America;
Revised:  She was elected to the Kansas House of Representatives from the 86th district in the 2020 election made her the first openly transgender person to serve in the Kansas Legislature and the first transgender Native American person elected to office in America;
Edit intent: clarity
Original:  Career  Stephanie Byers's campaign logo
Revised:  Career Teaching Stephanie Byers's campaign logo
Edit intent: fluency
Original: Native American state legislators Category:Native American women in politics Category:Schoolteachers from Kansas Category:21st-century American women educators Category:Transgender and transsexual women Category:Transgender and transsexual politicians Category:Women state legislators in Kansas Category:LGBT Native Americans Category:LGBT people from Oklahoma Category:21st-century American politicians Category:Kansas Democrats Category:20th-century Native  America
Revised: Native American state legislators Category:Native American women in politics Category:Schoolteachers from Kansas Category:21st-century American women educators Category:Transgender and transsexual women Category:Transgender and transsexual politicians Category:Women state legislators in Kansas Category:LGBT Native Americans Category:LGBT people from Oklahoma Category:21st-century American politicians Category:Kansas Democrats Category:20th-century Native Americans Category:21st-century Native America
Edit intent: fluency
Original:  In the same lineage, hPG80 targeting also results in radiation-induced survival pathways inhibition, Akt and ER 
Revised:  In the same lineage, hPG80 targeting also results in radiation-induced survival pathways inhibition, Akt and ER Reference
Edit intent: coherence
Original:  It should be noted that, to date, more than half of the results resulting from the search for the word progastrin on search engines concern the pro-GRP and not the 80 amino acids molecule referred to the names progastrin and hPG80.
Edit intent: coherence
Original: 2000 - 2001: The GAST gene is a target of the ß-catenin /Tcf4 pathway.
Revised: 2000 - 2001: The GAST gene is a target of the β-catenin /Tcf4 pathway.
Edit intent: fluency
Original:  2005: Ras and ß-catenin /Tcf4 pathways induce synergistic activation of the GAST gene, contributing to possible neoplastic progression.
Revised:  2005: Ras and β-catenin /Tcf4 pathways induce synergistic activation of the GAST gene, contributing to possible neoplastic progression.
Edit intent: fluency
Original:  2007: Inhibition of hPG80 expression inhibits the Wnt/ ß-catenin pathway inducing decreased growth and tumor differentiation in intestinal tumor models.
Revised:  2007: Inhibition of hPG80 expression inhibits the Wnt/ β-catenin pathway inducing decreased growth and tumor differentiation in intestinal tumor models.
Edit intent: fluency
Original:  This article described a number of food processing applications, including the automation of labor-intensive tasks such as lasagna production and rainbow packng .
Revised:  This article described a number of food processing applications, including the automation of labor-intensive tasks such as lasagna production and rainbow packing .
Edit intent: fluency
Original:  This article described a number of food processing applications, including the automation of labor-intensive tasks such as lasagna production and rainbow packing .
Revised:  This article described a number of food processing applications, including the automation of labor-intensive tasks such as lasagna production .
Edit intent: clarity
Original:  Factors that have been implicated are the generation of interferons by infected cells, and the occupation or down-modulation of cellular receptors   
Revised:  Factors that have been implicated are the generation of interferons by infected cells, and the occupation or down-modulation of cellular receptors . 
Edit intent: fluency
Original:  Factors that have been implicated are the generation of interferons by infected cells, and the occupation or down-modulation of cellular receptors.
Revised:  Factors that have been implicated are the generation of interferons by infected cells, and the occupation or :wikt:downmodulation of cellular receptors.
Edit intent: fluency
Original:  Factors that have been implicated are the generation of interferons by infected cells, and the occupation or :wikt:downmodulation of cellular receptors.
Revised:  Factors that have been implicated are the generation of interferons by infected cells, and the occupation or down-modulation of cellular receptors.
Edit intent: fluency
Original:  This viral interference depends on the expression by the primary phage of the genes immunity (imm) and spackle (sp).
Revised:  This viral interference depends on the expression by the primary phage of the gene's immunity (imm) and spackle (sp).
Edit intent: fluency
Original:  Genet Res. 1988;52(2):81-90. doi:10.1017/s0016672300027440 The imm gp appears to enable the host exonuclease V to degrade  superinfecting phage DNA, and the sp gp appears to interfere with the DNA injection process of secondary phage.
Revised:  Genet Res. 1988;52(2):81-90. doi:10.1017/s0016672300027440 The imm gp appears to enable the host exonuclease V to degrade the superinfecting phage DNA, and the sp gp appears to interfere with the DNA injection process of secondary phage.
Edit intent: fluency
Original:  This viral interference depends on the expression by the primary phage of the gene's immunity (imm) and spackle (sp).
Revised:  This viral interference depends on the expression by the primary phage of the genes immunity (imm) and spackle (sp).
Edit intent: clarity
Original: ]] The Unique formula identifier or UFI is a code printed on some household chemicals, meant to help calls to poison control centers to determine the contents.
Revised: ]] The Unique Formula Identifier or UFI is a code printed on some household chemicals, meant to help calls to poison control centers to determine the contents.
Edit intent: fluency
Original:  Format The UFI takes the form of a the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in 4 blocks with dashes.
Revised:  Format The UFI takes the form of the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in 4 blocks with dashes.
Edit intent: fluency
Original:  Format The UFI takes the form of a the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in 4 blocks with dashes.
Revised:  Format The UFI takes the form of a the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in four blocks with dashes.
Edit intent: fluency
Original:  All letters are upper case and letters that are hard to discern from numerals are omitted.
Revised:  All letters are uppercase and letters that are hard to discern from numerals are omitted.
Edit intent: clarity
Original: ]] The Unique Formula Identifier or UFI is a code printed on some household chemicals , meant to help calls to poison control centers to determine the contents.
Revised: ]] The Unique formula identifier or UFI is a code printed on some household chemicals , meant to help calls to poison control centers to determine the contents.
Edit intent: fluency
Original:  The UFI is mandated in the European Union for consumer, profession and industrial products containing dangerous chemicals since 2020-2025 and is controlled by the European Chemicals Agency (ECHA).
Revised:  The UFI is mandated in the EEA for consumer, profession and industrial products containing dangerous chemicals since 2020-2025 and is controlled by the European Chemicals Agency (ECHA).
Edit intent: clarity
Original:  The UFI is mandated in the European Union for consumer, profession and industrial products containing dangerous chemicals since 2020-2025 and is controlled by the European Chemicals Agency (ECHA).
Revised:  The UFI is mandated in the European Union for consumer, professional and industrial since 2020-2025 and is controlled by the European Chemicals Agency (ECHA).
Edit intent: clarity
Original:  Format The UFI takes the form of  the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in four blocks with dashes.
Revised:  Format The UFI takes the form of a the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in four blocks with dashes.
Edit intent: fluency
Original:  Format The UFI takes the form of  the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in four blocks with dashes.
Revised:  Format The UFI takes the form of the prefix acronym UFI:, followed by a 16-digit alphanumeric code, seperated in 4 blocks with dashes.
Edit intent: fluency
Original:  All letters are uppercase and letters that are hard to discern from numerals are omitted.
Revised:  All letters are upper case and letters that are hard to discern from numerals are omitted.
Edit intent: fluency
Original: ]] The Unique formula identifier or UFI is a code printed on products with hazardous mixtures in the EEA , meant to help calls to poison control centers to determine the contents.
Revised: ]] The unique formula identifier (UFI) is a code printed on products with hazardous mixtures in the EEA , meant to help calls to poison control centers to determine the contents.
Edit intent: clarity
Original: ]] The Unique formula identifier or UFI is a code printed on products with hazardous mixtures in the EEA , meant to help calls to poison control centers to determine the contents.
Revised: ]] The Unique formula identifier or UFI is a code printed on products with hazardous mixtures in the European Economic Area (EEA) , meant to help calls to poison control centers to determine the contents.
Edit intent: clarity
Original:  The UFI is mandated in the EEA for consumer, professional and industrial since 2020-2025, for products containing hazardous mixturesThe UFI and what it means for your product labels, ECHA .
Revised:  The UFI is mandated in the EEA for consumer, professional and industrial since 2020-2025, for products containing hazardous mixtures.The UFI and what it means for your product labels, ECHA .
Edit intent: fluency
Original:  The UFI is mandated in the EEA for consumer, professional and industrial since 2020-2025, for products containing hazardous mixturesThe UFI and what it means for your product labels, ECHA .
Revised:  The UFI is mandated in the EEA for consumer, professional and industrial since 2020-2025, for products containing hazardous mixturesThe UFI and what it means for your product labels, ECHA 
Edit intent: fluency
Original: What is a UFI? - Using the UFI for your products and mixtures, Heidi Rasikari (ECHA), April 26, 2018.
Revised: What is a UFI? - Using the UFI for your products and mixtures, Heidi Rasikari (ECHA), April 26, 2018
Edit intent: fluency
Original:  An UFI (with prefix) looks like: UFI: N1QV-R02N-J00M-WQD5 De UFI is mandated from january 1, 2021 for products for consumer or professional use, and from january 1, 2024 for new products for industrial use.
Revised:  An UFI (with prefix) looks like: UFI: N1QV-R02N-J00M-WQD5 UFI is mandated from january 1, 2021 for products for consumer or professional use, and from january 1, 2024 for new products for industrial use.
Edit intent: fluency
Original:  An UFI (with prefix) looks like: UFI: N1QV-R02N-J00M-WQD5 De UFI is mandated from january 1, 2021 for products for consumer or professional use, and from january 1, 2024 for new products for industrial use.
Revised:  An UFI (with prefix) looks like: UFI: N1QV-R02N-J00M-WQD5 De UFI is mandated from January 1, 2021 for products for consumer or professional use, and from january 1, 2024 for new products for industrial use.
Edit intent: fluency
Original:  An UFI (with prefix) looks like: UFI: N1QV-R02N-J00M-WQD5 De UFI is mandated from january 1, 2021 for products for consumer or professional use, and from january 1, 2024 for new products for industrial use.
Revised:  An UFI (with prefix) looks like: UFI: N1QV-R02N-J00M-WQD5 De UFI is mandated from january 1, 2021 for products for consumer or professional use, and from January 1, 2024 for new products for industrial use.
Edit intent: fluency
Original:  Existing mixtures that area already notified at a national poison centre may need labeling from january 2025.
Revised:  Existing mixtures that area already notified at a national poison centre may need labeling from January 2025.
Edit intent: fluency
Original: The UFI is mandated in the EEA for consumer, professional and industrial since 2020–2025, for products containing hazardous mixtures .
Revised: The UFI is mandated in the European Economic Area for consumer, professional and industrial since 2020–2025, for products containing hazardous mixtures .
Edit intent: clarity
Original: The UFI is mandated in the EEA for consumer, professional and industrial since 2020–2025, for products containing hazardous mixtures .
Revised: The UFI is mandated in the EEA for consumer, professional and industrial products containing hazardous mixtures .
Edit intent: coherence
Original:  Existing mixtures that area already notified at a national poison centre may need labeling from January 2025.
Revised:  Existing mixtures that are already notified at a national poison centre may need labeling from January 2025.
Edit intent: fluency
Original: In neuroscience, a neuron's f-I curve is a function that relates the net synaptic current flowing into the neuron ( "I" being the letter commonly used to measure current), to the firing rate ( "f" ) evoked in the neuron.
Revised: In neuroscience, a F-I curve is the function of a neuron, that relates the net synaptic current flowing into the neuron ( "I" being the letter commonly used to measure current), to the firing rate ( "f" ) evoked in the neuron.
Edit intent: clarity
Original: In neuroscience, a neuron's f-I curve is a function that relates the net synaptic current flowing into the neuron ( "I" being the letter commonly used to measure current), to the firing rate ( "f" ) evoked in the neuron.
Revised: In neuroscience, a neuron's f-I curve is a function that relates the net synaptic current flowing into the neuron ( ′I′ is the measure for current), to the firing rate ( "f" ) evoked in the neuron.
Edit intent: clarity
Original:   The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin , and the way f-I curves emerge from neuronal biophysics has been modeled computationally for example using the approach of Phase response curves . : Category:Neuroscien
Revised:  . The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin , and the way f-I curves emerge from neuronal biophysics has been modeled computationally for example using the approach of Phase response curves . : Category:Neuroscien
Edit intent: fluency
Original:   The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin , and the way f-I curves emerge from neuronal biophysics has been modeled computationally for example using the approach of Phase response curves . : Category:Neuroscien
Revised:  The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin , and the way f-I curves emerge from neuronal biophysics has been modeled computationally for example using the approach of Phase response curves : Category:Neuroscien
Edit intent: fluency
Original:   The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin , and the way f-I curves emerge from neuronal biophysics has been modeled computationally for example using the approach of Phase response curves . : Category:Neuroscien
Revised:  The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin , and the way f-I curves emerge from neuronal biophysics has been modeled computationally for example using the approach of Phase response curves . Category:Neuroscien
Edit intent: fluency
Original: In neuroscience, an F-I curve  is the function that relates the net synaptic current  flowing into a Neuron to its firing rate ( ′I′ is the measure for current, 'F' for firing rate) Because the f-I curve only specifies the firing rate rather than exact spike times, it is a concept suited to the rate coding rather than temporal coding model of neuronal computation.
Revised: In neuroscience, an F-I curve ) is the function that relates the net synaptic current flowing into a Neuron to its firing rate ( ′I′ is the measure for current, 'F' for firing rate) Because the f-I curve only specifies the firing rate rather than exact spike times, it is a concept suited to the rate coding rather than temporal coding model of neuronal computation.
Edit intent: fluency
Original: In neuroscience, an F-I curve  is the function that relates the net synaptic current  flowing into a Neuron to its firing rate ( ′I′ is the measure for current, 'F' for firing rate) Because the f-I curve only specifies the firing rate rather than exact spike times, it is a concept suited to the rate coding rather than temporal coding model of neuronal computation.
Revised: In neuroscience, an F-I curve is the function that relates the net synaptic current flowing into a neuron to its firing rate ( ′I′ is the measure for current, 'F' for firing rate) Because the f-I curve only specifies the firing rate rather than exact spike times, it is a concept suited to the rate coding rather than temporal coding model of neuronal computation.
Edit intent: fluency
Original: In neuroscience, an F-I curve  is the function that relates the net synaptic current  flowing into a Neuron to its firing rate ( ′I′ is the measure for current, 'F' for firing rate) Because the f-I curve only specifies the firing rate rather than exact spike times, it is a concept suited to the rate coding rather than temporal coding model of neuronal computation.
Revised: In neuroscience, an F-I curve is the function that relates the net synaptic current flowing into a Neuron to its firing rate ( F) Because the f-I curve only specifies the firing rate rather than exact spike times, it is a concept suited to the rate coding rather than temporal coding model of neuronal computation.
Edit intent: clarity
Original:  Common mathematical models for f-I include the sigmoid, exponential, and rectified linear functions , also commonly used as activation functions in artificial neural networks .
Revised:  Common mathematical models for f-I include the sigmoid, exponential, and rectified linear functions .
Edit intent: clarity
Original:  The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin , and the way f-I curves emerge from neuronal biophysics has been modeled computationally for example using the approach of Phase response curves
Revised:  The experimental study of how neuronal firing rates can relate to applied currents goes back at least as far as Hodgkin .
Edit intent: coherence
Original:   In 1990, she started composing hymns.
Revised:  Canaan Hymns In 1990, she started composing hymns.
Edit intent: clarity
Original:  References  Works cit 
Revised:  References Works cited 
Edit intent: fluency
Original: The Mars Exploration Ice Mapper is a proposed Mars Orbiter being developed by NASA in collaboration with the Canadian Space Agency  .
Revised: The Mars Ice Mapper is a proposed Mars Orbiter being developed by NASA in collaboration with the Canadian Space Agency .
Edit intent: clarity
Original: The Mars Exploration Ice Mapper is a proposed Mars Orbiter being developed by NASA in collaboration with the Canadian Space Agency  .
Revised: The Mars Exploration Ice Mapper is a proposed Mars orbiter being developed by NASA in collaboration with the Canadian Space Agency .
Edit intent: fluency