wanyu/IteraTeR_v2 huggingface dataset:
Original:  Attitudes are associated beliefs and behaviors towards some object.
Revised: "Attitude will change outcome and outcome will change attitude"- Unknown Attitudes are associated beliefs and behaviors towards some object.
Edit intent: coherence
Original:  <ref> Websters 1913 dictionary Fengite is also a variant spelling of phengite, the high silica muscovite variety. Notes
Revised:  Websters 1913 dictionary Fengite is also a variant spelling of phengite, the high silica muscovite variety. Notes
Edit intent: coherence
Original: Fengite is a transparent form of marble or alabaster .
Revised: Fengite is a translucent sheets of marble or alabaster .
Edit intent: clarity
Original:  Websters 1913 dictionary Category:Minerals Category: Alabast 
Revised:  Websters 1913 dictionary Category:Minerals Category: Alabaster 
Edit intent: fluency
Original: Fengite is a translucent sheets of marble or alabaster used during the Early Middle Ages for windows instead of glass.
Revised: Fengite is a translucent sheet of marble or alabaster used during the Early Middle Ages for windows instead of glass.
Edit intent: fluency
Original:  Springer 2014Websters 1913 dictionary Fengite is also a variant spelling of phengite, the high silica muscovite variety.
Revised:  Springer 2014Websters 1913 dictionary 
Edit intent: coherence
Original: Drug-drug interaction A modification of the effect of a drug when administered with another drug.
Revised: Drug–drug interaction A modification of the effect of a drug when administered with another drug.
Edit intent: fluency
Original: Phase I trial The first step in testing a new treatment in humans.
Revised: Phase I clinical trials The first step in testing a new treatment in humans.
Edit intent: clarity
Original:  (21CFR312) Phase II trial A study to test whether a new treatment has an effect (NCI) Controlled clinical studies conducted to evaluate the effectiveness of the drug for a particular indication or indications in patients with the disease or condition under study and to determine the common short-term side effects and risks.
Revised:  (21CFR312) Phase II clinical trials A study to test whether a new treatment has an effect (NCI) Controlled clinical studies conducted to evaluate the effectiveness of the drug for a particular indication or indications in patients with the disease or condition under study and to determine the common short-term side effects and risks.
Edit intent: fluency
Original:  (21CFR312) Phase III trial A study to compare the results of people taking a new treatment with the results of people taking the standard treatment (for example, which group has better survival rates or fewer side effects).
Revised:  (21CFR312) Phase III clinical trials A study to compare the results of people taking a new treatment with the results of people taking the standard treatment (for example, which group has better survival rates or fewer side effects).
Edit intent: clarity
Original:  (21CFR312) Phase IV  trial After a treatment has been approved and is being marketed, it is studied in a phase IV trial to evaluate side effects that were not apparent in the phase III trial.
Revised:  (21CFR312) Phase IV clinical trial After a treatment has been approved and is being marketed, it is studied in a phase IV trial to evaluate side effects that were not apparent in the phase III trial.
Edit intent: clarity
Original:  Many Shelta words have been disguised using techniques such as back slang where sounds are transposed (for example gop "kiss" from Irish póg) or the addition of sounds (for example gather "father" from Irish athair) modern English slang "gaffer" (Boss) .
Revised:  Many Shelta words have been disguised using techniques such as back slang where sounds are transposed (for example gop "kiss" from Irish póg) or the addition of sounds (for example gather "father" from Irish athair) .
Edit intent: coherence
Original:  The consonants are /p, pʲ, b, bʲ, m, mʲ, w, t, tʲ, d, dʲ, n, nʲ, θ, ð, r, rʲ, l, ʎ, ʃ, t͡ʃ, j, k, kʲ, g, gʲ, χ/. Many words are complex by incorporating numerous consonants within, as in the word skraχo for “tree, bush’ with the consonant /χ/ being a hissing sound that is held in the back of the throat, and is held longer than other consonants.
Revised:  Many words are complex by incorporating numerous consonants within, as in the word skraχo for “tree, bush’ with the consonant /χ/ being a hissing sound that is held in the back of the throat, and is held longer than other consonants.
Edit intent: coherence
Original:  The etymology of the word has long been a matter of debate: modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit.  the people of walks  ),Collins Irish Dictionary, HarperCollins 2006 the traditional Irish term for Travellers).
Revised:  The etymology of the word has long been a matter of debate: modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit. " the people of walks ),Collins Irish Dictionary, HarperCollins 2006 the traditional Irish term for Travellers).
Edit intent: fluency
Original:  The etymology of the word has long been a matter of debate: modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit.  the people of walks  ),Collins Irish Dictionary, HarperCollins 2006 the traditional Irish term for Travellers).
Revised:  The etymology of the word has long been a matter of debate: modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit. the people of walks " ),Collins Irish Dictionary, HarperCollins 2006 the traditional Irish term for Travellers).
Edit intent: fluency
Original:  The etymology of the word has long been a matter of debate : modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit.
Revised:  The word's etymology has long been a matter of debate : modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit.
Edit intent: clarity
Original:  The etymology of the word has long been a matter of debate : modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit.
Revised:  The etymology of the word has long been a matter of debate . Modern Celticists believe that Irish "to walk" is at the root, either via a term such as "a walker" or a form of the verbal noun (cf. an lucht siúlta , "the walking people" (lit.
Edit intent: fluency
Original:  Compare: SheltaEnglish De FeenThe manDe ByorThe womanSooblikBoyLackinGirlMáillesHandsPíMouthLúrógsEyesReebHairRíspaTrousersGuilliminsShoesTugsClothesGriffinCoat Lorch CarLíBedNucelCandle Talósc DayOlomiNightLuscánFishSolk/BugTakeBugGo/Give/GetKroshGo/ComeGloke/Gratch/Oagle/DasheLook/See/Watch Incidentally, there is not as much importance put on gender in Shelta.
Revised:  Compare: SheltaEnglishDe FeenThe manDe ByorThe womanSooblikBoyLackinGirlMáillesHandsPíMouthLúrógsEyesReebHairRíspaTrousersGuilliminsShoesTugsClothesGriffinCoat Lorch CarLíBedNucelCandle Talósc DayOlomiNightLuscánFishSolk/BugTakeBugGo/Give/GetKroshGo/ComeGloke/Gratch/Oagle/DasheLook/See/Watch Incidentally, there is not as much importance put on gender in Shelta.
Edit intent: fluency
Original:  Compare: SheltaEnglish De FeenThe manDe ByorThe womanSooblikBoyLackinGirlMáillesHandsPíMouthLúrógsEyesReebHairRíspaTrousersGuilliminsShoesTugsClothesGriffinCoat Lorch CarLíBedNucelCandle Talósc DayOlomiNightLuscánFishSolk/BugTakeBugGo/Give/GetKroshGo/ComeGloke/Gratch/Oagle/DasheLook/See/Watch Incidentally, there is not as much importance put on gender in Shelta.
Revised:  Compare: SheltaEnglish De FeenThe manDe ByorThe womanSooblikBoyLackinGirlMáillesHandsPíMouthLúrógsEyesReebHairRíspaTrousersGuilliminsShoesTugsClothesGriffinCoat Lorch CarLíBedNucelCandle Talósc DayOlomiNightLuscánFishSolk/BugTakeBugGo/Give/GetKroshGo/ComeGloke/Gratch/Oagle/DasheLook/See/Watch There is not as much importance put on gender in Shelta.
Edit intent: coherence
Original:  It existed from July 1823 to February 1841, as a republican democracy .
Revised:  It existed from July 1823 to February 1841, as a democratic republic .
Edit intent: clarity
Original: Independence 1821– 18200 From the 16th century through 1821, Central America, apart from Panama, formed the Captaincy General of Guatemala within the Industry 1821 a congress of Central American Criollos in Guatemala City composed the Act of Independence of Central America to declare the region's independence from Spain, effective on September 15 of that year.
Revised: Independence 1821– 18200 From the 16th century through 1821, Central America, apart from Panama, formed the Captaincy General of Guatemala within the Spanish Empire. In 1821 a congress of Central American Criollos in Guatemala City composed the Act of Independence of Central America to declare the region's independence from Spain, effective on September 15 of that year.
Edit intent: clarity
Original:  While physiologists have traditionally assumed that acclimation is beneficial (or explicitly defined it as such), criticism of the adaptationist program by Stephen Jay Gould and Richard Lewontin led to a call for increased robustness in testing adaptationist hypotheses  Gould, S.J and Lewontin, R.C. (1979).
Revised:  While physiologists have traditionally assumed that acclimation is beneficial (or explicitly defined it as such), criticism of the adaptationist program by Stephen Jay Gould and Richard Lewontin led to a call for increased robustness in testing adaptationist hypotheses . Gould, S.J and Lewontin, R.C. (1979).
Edit intent: fluency
Original:  Proc. Roy. Soc. London B 205. pp. 581-598. . The initial definition of the BAH, as published in 1994 in the Proceedings of the National Academy of Sciences by Leroi et al., is that “acclimation to a particular environment gives an organism a performance advantage in that environment over another organism that has not had the opportunity to acclimate to that particular environment.”
Revised:  Proc. Roy. Soc. London B 205. pp. 581-598. The initial definition of the BAH, as published in 1994 in the Proceedings of the National Academy of Sciences by Leroi et al., is that “acclimation to a particular environment gives an organism a performance advantage in that environment over another organism that has not had the opportunity to acclimate to that particular environment.”
Edit intent: fluency
Original:  Acad. Sci. (91). pp. 1917-1921 . This definition was further reworked in an article in American Zoologist 1999 by Raymond B.
Revised:  Acad. Sci. (91). pp. 1917-1921 This definition was further reworked in an article in American Zoologist 1999 by Raymond B.
Edit intent: fluency
Original:  Huey, David Berrigan, George W. Gilchrist, and Jon C. Herron  Huey, R. B., Berrigan, D., Gilchrist, G.W. and Herron, J.C. (1999).
Revised:  Huey, David Berrigan, George W. Gilchrist, and Jon C. Herron . Huey, R. B., Berrigan, D., Gilchrist, G.W. and Herron, J.C. (1999).
Edit intent: fluency
Original:  Amer. Zool. 39. pp. 323-336 .
Revised:  Amer. Zool. 39. pp. 323-336 
Edit intent: fluency
Original:  Initial experiments by Leroi et al., the first scientists to address this problem, tested only the Beneficial Acclimation Hypothesis and not the subsequent hypotheses developed by Huey et al. , . Colonies of E. coli were acclimated for seven generations in two different temperature conditions: 32 °C and 41.5 °C. Colonies were then competed against each other at those temperatures.
Revised:  Initial experiments by Leroi et al., the first scientists to address this problem, tested only the Beneficial Acclimation Hypothesis and not the subsequent hypotheses developed by Huey et al. Colonies of E. coli were acclimated for seven generations in two different temperature conditions: 32 °C and 41.5 °C. Colonies were then competed against each other at those temperatures.
Edit intent: fluency
Original:  This led to the authors’ rejection of the generality of beneficial acclimation  Huey et al. examined four previously-conducted studies, applying the five competing hypotheses, and found that none of the results of the studies could be entirely explained by beneficial acclimation.
Revised:  This led to the authors’ rejection of the generality of beneficial acclimation . Huey et al. examined four previously-conducted studies, applying the five competing hypotheses, and found that none of the results of the studies could be entirely explained by beneficial acclimation.
Edit intent: fluency
Original:  Why Isn’t Acclimation Beneficial?
Revised:  Why Is Acclimation Not Beneficial?
Edit intent: coherence
Original:  Why then isn’t acclimation beneficial?
Revised:  Why then is acclimation not beneficial?
Edit intent: coherence
Original:  H. Arthur Woods and Jon F. Harrison examined the possible reasons in a 2002 Evolution article .
Revised:  H. Arthur Woods and Jon F. Harrison examined the possible reasons in a 2002 Evolution paper .
Edit intent: fluency
Original:  They suggested that: In response to continuing rejections of the Beneficial Acclimation Hypothesis, a number of common criticisms of experimental tests have been developed . Particularly, that : 1. The majority of studies have actually been examining developmental acclimation.
Revised:  They suggested that: In response to continuing rejections of the Beneficial Acclimation Hypothesis, a number of common criticisms of experimental tests have been developed : 1. The majority of studies have actually been examining developmental acclimation.
Edit intent: coherence
Original:  In addition to this, recent studies of the hypothesis have provided additional complications, such as trade-offs evident only in field environments and interactions with behavior and life history traits  Deere, J.A. and Chown, S.L. (2006).
Revised:  In addition to this, recent studies of the hypothesis have provided additional complications, such as trade-offs evident only in field environments and interactions with behavior and life history traits . Deere, J.A. and Chown, S.L. (2006).
Edit intent: fluency
Original:  Testing the Beneficial Acclimation Hypothesis and It’s Alternatives for Locomotor Performance.
Revised:  Testing the Beneficial Acclimation Hypothesis and Its Alternatives for Locomotor Performance.
Edit intent: fluency
Original:  Ecol. Lett. 11. pp. 1027:1036. . The study of developmental and phenotypic plasticity continues.
Revised:  Ecol. Lett. 11. pp. 1027:1036. The study of developmental and phenotypic plasticity continues.
Edit intent: fluency
Original:  Amer. Zool. 39. pp. 323-336 They determined that, following Platt’s strong inference approach, multiple competing hypotheses were needed to properly assess beneficial acclimation (see picture at right) .
Revised:  Amer. Zool. 39. pp. 323-336 They determined that, following Platt’s strong inference approach, multiple competing hypotheses were needed to properly assess beneficial acclimation .
Edit intent: coherence
Original: The Beneficial Acclimation Hypothesis (BAH) is the physiological hypothesis that acclimating to a particular environment (usually thermal) provides an organism with advantages in that environment.
Revised: The beneficial acclimation hypothesis (BAH) is the physiological hypothesis that acclimating to a particular environment (usually thermal) provides an organism with advantages in that environment.
Edit intent: clarity
Original: History and Definition Acclimation is a set of physiological responses that occurs during an individual ’ s lifetime to chronic laboratory-induced environmental conditions (in contrast to acclimatization).
Revised: History and definition Acclimation is a set of physiological responses that occurs during an individual ’ s lifetime to chronic laboratory-induced environmental conditions (in contrast to acclimatization).
Edit intent: fluency
Original: History and Definition Acclimation is a set of physiological responses that occurs during an individual ’ s lifetime to chronic laboratory-induced environmental conditions (in contrast to acclimatization).
Revised: History and Definition Acclimation is a set of physiological responses that occurs during an individual ' s lifetime to chronic laboratory-induced environmental conditions (in contrast to acclimatization).
Edit intent: fluency
Original:  Am. Zool. 39. pp. 323-336 They determined that, following Platt ’ s strong inference approach, multiple competing hypotheses were needed to properly assess beneficial acclimation.
Revised:  Am. Zool. 39. pp. 323-336 They determined that, following Platt ' s strong inference approach, multiple competing hypotheses were needed to properly assess beneficial acclimation.
Edit intent: fluency
Original:  These included: Experimental Tests The majority of tests of the Beneficial Adaptation Hypothesis have, following Krogh's Principle , centered on the model organisms Drosophila melanogaster and Escherichia coli.
Revised:  These included: Experimental tests The majority of tests of the Beneficial Adaptation Hypothesis have, following Krogh's Principle , centered on the model organisms Drosophila melanogaster and Escherichia coli.
Edit intent: fluency
Original:  These included: Experimental Tests The majority of tests of the Beneficial Adaptation Hypothesis have, following Krogh's Principle , centered on the model organisms Drosophila melanogaster and Escherichia coli.
Revised:  These included: Experimental Tests The majority of tests of the beneficial adaptation hypothesis have, following Krogh's Principle , centered on the model organisms Drosophila melanogaster and Escherichia coli.
Edit intent: fluency
Original:  These included: Experimental Tests The majority of tests of the Beneficial Adaptation Hypothesis have, following Krogh's Principle , centered on the model organisms Drosophila melanogaster and Escherichia coli.
Revised:  These included: Experimental Tests The majority of tests of the Beneficial Adaptation Hypothesis have, following Krogh's principle , centered on the model organisms Drosophila melanogaster and Escherichia coli.
Edit intent: fluency
Original:  Of the several experimental tests of the Beneficial Acclimation Hypothesis , most have rejected it as a universal rule (see reviews Woods, H.A. and Harrison, J.F. (2002).
Revised:  Of the several experimental tests of the beneficial acclimation hypothesis , most have rejected it as a universal rule (see reviews Woods, H.A. and Harrison, J.F. (2002).
Edit intent: fluency
Original:  Initial experiments by Leroi et al., the first scientists to address this problem, tested only the Beneficial Acclimation Hypothesis and not the subsequent hypotheses developed by Huey et al.
Revised:  Initial experiments by Leroi et al., the first scientists to address this problem, tested only the beneficial acclimation hypothesis and not the subsequent hypotheses developed by Huey et al.
Edit intent: fluency
Original:  He found that, agreeing with the Beneficial Acclimation Hypothesis , colonies acclimated at 32 °C competed better at 32 °C.
Revised:  He found that, agreeing with the beneficial acclimation hypothesis , colonies acclimated at 32 °C competed better at 32 °C.
Edit intent: fluency
Original:  This led to the authors ’ rejection of the generality of beneficial acclimation.
Revised:  This led to the authors ' rejection of the generality of beneficial acclimation.
Edit intent: fluency
Original:  Why Is Acclimation Not Beneficial?
Revised:  Why acclimation is not beneficial
Edit intent: style
Original:  In response to continuing rejections of the Beneficial Acclimation Hypothesis , a number of common criticisms of experimental tests have been developed: Current State The majority of studies have concluded the Beneficial Acclimation Hypothesis is not true in all cases, and that alternate hypotheses should be tested.
Revised:  In response to continuing rejections of the beneficial acclimation hypothesis , a number of common criticisms of experimental tests have been developed: Current State The majority of studies have concluded the Beneficial Acclimation Hypothesis is not true in all cases, and that alternate hypotheses should be tested.
Edit intent: fluency
Original:  In response to continuing rejections of the Beneficial Acclimation Hypothesis , a number of common criticisms of experimental tests have been developed: Current State The majority of studies have concluded the Beneficial Acclimation Hypothesis is not true in all cases, and that alternate hypotheses should be tested.
Revised:  In response to continuing rejections of the Beneficial Acclimation Hypothesis , a number of common criticisms of experimental tests have been developed: Current state The majority of studies have concluded the Beneficial Acclimation Hypothesis is not true in all cases, and that alternate hypotheses should be tested.
Edit intent: fluency
Original:  In response to continuing rejections of the Beneficial Acclimation Hypothesis , a number of common criticisms of experimental tests have been developed: Current State The majority of studies have concluded the Beneficial Acclimation Hypothesis is not true in all cases, and that alternate hypotheses should be tested.
Revised:  In response to continuing rejections of the Beneficial Acclimation Hypothesis , a number of common criticisms of experimental tests have been developed: Current State The majority of studies have concluded the beneficial acclimation hypothesis is not true in all cases, and that alternate hypotheses should be tested.
Edit intent: fluency
Original:  First formally defined and tested by Armand Marie Leroi, Albert Bennett, and Richard Lenski in 1994, it has however been a central assumption in historical physiological work that acclimation is adaptive.
Revised:  First formally tested by Armand Marie Leroi, Albert Bennett, and Richard Lenski in 1994, it has however been a central assumption in historical physiological work that acclimation is adaptive.
Edit intent: clarity
Original:  (Prior to mandatory ten-digit dialing, these also worked from the suburban 770, without having to dial the city's 404 area code.)
Edit intent: coherence
Original: Screening and editing Calls typically come into the studio on a muilt-line telephone, which is equipped to connect callers to the audio console and onto the air via a telephone hybrid.
Revised: Screening and editing Calls typically come into the studio on a multi-line telephone, which is equipped to connect callers to the audio console and onto the air via a telephone hybrid.
Edit intent: fluency
Original:  Delilah actually does her show from a home studio, with the call screeners presumably at the studios of KRWM FM in Seattle.
Edit intent: coherence
Original:  In the  2000s, a classification called the "seven mass media" became popular  .
Revised:  In the early 2000s, a classification called the "seven mass media" became popular .
Edit intent: clarity
Original:  A video game is a computer-controlled game in which a video display, such as a monitor or television  , is the primary feedback device.
Revised:  A video game is a computer-controlled game in which a video display, such as a monitor or television set , is the primary feedback device.
Edit intent: clarity
Original:  The term "computer game" also includes games which display only text (and which can, therefore, theoretically be played on a teletypewriter) or which use other methods, such as sound or vibration, as their primary feedback device , but there are very few new games in these categories .
Revised:  The term "computer game" also includes games which display only text or which use other methods, such as sound or vibration, as their primary feedback device , but there are very few new games in these categories .
Edit intent: coherence