wanyu/IteraTeR_v2 huggingface dataset:
Original:  ? Morphological Color Change Other to Add: Color Change, Aposematism, Mirror-siding, transparency see Morphological color changes in fish: Regulation of pigment cell density and morphology External links  URL URL UR
Revised:  ? Other to Add: Color Change, Aposematism, Mirror-siding, transparency see Morphological color changes in fish: Regulation of pigment cell density and morphology External links URL URL UR
Edit intent: fluency
Original:  ? Morphological Color Change Other to Add: Color Change, Aposematism, Mirror-siding, transparency see Morphological color changes in fish: Regulation of pigment cell density and morphology External links  URL URL UR
Revised:  ? Morphological Color Change Other to Add: Color Change, Aposematism, Mirror-siding, transparency External links URL URL UR
Edit intent: coherence
Original:  ? Morphological Color Change Other to Add: Color Change, Aposematism, Mirror-siding, transparency see Morphological color changes in fish: Regulation of pigment cell density and morphology External links  URL URL UR
Revised:  ? Morphological Color Change Other to Add: Color Change, Aposematism, Mirror-siding, transparency see Morphological color changes in fish: Regulation of pigment cell density and morphology External links URL URL URL UR
Edit intent: fluency
Original:  Other to Add: Color Change, Aposematism, Mirror-siding, transparency
Edit intent: coherence
Original: Fish coloration, a subset of animal coloration, is widely diverseand considered "essentially unlimited" .
Revised: Fish coloration, a subset of animal coloration, is extremely diverse .
Edit intent: clarity
Original:   Fish can have any colors of the visual spectrum on their skin, evolutionarily derived for many reasons.
Revised:  . Fish can have any colors of the visual spectrum on their skin, evolutionarily derived for many reasons.
Edit intent: fluency
Original:  Males undergo morphological color change and become red or orange .
Revised:  Males undergo morphological color change and become red or orange 
Edit intent: fluency
Original:  Fish across all taxa vary greatly in their coloration through special mechanisms, mainly pigment cells called chromatophores. . Fish can have any colors of the visual spectrum on their skin, evolutionarily derived for many reasons.
Revised:  Fish across all taxa vary greatly in their coloration through special mechanisms, mainly pigment cells called chromatophores. Fish can have any colors of the visual spectrum on their skin, evolutionarily derived for many reasons.
Edit intent: fluency
Original:  Specific Mechanisms by Color Evolutionary Reasons for Fish Coloration (Function) 255x255px|Ex. of dynamic display in a blue Betta splendens flaring its gills in an aggressive display to show the bright red coloration inside.
Revised:  Specific mechanisms by color Evolutionary Reasons for Fish Coloration (Function) 255x255px|Ex. of dynamic display in a blue Betta splendens flaring its gills in an aggressive display to show the bright red coloration inside.
Edit intent: fluency
Original:  Specific Mechanisms by Color Evolutionary Reasons for Fish Coloration (Function) 255x255px|Ex. of dynamic display in a blue Betta splendens flaring its gills in an aggressive display to show the bright red coloration inside.
Revised:  Specific Mechanisms by Color Evolutionary function 255x255px|Ex. of dynamic display in a blue Betta splendens flaring its gills in an aggressive display to show the bright red coloration inside.
Edit intent: clarity
Original:  Protective Resemblance Protective resemblance is blending in, or resembling an object that is not of interest to a predator and is thus inconspicuous.
Revised:  Protective resemblance Protective resemblance is blending in, or resembling an object that is not of interest to a predator and is thus inconspicuous.
Edit intent: coherence
Original: |160x160px Disruptive Coloration Disruptive coloration in fish functions to break up the fishlike outline.
Revised: |160x160px Disruptive coloration Disruptive coloration in fish functions to break up the fishlike outline.
Edit intent: fluency
Original:  Color Change Color change in fishes can be roughly divided into two categories: physiological color change and morphological color change.
Revised:  Color change Color change in fishes can be roughly divided into two categories: physiological color change and morphological color change.
Edit intent: fluency
Original:  External links URL URL URL UR 
Revised:  External links URL URL URL URL 
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Original:  Another example of physiological color change is in the body and the eyes of guppy juveniles and Nile tilapia . 272x272px|Midas cichlid with the gold polymorphism .
Revised:  Another example of physiological color change is in the body and the eyes of guppy juveniles and Nile tilapia .
Edit intent: coherence
Original: C1orf122/ALAESM ALAESM is a protein in humans that is encoded by the C1orf122 (Chromosome 1 open reading frame 122) gene.
Revised:  ALAESM is a protein in humans that is encoded by the C1orf122 (Chromosome 1 open reading frame 122) gene.
Edit intent: clarity
Original:  The sequence across these species are highly conserve 
Revised:  The sequence across these species are highly conserved. 
Edit intent: fluency
Original: ALAESM is a protein in humans that is encoded by the C1orf122 (Chromosome 1 open reading frame 122) gene.
Revised:  C1orf122 (Chromosome 1 open reading frame 122) gene.
Edit intent: coherence
Original:  Predicted Post-Translational Modifications There are few predicted kinase phosphorylation sites in this protein.
Revised:  Predicted post-translational modifications There are few predicted kinase phosphorylation sites in this protein.
Edit intent: fluency
Original:   ALAESM is present in all tissue cells and highly up-regulated in the brain, spinal cord, adrenal gland and kidney.
Revised:  . ALAESM is present in all tissue cells and highly up-regulated in the brain, spinal cord, adrenal gland and kidney.
Edit intent: fluency
Original:  There is no transmembrane domain within ALAESM . :Category:Genetics : Category:Biolo
Revised:  There is no transmembrane domain within ALAESM :Category:Genetics : Category:Biolo
Edit intent: fluency
Original:  She wrote the first-ever PhD thesis in musicology  in Ireland (1962) and is a specialist in Irish music of the Classical period and on female Irish composers.
Revised:  In 1962 she completed the first PhD thesis in musicology in Ireland (1962) and is a specialist in Irish music of the Classical period and on female Irish composers.
Edit intent: clarity
Original:  She wrote the first-ever PhD thesis in musicology  in Ireland (1962) and is a specialist in Irish music of the Classical period and on female Irish composers.
Revised:  She wrote the first-ever PhD thesis in musicology to have been written in Ireland. She specialises in Ireland (1962) and is a specialist in Irish music of the Classical period and on female Irish composers.
Edit intent: clarity
Original:  She wrote the first-ever PhD thesis in musicology  in Ireland (1962) and is a specialist in Irish music of the Classical period and on female Irish composers.
Revised:  She wrote the first-ever PhD thesis in musicology in Irish music of the Classical period and on female Irish composers.
Edit intent: coherence
Original:  She wrote the first-ever PhD thesis in musicology  in Ireland (1962) and is a specialist in Irish music of the Classical period and on female Irish composers.
Revised:  She wrote the first-ever PhD thesis in musicology in Ireland (1962) and is a specialist in Irish music of the Classical period , and in female Irish composers.
Edit intent: fluency
Original:  With some adaptations, this was the basis of her ground-breaking study Anglo-Irish Music, 1780–1830 (Cork University Press, 1966;
Revised:  With some adaptations, this was the basis of her book Anglo-Irish Music, 1780–1830 (Cork University Press, 1966;
Edit intent: clarity
Original:  published under her maiden name Ita Margaret Hogan) , which is still the standard work on the subject .
Revised:  published under her maiden name Ita Margaret Hogan) .
Edit intent: clarity
Original: Research interests Under her maiden surname Hogan, Ita Beausang has notably researched musical culture in late 18th and 19th-century Ireland, culminating in her volume Anglo-Irish Music, 1780–1830.
Revised: Research interests Under her maiden surname Hogan, Ita Beausang has published work on musical culture in late 18th and 19th-century Ireland, culminating in her volume Anglo-Irish Music, 1780–1830.
Edit intent: clarity
Original:  As Barra Ó Seaghdha put it as late 2016 , "the book allows later readers and scholars to pick and choose the material that suits their own purposes, or to weave it into patterns of their own, regardless of the author's views".
Revised:  As Barra Ó Seaghdha wrote in 2016 , "the book allows later readers and scholars to pick and choose the material that suits their own purposes, or to weave it into patterns of their own, regardless of the author's views".
Edit intent: clarity
Original:  As Barra Ó Seaghdha put it as late 2016 , "the book allows later readers and scholars to pick and choose the material that suits their own purposes, or to weave it into patterns of their own, regardless of the author's views".
Revised:  As Barra Ó Seaghdha put it as late 2016 that "the book allows later readers and scholars to pick and choose the material that suits their own purposes, or to weave it into patterns of their own, regardless of the author's views".
Edit intent: fluency
Original:  According to Kelly (2013) , "Beausang's academic career has been indelibly shaped by the thinking of her mentor Aloys Fleischmann;
Revised:  According to Kelly , "Beausang's academic career has been indelibly shaped by the thinking of her mentor Aloys Fleischmann;
Edit intent: clarity
Original:  In more recent years, Beausang has turned to female careers in 19th and early 20th-century Irish music, beginning with a period of research on Ina Boyle (1889–1967) , which was finally published in book-form in 2018.
Revised:  In more recent years, Beausang has turned to female careers in 19th and early 20th-century Irish music, beginning with a period of research on Ina Boyle , which was finally published in book-form in 2018.
Edit intent: clarity
Original:  published under her maiden name Ita Margaret Hogan) , which is still the standard work on the subject . Research interests Under her maiden surname Hogan, Ita Beausang has published work on musical culture in late 18th and 19th-century Ireland, culminating in her volume Anglo-Irish Music, 1780–1830.
Revised:  published under her maiden name Ita Margaret Hogan) . Research interests Under her maiden surname Hogan, Ita Beausang has published work on musical culture in late 18th and 19th-century Ireland, culminating in her volume Anglo-Irish Music, 1780–1830.
Edit intent: coherence
Original: Dr. Naficy describes his life in his memoir this way: “I went through elementary school in three and a half years (instead of the normal six years);
Revised: Dr. Naficy describes his life in his memoir : “I went through elementary school in three and a half years (instead of the normal six years);
Edit intent: clarity
Original:  Mehdy Naficy, ed., Archive of Naficy Family, March 2020, unpublished.
Revised:  Mehdy Naficy, ed., Archive of Naficy Family, unpublished.
Edit intent: coherence
Original:   A Brief History of Medical Sciences to Present Century.
Revised:  For One Who Has No Physician to Attend Him (Man la Yahduruhu Al-Tabib) (من لا يحضره الطبيب). Abū Bakr Muḥammad ibn Zakariyyā al-Rāzī, (Translated by Naficy) Tehran: Tehran University. September 1984. A Brief History of Medical Sciences to Present Century.
Edit intent: coherence
Original:  (For Dr. Naficy's Farsi/Persian language version, see: URL
Edit intent: coherence
Original:  All these books are written in Farsi (Persian) .
Revised:  All these books are written in Persian .
Edit intent: clarity
Original:  Tehran: Society for Cultural Traditions and Accomplishments (in Farsi ), March 2015.
Revised:  Tehran: Society for Cultural Traditions and Accomplishments (in Persian ), March 2015.
Edit intent: fluency
Original:  My Life in Medicine (in Farsi ).
Revised:  My Life in Medicine (in Persian ).
Edit intent: fluency
Original:  Since 2009 there is a permanent rabbi on the URL The temporary synagogue was replaced by a new synagogue off Billy Folly Road in Simpson Bay.
Revised:  Since 2009 there is a permanent rabbi on the island. The temporary synagogue was replaced by a new synagogue off Billy Folly Road in Simpson Bay.
Edit intent: clarity
Original:  This was 0.1\% of the total population and 0.2\% of those who are not slaves.
Revised:  This was 0.1\% of the total population and 0.2\% of those who were not slaves.
Edit intent: fluency
Original:  In the early 1850s, only 3 Jews lived on the island .
Revised:  In the early 1850s, only 3 Jews lived in Sint Maarten .
Edit intent: clarity
Original:  This was  0.1\% of the total population and 0.2\% of those who were not slaves .
Revised:  This was only 0.1\% of the total population and 0.2\% of those who were not slaves .
Edit intent: coherence
Original:  This was only 0.1\% of the total population (the majority of the population -56.8\%- were slaves).
Revised:  This was only 0.1\% of the total population (the majority of the population , 56.8\%, were slaves).
Edit intent: fluency
Original:  Horn massive is the ultimate monophonic sound projector and is intended to catalyze social activities in multiple settings.
Revised:  Horn massive is a monophonic sound projector and is intended to catalyze social activities in multiple settings.
Edit intent: clarity
Original:  Horn massive at Coachella festival, California 2005 Horn massive at Coachella festival, California 2005 (image Sean Nguyen) The core design feature of Horn massive is that it is the largest horn which can be transported by a conventional truck.
Revised:  Horn massive at Coachella festival, California 2005 Horn massive at Coachella festival, California 2005 (image Sean Nguyen) The core design of Horn massive is that it is the largest horn which can be transported by a conventional truck.
Edit intent: clarity
Original:  Horn massive at Coachella festival, California 2005 Horn massive at Coachella festival, California 2005 (image Sean Nguyen) Design  Build Horn massive was built at Visual Arts fabrication machine shop at the University of California, San Diego.
Revised:  Horn massive at Coachella festival, California 2005 Horn massive at Coachella festival, California 2005 (image Sean Nguyen) Design Horn massive was built at Visual Arts fabrication machine shop at the University of California, San Diego.
Edit intent: fluency
Original:  Materials The elements of Horn massive, primarily comprised of mild steel, include the horn, frame, chassis/platform and lifting rig.
Revised:  The elements of Horn massive, primarily comprised of mild steel, include the horn, frame, chassis/platform and lifting rig.
Edit intent: fluency
Original:  Publicity  Horn massive has been featured in RES magazine, Art net, Art forum, Re-up, and Xtra.
Revised:  Publicity Horn massive has been discussed in RES magazine, Art net, Art forum, Re-up, and Xtra.
Edit intent: clarity
Original: The elements of Horn massive, primarily comprised of mild steel, include the horn, frame, chassis/platform and lifting rig.
Revised: The elements of Horn massive, primarily made of mild steel, include the horn, frame, chassis/platform and lifting rig.
Edit intent: clarity
Original:  Horn massive is a monophonic sound projector designed and built by artist Matt Hope.
Revised:  Horn Massive is a monophonic sound projector designed and built by artist Matt Hope.
Edit intent: fluency
Original:  Horn massive at Coachella festival, California 2005 Horn massive at Coachella festival, California 2005 (image Sean Nguyen) Design and construction The core design of Horn massive is that it is the largest horn which can be transported by a conventional truck.
Revised:  Design and construction The core design of Horn massive is that it is the largest horn which can be transported by a conventional truck.
Edit intent: coherence
Original:  Horn massive at Coachella festival, California 2005 Horn massive at Coachella festival, California 2005 (image Sean Nguyen) Design and construction The core design of Horn massive is that it is the largest horn which can be transported by a conventional truck.
Revised:  Horn massive at Coachella festival, California 2005 Horn massive at Coachella festival, California 2005 (image Sean Nguyen) Design and construction The core design of Horn Massive is that it is the largest horn which can be transported by a conventional truck.
Edit intent: fluency
Original:  Horn massive was designed using the software tools AutoCAD, Bass Box Pro, Rhino 3D, 3D studio Max and Horn Calc.
Revised:  Horn Massive was designed using the software tools AutoCAD, Bass Box Pro, Rhino 3D, 3D studio Max and Horn Calc.
Edit intent: fluency
Original:  Horn massive was built at Visual Arts fabrication machine shop at the University of California, San Diego.
Revised:  Horn Massive was built at Visual Arts fabrication machine shop at the University of California, San Diego.
Edit intent: fluency
Original:  The construction of Horn massive required an extensive set of tools and machinery.
Revised:  The construction of Horn Massive required an extensive set of tools and machinery.
Edit intent: fluency
Original:  The major part of the construction time was spent on fabrication, Mig welding and machining all of the components.
Revised:  The major part of the construction time was spent on fabrication, mig welding and machining all of the components.
Edit intent: fluency
Original:  Horn massive was built with help from the Scripps marine science development shop in La Jolla, California.
Revised:  Horn Massive was built with help from the Scripps marine science development shop in La Jolla, California.
Edit intent: fluency
Original:  The elements of Horn massive , primarily made of mild steel, include the horn, frame, chassis/platform and lifting rig.
Revised:  The elements of Horn Massive , primarily made of mild steel, include the horn, frame, chassis/platform and lifting rig.
Edit intent: fluency
Original:  Publicity and events Horn massive has been discussed in RES magazine, Art net, Art forum, Re-up, and Xtra.
Revised:  Publicity and events Horn Massive has been discussed in RES magazine, Art net, Art forum, Re-up, and Xtra.
Edit intent: fluency
Original:  Horn massive has been exhibited/played at the Supersonic 1 show in Los Angeles 2004, Coachella Valley Music and Arts Festival, Burning man and LA Freewaves festivals.
Revised:  It has been exhibited/played at the Supersonic 1 show in Los Angeles 2004, Coachella Valley Music and Arts Festival, Burning man and LA Freewaves festivals.
Edit intent: fluency
Original: Within the context of a mathematical model, the three kinds of reasoning can be described as follows.
Revised: Within the context of a mathematical model, these three kinds of reasoning can be described as follows.
Edit intent: fluency
Original:  Executing/running the model is deduction    
Revised:  Executing/running the model is deduction . 
Edit intent: fluency
Original: alt=Argument terminology used in logic|400x400px|Argument terminology used in logic Two kinds of logical reasoning can be distinguished in addition to formal deduction: induction and abduction.
Revised: alt=Argument terminology used in logic|400x400px|Argument terminology used in logic Two kinds of logical reasoning are often distinguished in addition to formal deduction: induction and abduction.
Edit intent: clarity
Original:   While they may be persuasive, these arguments are not deductively valid , see the problem of induction.
Revised:  While they may be persuasive, these arguments are not deductively valid : see the problem of induction.
Edit intent: fluency
Original:  Abductive reasoning, a.k.a. inference to the best explanation, selects a cogent set of preconditions.
Revised:  Abductive reasoning, sometimes called inference to the best explanation, selects a cogent set of preconditions.
Edit intent: clarity
Original: See Non-demonstrative reasoning for a comparison of these other kinds of reasoning .
Revised: See Non-demonstrative reasoning for a comparison of these other kinds of reasoning 
Edit intent: fluency
Original:  References%DIFDELCMD < %DIFDELCMD < %DIFDELCMD < %%% Category:
Revised:  %DIFDELCMD < %DIFDELCMD < %DIFDELCMD < %%% Category:
Edit intent: fluency
Original: Causal inference Category:Concepts in epistemology Category:Concepts in logic Category:Concepts in metaphysics Category:Critical thinking Category:Deductive reasoning Category:Empiricism Category:Epistemology of science Category:Inductive reasoning Category:Metaphilosophy Category:Philosophical logic Category:Philosophy of logic Category:Philosophy of mathematics Category:Problem solving skills Category:Rationalism Category:Thought Category:Truth de:Schlussfolgerung nl:Redeneri
Revised: Causal inference Category:Concepts in epistemology Category:Concepts in logic Category:Concepts in metaphysics Category:Critical thinking Category:Deductive reasoning Category:Empiricism Category:Epistemology of science Category:Inductive reasoning Category:Metaphilosophy Category:Philosophical logic Category:Philosophy of logic Category:Philosophy of mathematics Category:Problem solving skills Category:Rationalism Category:Thought Category:Truth 
Edit intent: clarity
Original: Josephine Bibit Berry, also known as Jo Berry  is a Filipina actress.
Revised: Josephine Bibit Berry, known professionally as Jo Berry is a Filipina actress.
Edit intent: clarity
Original: Josephine Bibit Berry, also known as Jo Berry  is a Filipina actress.
Revised: Josephine Bibit Berry, also known as Jo Berry , is a Filipina actress.
Edit intent: fluency
Original: Josephine Bibit Berry, also known as Jo Berry ( February 09 , 1994) is a Filipina actress.
Revised: Josephine Bibit Berry, also known as Jo Berry ( born February 9 , 1994) is a Filipina actress.
Edit intent: clarity
Original:  In addition to lectures and discussions, the Medicinicum is accompanied by events like cooking classes, herbal walks et cetera.  Topics
Revised:  In addition to lectures and discussions, the Medicinicum is accompanied by events like cooking classes, herbal walks et cetera. __TOC__ Topics
Edit intent: coherence
Original:  In other words, they are a heterogeneous group of diseases caused by intrinsic or environmental microparticles or crystals, promoting tissue inflammation and scarringSteiger S, Grill JF, Ma Q, Bäuerle T, Jordan J, Smolle M, Böhland C, Lech M and Anders H-J (2018) Anti-Transforming Growth Factor β IgG Elicits a Dual Effect on Calcium Oxalate Crystallization and Progressive Nephrocalcinosis-Related Chronic Kidney Disease.
Revised:  In other words, a heterogeneous group of diseases caused by intrinsic or environmental microparticles or crystals, promoting tissue inflammation and scarringSteiger S, Grill JF, Ma Q, Bäuerle T, Jordan J, Smolle M, Böhland C, Lech M and Anders H-J (2018) Anti-Transforming Growth Factor β IgG Elicits a Dual Effect on Calcium Oxalate Crystallization and Progressive Nephrocalcinosis-Related Chronic Kidney Disease.
Edit intent: fluency
Original: Crystallopathy is a harmful state or disease associated with the formation and aggregation of crystals in tissues or cavitiesMulay SR, Anders HJ. Crystallopathies.
Revised: Crystallopathy is a harmful state or disease associated with the formation and aggregation of crystals in tissues or cavities.Mulay SR, Anders HJ. Crystallopathies.
Edit intent: fluency
Original:  Front. Immunol. 9:619. doi: 10.3389/fimmu.2018.00619 .
Revised:  Front. Immunol. 9:619. doi: 10.3389/fimmu.2018.00619 
Edit intent: fluency
Original: Crystallopathy is a harmful state or disease associated with the formation and aggregation of crystals in tissues or cavities . Mulay SR, Anders HJ. Crystallopathies.
Revised: Crystallopathy is a harmful state or disease associated with the formation and aggregation of crystals in tissues or cavities , Mulay SR, Anders HJ. Crystallopathies.
Edit intent: fluency