wanyu/IteraTeR_full_sent huggingface dataset:
Original:  To satisfy the usage rules of Occupied Channel Bandwidth (OCB) of unlicensed spectrum, NR-U's PRACH and PUCCH , which are composed of CAZAC sequences, have to use some sequence repetition mechanisms in frequency domain , which brings more serious CM problems. Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences  , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Revised:  To satisfy the usage rules of Occupied Channel Bandwidth (OCB) of unlicensed spectrum, NR-U's PRACH and PUCCH , which are composed of CAZAC sequences, have to use some sequence repetition mechanisms in frequency domain . These repetition mechanisms will cause serious cubic metric(CM) problems for these channels, although these two types of channels are composed of Constant Amplitude Zero Auto-correlation(CAZAC) sequences , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Edit intent: meaning-changed
Original:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences  , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Revised:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences .. Based on the characteristics of CAZAC sequences , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Edit intent: fluency
Original:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences  , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Revised:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences , which are used for PRACH and PUCCH (refer to PUCCH format 0 and format 1 ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Edit intent: fluency
Original:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences  , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Revised:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G NR, in this paper, we propose some new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Edit intent: coherence
Original:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences  , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Revised:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for these two types of channels considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Edit intent: meaning-changed
Original:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences  , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation for CAZAC sequence-based PRACH and PUCCH .
Revised:  Based on the characteristics of Constant Amplitude Zero Auto-correlation(CAZAC) sequences , which are used for PRACH and PUCCH (refer to PUCCH format 1 and format ) in 5G , this paper proposes new mechanisms of CM reduction for PRACH and PUCCH with the repeated sequence in frequency domain considering the design principles to ensure the sequence performance of the auto-correlation and cross-correlation .
Edit intent: clarity
Original: Many intrinsically disordered proteins (IDPs) , proteinsthat do not fold into a unique tertiary structure in isolation because of their depletion in hydrophobicity whereas enrichment in charge and aromaticity, retain their structural disorderness when participating in IDP-IDP binding andIDP phase separation via a sequence-specific "fuzzy  " molecular recognition mechanism.
Revised: Intrinsically disordered proteins (IDPs) , proteinsthat do not fold into a unique tertiary structure in isolation because of their depletion in hydrophobicity whereas enrichment in charge and aromaticity, retain their structural disorderness when participating in IDP-IDP binding andIDP phase separation via a sequence-specific "fuzzy " molecular recognition mechanism.
Edit intent: clarity
Original: Many intrinsically disordered proteins (IDPs) , proteinsthat do not fold into a unique tertiary structure in isolation because of their depletion in hydrophobicity whereas enrichment in charge and aromaticity, retain their structural disorderness when participating in IDP-IDP binding andIDP phase separation via a sequence-specific "fuzzy  " molecular recognition mechanism.
Revised: Many intrinsically disordered proteins (IDPs) are important for biological functions. In contrast to folded proteins, molecular recognition among certain IDPs is "fuzzy " molecular recognition mechanism.
Edit intent: clarity
Original: Many intrinsically disordered proteins (IDPs) , proteinsthat do not fold into a unique tertiary structure in isolation because of their depletion in hydrophobicity whereas enrichment in charge and aromaticity, retain their structural disorderness when participating in IDP-IDP binding andIDP phase separation via a sequence-specific "fuzzy  " molecular recognition mechanism.
Revised: Many intrinsically disordered proteins (IDPs) , proteinsthat do not fold into a unique tertiary structure in isolation because of their depletion in hydrophobicity whereas enrichment in charge and aromaticity, retain their structural disorderness when participating in IDP-IDP binding andIDP phase separation via a sequence-specific "fuzzy " in that their binding and/or phase separation are stochastically governed by the interacting IDPs' amino acid sequences while their assembled conformations remain largely disordered. To help elucidate a basic aspect of this fascinating yet poorly understood phenomenon, the binding of a homo- or hetero-dimeric pair of polyampholytic IDPs is modeled statistical mechanically using cluster expansion. We find that the binding affinities of binary fuzzy complexes in the model correlate strongly with a newly derived simple "jSCD " molecular recognition mechanism.
Edit intent: meaning-changed
Original: Many intrinsically disordered proteins (IDPs) , proteinsthat do not fold into a unique tertiary structure in isolation because of their depletion in hydrophobicity whereas enrichment in charge and aromaticity, retain their structural disorderness when participating in IDP-IDP binding andIDP phase separation via a sequence-specific "fuzzy  " molecular recognition mechanism. We implement the cluster expansion method in statistical mechanics to develop an analytical theory for elucidating the nature of the fuzzy Coulomb interaction between two charged IDPs . We apply the theory to calculate binding affinities between various pairs of IDP sequences, and extract a parameter jSCDencompassing the sequence-specific IDP-IDP interaction.
Revised: Many intrinsically disordered proteins (IDPs) , proteinsthat do not fold into a unique tertiary structure in isolation because of their depletion in hydrophobicity whereas enrichment in charge and aromaticity, retain their structural disorderness when participating in IDP-IDP binding andIDP phase separation via a sequence-specific "fuzzy " parameter readily calculable from the pair of IDPs' sequence charge patterns. Predictions by our analytical theory are in essential agreement with coarse-grained explicit-chain simulations. This computationally efficient theoretical framework is expected to be broadly applicable to rationalizing and predicting sequence-specific IDP-IDP interaction.
Edit intent: clarity
Original:  We apply the theory to calculate binding affinities between various pairs of IDP sequences, and extract a parameter jSCDencompassing the sequence-specific IDP-IDP interaction. Our theory provides a general framework to investigate IDP-IDP interaction .
Revised:  We apply the theory to calculate binding affinities between various pairs of IDP sequences, and extract a parameter jSCDencompassing the sequence-specific IDP-IDP polyelectrostatic interactions .
Edit intent: meaning-changed
Original: High-resolution digital microscopy provides ever more powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping is necessary to evaluate results, share data , and allow experiments to be repeated.
Revised: The application of microscopy in biomedical research has come a long way since Antonie van Leeuwenhoek discovery of URLanisms through his hand-crafted microscope. Countless innovations have propelled imaging techniques and have positioned fluorescence microscopy as a cornerstone of modern biology and as a method of choice for connecting omics datasets to their biological and clinical correlates. Still, regardless of how convincing imaging results look, they do not always convey meaningful information about the conditions in which they were acquired, processed and analyzed to achieve the presented results. Adequate record-keeping is necessary to evaluate results, share data , and allow experiments to be repeated.
Edit intent: meaning-changed
Original: High-resolution digital microscopy provides ever more powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping is necessary to evaluate results, share data , and allow experiments to be repeated.
Revised: High-resolution digital microscopy provides ever more powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping and quality control are therefore essential to ensure experimental rigor and data fidelity, to allow experiments to be repeated.
Edit intent: clarity
Original: High-resolution digital microscopy provides ever more powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping is necessary to evaluate results, share data , and allow experiments to be repeated. In addition to advances in microscopic techniques, post-acquisition procedures such as image-data processing and analysis (i.e., feature counting, distance measurements, intensity comparison , and colocalization studies) are often required for the reproducible and quantitative interpretation of images. While these techniques increase the usefulness of microscopy data, the limits to which quantitative resultsmay be interpreted are often poorly quantified and documented. Keeping notes on microscopy experiments and calibration procedures should be relatively unchallenging, as the microscope is a machine whose performance should be easy to assess. Nevertheless, to this date, no widely adopted data provenance and quality control metadata guidelines to be recorded or published with imaging data exist. Metadata automatically recorded by microscopes from different companies vary widely and pose a substantial challenge for microscope users to create a good faith record of their work.Similarly, the complexity and aim of experiments using microscopes vary, leading to different reporting and quality control requirements from the simple description of a sample to the need to document the complexities of sub-diffraction resolution imaging in living cells and beyond. To solve this problem, the 4DN Imaging Standards Working Group has put forth a tiered system of microscopy calibration and metadata standards for images obtained through fluorescence microscopy.
Revised: High-resolution digital microscopy provides ever more powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping is necessary to evaluate results, share data , and allow experiments to be reproducibly repeated and to promote the proper evaluation, interpretation, comparison and re-use of the 4DN Imaging Standards Working Group has put forth a tiered system of microscopy calibration and metadata standards for images obtained through fluorescence microscopy.
Edit intent: coherence
Original:  To solve this problem, the 4DN Imaging Standards Working Group has put forth a tiered system of microscopy calibration and metadata standards for images obtained through fluorescence microscopy. The proposal is an extension of the OME data model and aims at increasing data fidelity, ease future analysis, and facilitate objective comparison of different datasets, experimental setups, and essays .
Revised:  To solve this problem, the results. Microscopy images must be accompanied by complete descriptions of experimental procedures, biological samples, microscope hardware specifications, image acquisition parameters, and metrics detailing instrument performance and calibration. Despite considerable effort (Goldberg et al., 2005; Linkert et al., 2010), however, universal data standards and reporting guidelines for the fair (Wilkinson et al., 2016) assessment and comparison of microscopy data have not been established. To understand this discrepancy and propose a way forward, we examine the benefits, pitfalls, and limitations of shared standards for fluorescence microscopy .
Edit intent: coherence
Original: The application of microscopy in biomedical research has come a long way since Antonie van Leeuwenhoek discovery of URLanisms through his hand-crafted microscope. Countless innovations have propelled imaging techniques and have positioned fluorescence microscopy as a cornerstone of modern biology and as a method of choice for connecting omics datasets to their biological and clinical correlates. Still, regardless of how convincing imaging results look, they do not always convey meaningful information about the conditions in which they were acquired, processed and analyzed to achieve the presented results. Adequate record-keeping and quality control are therefore essential to ensure experimental rigor and datafidelity, to allow experiments to be reproducibly repeatedand to promote the proper evaluation, interpretation, comparison and re-use of the results.
Revised: High-resolution digital microscopy provides powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping and quality control are therefore essential to ensure experimental rigor and datafidelity, to allow experiments to be reproducibly repeatedand to promote the proper evaluation, interpretation, comparison and re-use of the results.
Edit intent: clarity
Original:  Adequate record-keeping and quality control are therefore essential to ensure experimental rigor and datafidelity, to allow experiments to be reproducibly repeatedand to promote the proper evaluation, interpretation, comparison and re-use of the results.
Revised:  Adequate record-keeping is necessary to evaluate results, share data, and allow experiments to be reproducibly repeatedand to promote the proper evaluation, interpretation, comparison and re-use of the results.
Edit intent: clarity
Original:  Adequate record-keeping and quality control are therefore essential to ensure experimental rigor and datafidelity, to allow experiments to be reproducibly repeatedand to promote the proper evaluation, interpretation, comparison and re-use of the results.
Revised:  Adequate record-keeping and quality control are therefore essential to ensure experimental rigor and datafidelity, to allow experiments to be repeated. In addition to advances in microscopic techniques, post-acquisition procedures such as image-data processing and analysis are often required for the reproducible and quantitative interpretation of images. While these techniques increase the usefulness of microscopy data, the limits to which quantitative results may be interpreted are often poorly quantified and documented. Keeping notes on microscopy experiments and calibration procedures should be relatively unchallenging, as the microscope is a machine whose performance should be easy to assess. Nevertheless, to this date, no widely adopted data provenance and quality control metadata guidelines to be recorded or published with imaging data exist. Metadata automatically recorded by microscopes from different companies vary widely and pose a substantial challenge for microscope users to create a good faith record of their work. Similarly, the complexity and aim of experiments using microscopes vary, leading to different reporting and quality control requirements from the simple description of a sample to the need to document the complexities of sub-diffraction resolution imaging in living cells and beyond. To solve this problem, the results.
Edit intent: meaning-changed
Original:  Adequate record-keeping and quality control are therefore essential to ensure experimental rigor and datafidelity, to allow experiments to be reproducibly repeatedand to promote the proper evaluation, interpretation, comparison and re-use of the results. Microscopy images must be accompanied by complete descriptions of experimental procedures , biological samples, microscope hardware specifications, image acquisition parameters, and metrics detailing instrument performance and calibration. Despite considerable effort (Goldberg et al., 2005; Linkert et al., 2010), however, universal data standards and reporting guidelines for the fair (Wilkinson et al. , 2016) assessment and comparison of microscopy data have not been established. To understand this discrepancy and propose a way forward, we examine the benefits, pitfalls, and limitations of shared standards for fluorescence microscopy .
Revised:  Adequate record-keeping and quality control are therefore essential to ensure experimental rigor and datafidelity, to allow experiments to be reproducibly repeatedand to promote the proper evaluation, interpretation, comparison and re-use of the 4DN Imaging Standards Working Group has put forth a tiered system of microscopy calibration and metadata standards for images obtained through fluorescence microscopy. The proposal is an extension of the OME data model and aims at increasing data fidelity, ease future analysis, and facilitate objective comparison of different datasets, experimental setups, and essays .
Edit intent: meaning-changed
Original: High-resolution digital microscopy provides powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping is necessary to evaluate results, share data, and allow experiments to be repeated.
Revised: The application of microscopy in biomedical research has come a long way since Antonie van Leeuwenhoek discovered URLanisms. Countless innovations have positioned light microscopy as a cornerstone of modern biology and a method of choice for connecting omics datasets to their biological and clinical correlates. Still, regardless of how convincing published imaging data looks, it does not always convey meaningful information about the conditions in which it was acquired, processed, and analyzed. Adequate record-keeping is necessary to evaluate results, share data, and allow experiments to be repeated.
Edit intent: meaning-changed
Original: High-resolution digital microscopy provides powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping is necessary to evaluate results, share data, and allow experiments to be repeated.
Revised: High-resolution digital microscopy provides powerful tools for probing the real-time dynamics of subcellular structures, and adequate record-keeping , reporting, and quality control are therefore essential to ensure experimental rigor and data fidelity, allow experiments to be repeated.
Edit intent: clarity