cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12110673.v1
title: Table S2. Species identified in (A) Shao et al., (B) Goltsman et al., and (C) our FMT data sets using WSS analysis. from An individualized mosaic of maternal microbial strains are transmitted to the infant gut microbial community

description: Each table represents the number of paired samples that were able to provide a WSS score after filtering any low sequence coverage and low sequence depth samples against their given reference sequences for each species (see Materials and Methods for detailed information). Species that had a cut-off (CO) value were selected and used for comparative analysis. “CO: NA” indicates that there was no CO value assigned to this species, thus excluded to distinguish a related strain pair.
DOI: 10.6084/m9.figshare.12110676.v1
title: Table S5. WSS results on the Goltsman et al., study. from An individualized mosaic of maternal microbial strains are transmitted to the infant gut microbial community

description: All pairwise comparisons were performed on the 1-100 days vs. 101-150 days; 1-100 days vs. 151-200 days; 1-100 days vs. 201-300 days samples. The resultant WSS scores are represented as a numerical value along with the data bar graphs. The WSS scores that were above the cut-off (CO) values are in red. NA=Sample was not available due to premature birth. NS=No WSS score observed. CO: NA=no cut-off value assigned, thus excluded to distinguish a related strain pair.
DOI: 10.6084/m9.figshare.12110670.v1
title: Table S3. WSS results on the Shao et al., study. from An individualized mosaic of maternal microbial strains are transmitted to the infant gut microbial community

description: All pairwise comparisons were performed between each mother's sample and her infant's samples (4-, 7-, 21-day, and infancy) following vaginal birth. The resultant WSS scores are represented as a numerical value along with the data bar graphs. The WSS scores that were above the cut-off (CO) values are in red. NA=Sample was not available to run the analysis. NS=No WSS score observed. CO: NA=no cut-off value assigned, thus excluded to distinguish a related strain pair.
DOI: 10.6084/m9.figshare.12110733.v3
title: Raw data from farmers' survey under a research study titled "Implication of quality uncertainty on market exchange: The case of seed industry in Kilolo district, Tanzania".

description: Data from farmers' survey conducted in kilolo dsitrict council under the study " <b>Implication of quality uncertainty on market exchange: The case of seed industry in Kilolo district, Tanzania.</b><br><b><br></b><b><br></b><b><br></b><b><br></b><b><br></b><b><br></b><b><br></b>
DOI: 10.6084/m9.figshare.12110649
title: R script from Social structure and relatedness in the fringe-lipped bat (<i>Trachops cirrhosus</i>)

description: R script for analysis of social structure
DOI: 10.6084/m9.figshare.12110652
title: Data from Social structure and relatedness in the fringe-lipped bat (<i>Trachops cirrhosus</i>)

description: Zipped folder of datasets (csv files) of bat groups, individual attributes, and pairwise relatedness
DOI: 10.6084/m9.figshare.12110652.v1
title: Data from Social structure and relatedness in the fringe-lipped bat (<i>Trachops cirrhosus</i>)

description: Zipped folder of datasets (csv files) of bat groups, individual attributes, and pairwise relatedness
DOI: 10.6084/m9.figshare.12110649.v1
title: R script from Social structure and relatedness in the fringe-lipped bat (<i>Trachops cirrhosus</i>)

description: R script for analysis of social structure
DOI: 10.6084/m9.figshare.12110616
title: The effects of Piper sarmentosum aqueous extracts on zebrafish (Danio rerio) embryos and caudal fin tissue regeneration

description: We have determined zebrafish (<i>Danio rerio</i>) embryo toxicities and caudal fin tissue regeneration in the presence of <i>P. sarmentosum</i> aqueous extracts. Antioxidant activity of the extracts was also evaluated using DPPH assay.
DOI: 10.6084/m9.figshare.12110619
title: ChemFluor

description: We establish a machine learning-based method to predict emission/absorption wavelength and PLQY of organic fluorescent materials.A platform has been establised for experimenters to use, as well as used for potential high-throughput screening.<br><b>[1]</b><i>The ChemFluor_v0.1.zip</i> is the platform based on python, which contain trained models, can be used for the prediction directly.<b>[2]</b><i>Fingerprints_for_prediction.zip</i> is the fingerprints used in our work.<b>[3]</b><i>Materials_Real-World_Problem.zip</i> is the molecules collected from recent published work and TD-DFT benchmark studies, which can be seen as real world problem. The molecules are stored in the form of SMILES. <b>[4]</b><i>Alldata_SMILES_v0.1.xlsx</i> contains all the molecules in our dataset as well as the references.<br><b>[5]</b>ML-models we used in our paper for real world problems have been saved and uploaded, as<i> model_in_paper.zip.</i><b>[6]</b><i>Molecule-based_partition_withFP.zip </i>contain the training set and test set mentioned in our updated manuscript. We split our dataset based on molecules but not data-points in this file. <i><br></i><i>-----</i><i>update in 2020.07.21</i>[1] QY regressor model have been supported.
DOI: 10.6084/m9.figshare.12110190
title: THE OBSTACLES AND BARRIERS WOMEN FACE IN GEORGIAN REALITY

description: The following article reviews women’s problems in Georgia and the attitude of society toward the subject. Due to the fact, that country tries to develop into a European state with worthy European values, there still is a huge problem in gender issues. Thus, it is clear that Gender politics is one of the main and essential indicators for the country’s democratic development. Many non-government organizations and other social bodies are working on the problem; they have gradually introduced gender equality into the political discourse and placed it on the list of required reforms. However, along with many other emerging social problems and political tensions, this issue has not yet paid any closer attention. It is crucial to realize that without gender equality we cannot succeed as a democratic-developed country - because there is no democracy without gender equality.
DOI: 10.6084/m9.figshare.12110181
title: LANGUAGE – PROLIFIC SOURCE OF HUMAN MIND AND SPEECH

description: The paper encloses different aspects of language and its facets which influences the social way of thinking and speaking in human behaviour. As we argue, generating new words and other fundamental changes in linguistic as the main part of language development, makes a profound impact on the components of culture and language simultaneously. The article also reviews the strong power of human words and speech that makes unforgettable sense of human evolution. The central issue is how important the word expression is and so features of the words expressed by human beings actually reveal their attitude and the way they perceive the whole world. So, language has played a prominent role in human history. Furthermore, the things we use in our everyday lives rely on specialized knowledge or skills human race produce through the language. The information behind these was historically coded in verbal communications, and with the advent of writing it could be stored and become increasingly complex and sophisticated. As it is underlined, the evolution of human spices absolutely depends on language, and if we carefully accept every change in as language with the correct approach to the issue, we really became inheritors of unusual and invaluable heritage.
DOI: 10.6084/m9.figshare.12110175
title: DISPLACEMENT –ONE OF THE MAIN CHALLENGES FOR GEORGIA

description: The value of multiculturalism and diversity has long been greatest merit for Georgia. The issues of migrations, its difficulties and objections pose formidable challenges country has to deal with for centuries. For many years already effective and coherent attitude towards this subject have helped greatly to establish divers and liberalistic society. At the same time Georgia also is a country with a high rate of emigrants. Nowadays, because of country’s harsh economic condition, many people tend to leave Georgia to settle in more developed and economically advanced countries. Where they hope to lead easier live, get better education and healthcare and change the living condition for themselves and their families. In the following article we will give a brief description of countries migration policy and history, as well as conditions and ways of human coexistence, that forms interesting, complex and multiple society. Notwithstanding the obstacles, that regularly attends this subject, Georgian government attempts to find right way out of the problem. The government and the citizens understand that further development and independence of the country necessarily requires the consideration of multi-ethnic values. Subsequently, Georgia is an ethnically diverse country, where people of different ethnicity and nationality live peacefully side by side, work together, trade, demonstrate their individual and unique historical and ethnic customs and traditions, try to preserve their cultural heritage and develop. Long lasting practise shows how crucial the tolerance is for harmonious life of the society. To respect different religious beliefs and particular habits is a guarantee for developing civic consciousness and take the constructive step forward. Consequently, joining the European family to preserve human rights and became honourable member of that family is the main target for Georgian people.
DOI: 10.6084/m9.figshare.12110181.v1
title: LANGUAGE – PROLIFIC SOURCE OF HUMAN MIND AND SPEECH

description: The paper encloses different aspects of language and its facets which influences the social way of thinking and speaking in human behaviour. As we argue, generating new words and other fundamental changes in linguistic as the main part of language development, makes a profound impact on the components of culture and language simultaneously. The article also reviews the strong power of human words and speech that makes unforgettable sense of human evolution. The central issue is how important the word expression is and so features of the words expressed by human beings actually reveal their attitude and the way they perceive the whole world. So, language has played a prominent role in human history. Furthermore, the things we use in our everyday lives rely on specialized knowledge or skills human race produce through the language. The information behind these was historically coded in verbal communications, and with the advent of writing it could be stored and become increasingly complex and sophisticated. As it is underlined, the evolution of human spices absolutely depends on language, and if we carefully accept every change in as language with the correct approach to the issue, we really became inheritors of unusual and invaluable heritage.
DOI: 10.6084/m9.figshare.12110175.v1
title: DISPLACEMENT –ONE OF THE MAIN CHALLENGES FOR GEORGIA

description: The value of multiculturalism and diversity has long been greatest merit for Georgia. The issues of migrations, its difficulties and objections pose formidable challenges country has to deal with for centuries. For many years already effective and coherent attitude towards this subject have helped greatly to establish divers and liberalistic society. At the same time Georgia also is a country with a high rate of emigrants. Nowadays, because of country’s harsh economic condition, many people tend to leave Georgia to settle in more developed and economically advanced countries. Where they hope to lead easier live, get better education and healthcare and change the living condition for themselves and their families. In the following article we will give a brief description of countries migration policy and history, as well as conditions and ways of human coexistence, that forms interesting, complex and multiple society. Notwithstanding the obstacles, that regularly attends this subject, Georgian government attempts to find right way out of the problem. The government and the citizens understand that further development and independence of the country necessarily requires the consideration of multi-ethnic values. Subsequently, Georgia is an ethnically diverse country, where people of different ethnicity and nationality live peacefully side by side, work together, trade, demonstrate their individual and unique historical and ethnic customs and traditions, try to preserve their cultural heritage and develop. Long lasting practise shows how crucial the tolerance is for harmonious life of the society. To respect different religious beliefs and particular habits is a guarantee for developing civic consciousness and take the constructive step forward. Consequently, joining the European family to preserve human rights and became honourable member of that family is the main target for Georgian people.
DOI: 10.6084/m9.figshare.12109809
title: Additional file 5 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 5. GOMCL-sub sub-cluster information for each GO term in cluster C1 described in Fig. 1.
DOI: 10.6084/m9.figshare.12109806
title: Additional file 4 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 4. Summary for GOMCL-sub clustering results of C1 described in Fig. 1.
DOI: 10.6084/m9.figshare.12109809.v1
title: Additional file 5 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 5. GOMCL-sub sub-cluster information for each GO term in cluster C1 described in Fig. 1.
DOI: 10.6084/m9.figshare.12109806.v1
title: Additional file 4 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 4. Summary for GOMCL-sub clustering results of C1 described in Fig. 1.
DOI: 10.6084/m9.figshare.12109791
title: Additional file 1 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 1. GOMCL cluster information for each GO term.
DOI: 10.6084/m9.figshare.12109797
title: Additional file 2 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 2. Similarity connections of GOMCL clusters and hierarchical connections of GOMCL cluster C1.
DOI: 10.6084/m9.figshare.12109791.v1
title: Additional file 1 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 1. GOMCL cluster information for each GO term.
DOI: 10.6084/m9.figshare.12109797.v1
title: Additional file 2 of GOMCL: a toolkit to cluster, evaluate, and extract non-redundant associations of Gene Ontology-based functions

description: Additional file 2. Similarity connections of GOMCL clusters and hierarchical connections of GOMCL cluster C1.
DOI: 10.6084/m9.figshare.12109773
title: Additional file 3 of Genetic and phenotypic associations between root architecture, arbuscular mycorrhizal fungi colonisation and low phosphate tolerance in strawberry (Fragaria × ananassa)

description: Additional file 3.
DOI: 10.6084/m9.figshare.12109767
title: Additional file 9 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 9: Supplementary Table 6. Information concerning the full-length unigenes annotated into early gametogenesis related genes using the NR database.
DOI: 10.6084/m9.figshare.12109761
title: Additional file 8 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 8: Supplementary Table 5. Detailed KEGG pathway annotation classification information for the unigenes of A. schrenckii.
DOI: 10.6084/m9.figshare.12109773.v1
title: Additional file 3 of Genetic and phenotypic associations between root architecture, arbuscular mycorrhizal fungi colonisation and low phosphate tolerance in strawberry (Fragaria × ananassa)

description: Additional file 3.
DOI: 10.6084/m9.figshare.12109767.v1
title: Additional file 9 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 9: Supplementary Table 6. Information concerning the full-length unigenes annotated into early gametogenesis related genes using the NR database.
DOI: 10.6084/m9.figshare.12109758
title: Additional file 7 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 7: Supplementary Table 4. Detailed GO annotation classification information for the unigenes of A. schrenckii.
DOI: 10.6084/m9.figshare.12109761.v1
title: Additional file 8 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 8: Supplementary Table 5. Detailed KEGG pathway annotation classification information for the unigenes of A. schrenckii.
DOI: 10.6084/m9.figshare.12109755
title: Additional file 6 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 6: Supplementary Table 3. Statistics of the clean short reads respectively from the testes and ovaries of seven A. schrenckii individuals using Illumina short-read RNA sequencing.
DOI: 10.6084/m9.figshare.12109749
title: Additional file 5 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 5: Supplementary Table 2. The length distribution of full-length unigenes in the gonads of A. schrenckii acquired using the PacBio Sequel platform.
DOI: 10.6084/m9.figshare.12109755.v1
title: Additional file 6 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 6: Supplementary Table 3. Statistics of the clean short reads respectively from the testes and ovaries of seven A. schrenckii individuals using Illumina short-read RNA sequencing.
DOI: 10.6084/m9.figshare.12109758.v1
title: Additional file 7 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 7: Supplementary Table 4. Detailed GO annotation classification information for the unigenes of A. schrenckii.
DOI: 10.6084/m9.figshare.12109749.v1
title: Additional file 5 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 5: Supplementary Table 2. The length distribution of full-length unigenes in the gonads of A. schrenckii acquired using the PacBio Sequel platform.
DOI: 10.6084/m9.figshare.12109743
title: Additional file 4 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 4: Supplementary Table 1. Summary of the ROIs from two SMRT cells in the gonads of A.schrenckii.
DOI: 10.6084/m9.figshare.12109743.v1
title: Additional file 4 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 4: Supplementary Table 1. Summary of the ROIs from two SMRT cells in the gonads of A.schrenckii.
DOI: 10.6084/m9.figshare.12109713
title: Additional file 12 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 12: Supplementary Table 9. Species and accession numbers of Sox9 proteins used in the phylogenetic analysis.
DOI: 10.6084/m9.figshare.12109704
title: Additional file 11 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 11: Supplementary Table 8. Sox family members identified by TFDB, NR and SMART association analyses.
DOI: 10.6084/m9.figshare.12109713.v1
title: Additional file 12 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 12: Supplementary Table 9. Species and accession numbers of Sox9 proteins used in the phylogenetic analysis.
DOI: 10.6084/m9.figshare.12109698
title: Additional file 10 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 10: Supplementary Table 7. The alternative splicing (AS) events of nonredundant early gametogenesis related unigenes in the full-length gonad transcriptome of A.schrenckii.
DOI: 10.6084/m9.figshare.12109704.v1
title: Additional file 11 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 11: Supplementary Table 8. Sox family members identified by TFDB, NR and SMART association analyses.
DOI: 10.6084/m9.figshare.12109698.v1
title: Additional file 10 of Full-length transcriptome sequencing and comparative transcriptomic analysis to uncover genes involved in early gametogenesis in the gonads of Amur sturgeon (Acipenser schrenckii)

description: Additional file 10: Supplementary Table 7. The alternative splicing (AS) events of nonredundant early gametogenesis related unigenes in the full-length gonad transcriptome of A.schrenckii.
DOI: 10.6084/m9.figshare.12109608
title: Additional file 5 of Identification of key genes and pathways associated with feed efficiency of native chickens based on transcriptome data via bioinformatics analysis

description: Additional file 5: Table S5. An entire result of Gene set enrichment analysis (GSEA) between HRFI and LRFI birds
DOI: 10.6084/m9.figshare.12109602
title: Additional file 4 of Identification of key genes and pathways associated with feed efficiency of native chickens based on transcriptome data via bioinformatics analysis

description: Additional file 4: Table S4. GO and KEGG analysis of genes in each module
DOI: 10.6084/m9.figshare.12109599
title: Additional file 4 of Vitamins D3 and D2 have marked but different global effects on gene expression in a rat oligodendrocyte precursor cell line

description: Additional file 4. Comparative functional enrichment analysis of the three groups of genes in Additional File 3: Supplementary Fig. S1 and S2. The description of the data reported is provided in the README sheet (xlsx 46 KB).