cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20456160.v2
title: tumor_adata.h5ad

description: An AnnData file for Thrane melanoma input, which contains the following: log-transformed expression in adata.X, raw expression in adata.raw, cell types computed by RCTD in adata.obs, and spatial coordinates in adata.obsm
DOI: 10.26186/147082
title: Banks Strait, Bass Strait, (HIPP) Multibeam Survey (SI 1020/20210021S)

description: The Banks Strait bathymetry survey was acquired for the Australian Hydrographic Office (AHO) onboard the M/V Offshore Solution and SMB Indigo during the period 20 January – 17 July 2021. The survey was contracted as part of the HydroScheme Industry Partnership Program (HIPP). The survey area encompasses Banks Strait located between the Northern Tasmanian coast and the Furneaux Group (including Cape Barren, Clarke and Flinders Islands). Bathymetry data was acquired using a Kongsberg EM2040-04 MKII and EM 2040P multibeam sonar and processed using QPS Qimera V2.0.1. The dataset was then exported to GeoTIFF using CARIS HIPS and SIPS software. This dataset contains a 30m-resolution 32-bit floating point GeoTIFF file. This dataset is not to be used for navigational purposes.
DOI: 10.14457/tu.the.2021.382
title: การศึกษาเปรียบเทียบการกระทำความผิดทางบัญชีของบริษัทจดทะเบียนในตลาดหลักทรัพย์แห่งประเทศไทยและตลาดหลักทรัพย์แห่งสิงคโปร์

description: การศึกษานี้มีวัตถุประสงค์เพื่อศึกษาเปรียบเทียบ จำนวน แนวโน้ม ลักษณะวิธีการของการกระทำความผิดทางบัญชีของบริษัทจดทะเบียนในตลาดหลักทรัพย์แห่งประเทศไทยและตลาดหลักทรัพย์แห่งสิงคโปร์ การศึกษานี้เป็นการศึกษาเชิงคุณภาพโดยใช้การวิเคราะห์เนื้อหาข้อมูลจากเว็บไซต์ข่าวของสำนักงานคณะกรรมการหลักทรัพย์และตลาดหลักทรัพย์แห่งประเทศไทยและเว็บไซต์ข่าวของตลาดหลักทรัพย์แห่งสิงคโปร์ โดยนำกรณีความผิดทางบัญชีแต่ละกรณีมาวิเคราะห์อย่างละเอียดและนำมาประมวลผล พบว่า จำนวนการกระทำความผิดทางบัญชีของตลาดหลักทรัพย์แห่งประเทศไทย มีจำนวนไม่แตกต่างกับตลาดหลักทรัพย์แห่งสิงคโปร์ แม้จะมีการกำกับดูแลและการตรวจสอบที่แตกต่างกันบ้าง วิธีการและลักษณะการกระทำความผิดในตลาดหลักทรัพย์ทั้งสองไม่แตกต่างกันคือ เกิดเนื่องจากการมีเจตนาทุจริตของผู้บริหาร การควบคุมภายในที่ไม่มีประสิทธิภาพ การรายงานเท็จต่อหน่วยงานกำกับดูแล การกระทำทั้งหมดเกิดจากแรงจูงใจที่ต้องการทำกำไรให้สูงเกินจริง โดยการบันทึกหนี้สินและทรัพย์สินอันเป็นเท็จ เพื่อให้ผลการดำเนินงานของบริษัทอยู่ในระดับที่ดี ตรงตามความคาดหวังของนักลงทุนและผู้มีส่วนได้เสียอีกครั้ง เพื่ออำนวยประโยชน์อันมิชอบด้วยกฎหมายให้กับผู้บริหารบริษัทและพวกพ้องส่วนแนวโน้มและทิศทางของการกระทำความผิดทั้งสองตลาดไม่แตกต่างกันในอนาคต หากการกำกับดูแลไม่ทั่วถึงอาจมีการกระทำความผิดทางบัญชีเพิ่มมากขึ้นเนื่องจากสภาพแวดล้อมภายนอก เช่น ระบบเศรษฐกิจหรือการเกิดโรคระบาดต่างๆอาจทำให้บริษัทต้องการคงสถานะของบริษัทไว้ในตลาดหลักทรัพย์ เป็นเหตุจูงใจให้เกิดการกระทำความผิดทางบัญชีได้
DOI: 10.6084/m9.figshare.20097332.v2
title: Additional file 12 of "WormTensor: a clustering method for time-series whole-brain activity data of C. elegans"

description: P-values of Hypergeometric test and q-value of FDR of all the clustering methods with the optimal numbers of clusters
DOI: 10.6084/m9.figshare.20097332.v3
title: Additional file 11 of "WormTensor: a clustering method for time-series whole-brain activity data of C. elegans"

description: P-values of Hypergeometric test and q-value of FDR of all the clustering methods with the optimal numbers of clusters
DOI: 10.25946/18094145
title: Beliefs about Deception

description: An online survey assessing Australian residents' beliefs about non-verbal behaviour and deception, along with their opinions regarding cross-cultural deception detection. <br>A Qualtrics online survey with a replication of the ten questions used by The Global Deception Research Team (GDRT) (2006, p. 72). Additional free-text response questions were: <i>Do you think it is harder to tell when someone from a different cultural background is lying?</i> and: <i>Why do you think it would, or might, be harder for people from different cultural backgrounds to tell if someone was lying?</i><i><br></i>Five hundred and thirty-three Australian residents completed the questionnaire fully, with five of the GDRT replicated questions having 534 responses. The youngest respondent was 16 and the oldest 86 (<i>M=</i>36.4, SD= 15.38).<br> Five hundred and three people answered the question: <i>Why do you think it would, or might, be harder for people from different cultural backgrounds to tell if someone was lying?</i><i><br></i>
DOI: 10.25946/18094145.v1
title: Beliefs about Deception

description: An online survey assessing Australian residents' beliefs about non-verbal behaviour and deception, along with their opinions regarding cross-cultural deception detection. <br>A Qualtrics online survey with a replication of the ten questions used by The Global Deception Research Team (GDRT) (2006, p. 72). Additional free-text response questions were: <i>Do you think it is harder to tell when someone from a different cultural background is lying?</i> and: <i>Why do you think it would, or might, be harder for people from different cultural backgrounds to tell if someone was lying?</i><i><br></i>Five hundred and thirty-three Australian residents completed the questionnaire fully, with five of the GDRT replicated questions having 534 responses. The youngest respondent was 16 and the oldest 86 (<i>M=</i>36.4, SD= 15.38).<br> Five hundred and three people answered the question: <i>Why do you think it would, or might, be harder for people from different cultural backgrounds to tell if someone was lying?</i><i><br></i>
DOI: 10.6084/m9.figshare.17081267
title: Synthesis of heteroleptic yttrium and dysprosium 1,2,4-tris(trimethylsilyl)cyclopentadienyl complexes

description: Characterisation data of complexes.
DOI: 10.34740/kaggle/dsv/4051494
title: WallStreetBets 2022
DOI: 10.34740/kaggle/dsv/4051539
title: History Channel's Alone Seasons 1-3 and 5-9
DOI: 10.18112/openneuro.ds002898.v1.3.0
title: Monash rsPET-MR
DOI: 10.6084/m9.figshare.20444109.v2
title: Compositional and Structural Fingerprints of Materials Project Time Split Data for use with Generative Materials Benchmarking Metrics

description: This is a supporting dataset for <em><strong>matbench-genmetrics</strong></em> <sub>[docs]</sub> <sub>[repo]</sub>, a set of generative materials benchmarking metrics. The compositional (Magpie) and structural (CrystalNN) fingerprints* are produced in <sub>fingerprint_snapshot.py</sub> using <em><strong>mp-time-split</strong></em> data <sub>[docs]</sub> <sub>[repo]</sub> <sub>[figshare]</sub> and are given in <em>comp_fingerprints.csv</em> (132 features) and <em>struct_fingerprints.csv</em> (61 features), respectively. Each has an additional column in the first position, <em>material_id,</em> which contains the <sub>Materials Project <em>material_id</em></sub>. So, in total there are 133 and 62 columns, respectively. There are 40476 entries, plus a header row with labels, so 40477 rows in total. The primary purpose of these datasets is to avoid repeating lengthy calculations each time a <em>matbench-genmetrics</em> benchmark is computed; thus, only the generated structures need to be featurized. The total runtime for the compositional and structural fingerprinting using 6 physical cores (12 virtual cores as determined by <em>multiprocessing.cpu_count()</em>) is approximately 50 minutes and 140 min, respectively. The benchmarks can be used with materials generative models such as <sub><em>xtal2png</em></sub><em>+</em><sub><em>Imagen</em></sub>. <br> *The use of Magpie and CrystalNN featurizers are based on the coverage metric from CDVAE <sub>[repo]</sub> <sub>[paper].</sub> <br> A small set of dummy data for testing purposes is also included (<em>dummy_comp_fingerprints.csv</em> and <em>dummy_struct_fingerprints.csv</em>)
DOI: 10.23729/921db450-7055-4194-a721-b3ddbf41899a
title: Fractured Rocks

description: Hand speciments collected for investigating the fracture patterns in crystalline rocks (Rapakivi granites). Samples are spatially associated with faults, while most fractures are healed fractures, with a limited amount of open fractures present. Locations: Loviisa (Orrengrund) and Åland Islands. Same samples were also imaged with grinding tomography. Some of the data is included in: Jokiniemi, J, 2021, 3D-modelling of fault-induced small-scale secondary fracturing in crystalline rocks. Pro gradu thesis. https://urn.fi/URN:NBN:fi-fe2021080642375 . Preview dataset found at https://doi.org/10.23729/7a29aa89-59d5-4093-90ed-73e0e6147519 . To obtain data, please contact fairdata-pas@gtk.fi .
DOI: 10.6084/m9.figshare.20461764
title: plot Nanosheet FET.xlsx

description: Nansosheet device characteristics
DOI: 10.6084/m9.figshare.20461764.v1
title: plot Nanosheet FET.xlsx

description: Nansosheet device characteristics
DOI: 10.6084/m9.figshare.13634552.v4
title: Global Land ET by CR method

description: This is the global land surface evapotranspiration dataset produced by the calibration-free Complementary Relationship (CR) method. The dataset now covers the period of 1982-2016 with spatial and temporal resolutions of 0.25-degree and monthly, respectively. The dataset may be updated in future for an extended temporal coverage when certain inputs of the model become available. <br>
DOI: 10.6084/m9.figshare.13634552.v5
title: Global Land ET by CR method

description: This is the global land surface evapotranspiration dataset produced by the calibration-free Complementary Relationship (CR) method. The dataset now covers the period of 1982-2016 with spatial and temporal resolutions of 0.25-degree and monthly, respectively. The dataset may be updated in future for an extended temporal coverage when certain inputs of the model become available. <br>
DOI: 10.6084/m9.figshare.20461884
title: Additional file 2 of Re-emerging threat of Trypanosoma cruzi vector transmission in El Salvador, update from 2018 to 2020

description: Additional file 2. Wall materials of infested houses observed in this study.
DOI: 10.6084/m9.figshare.20461881
title: Additional file 1 of Re-emerging threat of Trypanosoma cruzi vector transmission in El Salvador, update from 2018 to 2020

description: Additional file 1. Details of survey area in this study.
DOI: 10.6084/m9.figshare.20461887
title: Additional file 3 of Re-emerging threat of Trypanosoma cruzi vector transmission in El Salvador, update from 2018 to 2020

description: Additional file 3. Details of triatomines captured in this study.
DOI: 10.6084/m9.figshare.20461881.v1
title: Additional file 1 of Re-emerging threat of Trypanosoma cruzi vector transmission in El Salvador, update from 2018 to 2020

description: Additional file 1. Details of survey area in this study.
DOI: 10.6084/m9.figshare.20461887.v1
title: Additional file 3 of Re-emerging threat of Trypanosoma cruzi vector transmission in El Salvador, update from 2018 to 2020

description: Additional file 3. Details of triatomines captured in this study.
DOI: 10.6084/m9.figshare.20461884.v1
title: Additional file 2 of Re-emerging threat of Trypanosoma cruzi vector transmission in El Salvador, update from 2018 to 2020

description: Additional file 2. Wall materials of infested houses observed in this study.
DOI: 10.6084/m9.figshare.20461893.v1
title: Additional file 2 of Dynamics and structural changes of calmodulin upon interaction with the antagonist calmidazolium

description: Additional file 2. The HDX-MS data
DOI: 10.6084/m9.figshare.20461893
title: Additional file 2 of Dynamics and structural changes of calmodulin upon interaction with the antagonist calmidazolium

description: Additional file 2. The HDX-MS data
DOI: 10.6084/m9.figshare.20461914
title: Additional file 1 of Correlation between national surveillance and search engine query data on respiratory syncytial virus infections in Japan

description: Additional file 1. Relative search volume on Google Trends and sentinel surveillance data for 2018, 2019, 2020, and 2021 were shown in the supplementary data. The Google Trends data and surveillance data were available from January 1, 2018, to November 14, 2021, and from February 26, 2018, to September 12, 2021. The sentinel surveillance data were expressed as the number of laboratory-confirmed cases per sentinel site. NA: not available.
DOI: 10.6084/m9.figshare.20461914.v1
title: Additional file 1 of Correlation between national surveillance and search engine query data on respiratory syncytial virus infections in Japan

description: Additional file 1. Relative search volume on Google Trends and sentinel surveillance data for 2018, 2019, 2020, and 2021 were shown in the supplementary data. The Google Trends data and surveillance data were available from January 1, 2018, to November 14, 2021, and from February 26, 2018, to September 12, 2021. The sentinel surveillance data were expressed as the number of laboratory-confirmed cases per sentinel site. NA: not available.
DOI: 10.6084/m9.figshare.20461923.v1
title: Additional file 2 of Correlates and determinants of transport-related physical activity among adults: an interdisciplinary systematic review

description: Additional file 2. Article quality assessment table. Quality assessment table for articles included within systematic review.
DOI: 10.6084/m9.figshare.20461923
title: Additional file 2 of Correlates and determinants of transport-related physical activity among adults: an interdisciplinary systematic review

description: Additional file 2. Article quality assessment table. Quality assessment table for articles included within systematic review.
DOI: 10.6084/m9.figshare.20461921
title: Additional file 2 of HPV genotyping by L1 amplicon sequencing of archived invasive cervical cancer samples: a pilot study

description: Additional file 2. Detailed data for each sample, including archive type, tissue type, histological subtype, collection year, details for partial consent validation ("Consent Notes"), patient age at sample collection, reported race, percentage of off-target human reads, overall HPV status (“unclear” indicates a high fraction of human reads, “qPCR filter” indicates a low amplified DNA concentration), HPV genotype assignments (using a 20% read fraction threshold and other standard criteria defined in the Methods), percentages of specific HPV genotype reads, previous archived DNA genotyping results (based on RFLP analysis), amplified DNA concentrations (quantified by qPCR after gel extraction), median and maximum sizes among human-aligned reads (calculated from paired-end reads using Picard), paired sample IDs (based on provided annotations, QC Array IBD calculations, or both), QC Array call rate (a QC measure for the sample), primary super-population assignments (based on &gt;50% estimated contributions, using ADMIXTURE), mixed super-population assignments (based on &gt;20% estimated contributions, ADMIXTURE), distance-based bootstrap super-population assignments (with confidence &gt;95%), HPV L1 amplicon sequencing barcode, run information (run number: flowcell ID: lane number), and total HPV L1 amplicon sequencing reads (combined between lanes).
DOI: 10.6084/m9.figshare.20461921.v1
title: Additional file 2 of HPV genotyping by L1 amplicon sequencing of archived invasive cervical cancer samples: a pilot study

description: Additional file 2. Detailed data for each sample, including archive type, tissue type, histological subtype, collection year, details for partial consent validation ("Consent Notes"), patient age at sample collection, reported race, percentage of off-target human reads, overall HPV status (“unclear” indicates a high fraction of human reads, “qPCR filter” indicates a low amplified DNA concentration), HPV genotype assignments (using a 20% read fraction threshold and other standard criteria defined in the Methods), percentages of specific HPV genotype reads, previous archived DNA genotyping results (based on RFLP analysis), amplified DNA concentrations (quantified by qPCR after gel extraction), median and maximum sizes among human-aligned reads (calculated from paired-end reads using Picard), paired sample IDs (based on provided annotations, QC Array IBD calculations, or both), QC Array call rate (a QC measure for the sample), primary super-population assignments (based on &gt;50% estimated contributions, using ADMIXTURE), mixed super-population assignments (based on &gt;20% estimated contributions, ADMIXTURE), distance-based bootstrap super-population assignments (with confidence &gt;95%), HPV L1 amplicon sequencing barcode, run information (run number: flowcell ID: lane number), and total HPV L1 amplicon sequencing reads (combined between lanes).
DOI: 10.6084/m9.figshare.20461930
title: Additional file 5 of HPV genotyping by L1 amplicon sequencing of archived invasive cervical cancer samples: a pilot study

description: Additional file 5. Adjusted read counts from BWA-MEM alignment to a joint reference set, including the human genome (hg38) and a 35-HPV genotype reference set.
DOI: 10.6084/m9.figshare.20461930.v1
title: Additional file 5 of HPV genotyping by L1 amplicon sequencing of archived invasive cervical cancer samples: a pilot study

description: Additional file 5. Adjusted read counts from BWA-MEM alignment to a joint reference set, including the human genome (hg38) and a 35-HPV genotype reference set.
DOI: 10.6084/m9.figshare.20461938
title: Additional file 2 of Altered macronutrient composition and genetics influence the complex transcriptional network associated with adiposity in the Collaborative Cross

description: Additional file 2: Supplementary Table 1. All genes significantly correlated with post-diet body fat % (2,552). Supplementary Table 2. Significant correlations between phenotypes and the top 30 genes with expression levels most strongly correlated with post-diet BF%. Supplementary Table 3. All genes with significant differential expression by diet (1,344). Supplementary Table 4. Genes differentially expressed by diet in the CC were significantly enriched for 20 KEGG pathways and 187 GO terms. Supplementary Table 5. All genes with significant differential expression by strain (9,436). Supplementary Table 6. Genes differentially expressed by strain in the CC were significantly enriched for 13 KEGG pathways and 163 GO terms. Supplementary Table 7. 65 DE genes by diet associated with obesity traits in humans are also significantly correlated with body fat %. Supplementary Table 8. 431 DE genes by strain associated with obesity traits in humans are also significantly correlated with body fat %. Supplementary Table 9. Module gene assignments. Supplementary Table 10. Spearman’s correlations between module eigengenes (MEs) and phenotypic traits. Supplementary Table 11. All significant enrichments for magenta, red, and yellow modules. Supplementary Table 12. Population of mice used in microarray analysis.
DOI: 10.6084/m9.figshare.20461938.v1
title: Additional file 2 of Altered macronutrient composition and genetics influence the complex transcriptional network associated with adiposity in the Collaborative Cross

description: Additional file 2: Supplementary Table 1. All genes significantly correlated with post-diet body fat % (2,552). Supplementary Table 2. Significant correlations between phenotypes and the top 30 genes with expression levels most strongly correlated with post-diet BF%. Supplementary Table 3. All genes with significant differential expression by diet (1,344). Supplementary Table 4. Genes differentially expressed by diet in the CC were significantly enriched for 20 KEGG pathways and 187 GO terms. Supplementary Table 5. All genes with significant differential expression by strain (9,436). Supplementary Table 6. Genes differentially expressed by strain in the CC were significantly enriched for 13 KEGG pathways and 163 GO terms. Supplementary Table 7. 65 DE genes by diet associated with obesity traits in humans are also significantly correlated with body fat %. Supplementary Table 8. 431 DE genes by strain associated with obesity traits in humans are also significantly correlated with body fat %. Supplementary Table 9. Module gene assignments. Supplementary Table 10. Spearman’s correlations between module eigengenes (MEs) and phenotypic traits. Supplementary Table 11. All significant enrichments for magenta, red, and yellow modules. Supplementary Table 12. Population of mice used in microarray analysis.
DOI: 10.6084/m9.figshare.20461956
title: Additional file 2 of What funders are doing to assess the impact of their investments in health and biomedical research

description: Additional file 2. Included papers table.
DOI: 10.6084/m9.figshare.20461956.v1
title: Additional file 2 of What funders are doing to assess the impact of their investments in health and biomedical research

description: Additional file 2. Included papers table.
DOI: 10.6084/m9.figshare.20461965
title: Additional file 2 of Practical guidance for planning resources required to support publicly-funded adaptive clinical trials

description: Additional file 2. Costing spreadsheet.
DOI: 10.6084/m9.figshare.20461965.v1
title: Additional file 2 of Practical guidance for planning resources required to support publicly-funded adaptive clinical trials

description: Additional file 2. Costing spreadsheet.
DOI: 10.6084/m9.figshare.20461990
title: An assessment of orbital energy corrections for the direct random phase approximation and explicit <i>σ</i>-functionals

description: The <i>σ</i>-functionals developed in the Görling group [J. Chem. Phys. <b>154</b>, 014104 (2021); <i>ibid.</i> <b>155</b>, 134111 (2021)] facilitate impressive improvements over the direct random phase approximation (dRPA) and provide chemical accuracy for a broad spectrum of benchmarks concerning reaction energies and barrier heights, but struggle considerably with problems related to self-interaction. We herein assess two possible corrections to the orbital energies in the construction of the non-interacting response function for the dRPA and <i>σ</i>-functionals: (i) The scaling corrections of Yang and co-workers, which have been successfully applied within DFT, and (ii) the admixture of exact exchange in a post-SCF fashion similar to some double-hybrid functionals. An analysis of static shifts to the virtual orbital energies reveals the choice of corrections to be a difficult balancing act, as the effect of the corrections vastly differs between benchmark sets. Scaling corrections are found to provide substantial improvements to self-interaction problems, but seem adversarial for thermochemistry in combination with RPA. The post-SCF inclusion of exact exchange in combination with a semicanonical projection is shown to retain the accuracy of <i>σ</i>-functionals over a wide range of exact exchange admixtures and reduces the computational cost of the SCF calculation compared to hybrid functionals, but provides smaller improvements to self-interaction problems than scaling corrections for the most challenging cases.