cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25345/c52n8q
title: MassIVE MSV000087998 - Global profiling of tissue specific metabolic profiles of Indian jackfruit (Artocarpus heterophyllus)
title: Jackfruit [Artocarpus heterophyllus Lam.] (4n=56) is native to Western Ghats of India and is the largest tree-borne edible fruit. The fruit is rich in carbohydrates, proteins, minerals, and vitamins. Its low glycemic index makes it a good substitute for wheat. Despite high nutritional properties, jackfruit remains an underutilized crop. In this study, we carried out high-resolution triple quadrupole mass spectrometry based global analysis of metabolite profiles of three jackfruit tissues viz., edible pulp, seed and seed coat. Metabolite identification was performed using an XCMS online tool and in house tool MS2Compound. Systematic analysis led to the identification of 381, 362, and 384 metabolites from pulp, seed and seed coat tissues, respectively at the MS2 level. The data were searched against a custom concatenated database composite of PlantCyc and FooDB databases. We identified signature metabolites of the genus Artocarpus such as artocarpetin, artocarpin and artonin. We identified several metabolites with nutritional and pharmacological benefits. Additionally, we used the global natural products social molecular networking (GNPS) platform for grouping the metabolites based on their fragmentation patterns. Our data emphasizes the high nutritive value of jackfruit that encourages the conversion of this fruit into a 'global delicacy' for nutritional and pharmacological benefits.
DOI: 10.15468/wq97v6
title: Tomosvaryella Aczél (Diptera: Pipunculidae) of Colombia, with description of two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ramos-Pastrana, Yardany, Rafael, José Albertino (2021): Tomosvaryella Aczél (Diptera: Pipunculidae) of Colombia, with description of two new species. Zootaxa 4985 (1): 37-68, DOI: https://doi.org/10.11646/zootaxa.4985.1.2
DOI: 10.5281/zenodo.5217437
title: The relation between the surface composition anomaly and the distribution of the exosphere of Mercury

description: This is the dataset used in "The relation between the surface composition anomaly and the distribution of the exosphere of Mercury", which is under review.
DOI: 10.48544/cfe8f5d1-666c-46b9-a1cf-ca89baa06462
title: Technological Mediation and Ethics
DOI: 10.4119/unibi/2954727
title: Research Data for: Visuo-proprioceptive integration and recalibration with multiple visual stimuli
DOI: 10.5281/zenodo.5217570
title: A small test dataset for MineSV

description: The small normal-tumor paired next-generation sequencing data set was synthesized using the tool bamsurgeon.
DOI: 10.5281/zenodo.5217569
title: A small test dataset for MineSV

description: The small normal-tumor paired next-generation sequencing data set was synthesized using the tool bamsurgeon.
DOI: 10.5281/zenodo.5217581
title: Exercise and Sestrin mediate speed and lysosomal activity in Drosophila by partially overlapping mechanisms-source data

description: Source data, Figures 1-7
DOI: 10.5281/zenodo.5217580
title: Exercise and Sestrin mediate speed and lysosomal activity in Drosophila by partially overlapping mechanisms-source data

description: Source data, Figures 1-7
DOI: 10.6073/pasta/caf757bc4d0d0509bfc16fc98db9a927
title: Nonstructural Carbohydrates in Defoliated Oaks in Central Massachusetts 2019-2020

description: Carbon starvation posits that defoliation- and drought-induced mortality results from drawing down stored nonstructural carbohydrates (NSCs), but evidence is mixed and mortality is often observed prior to full drawdown of NSCs. We tested the relationship between defoliation severity, NSC drawdown, and tree mortality by measuring NSCs in mature oak trees defoliated by gypsy moths across a natural experimental gradient of defoliation severity. We collected stem and root samples from oaks (Quercus rubra and Q. alba) in interior forests (n=34) and forest edges (n=47) in central Massachusetts, USA. Total NSC (TNC; sugar + starch) stores were analyzed with respect to tree size, species, and defoliation severity, which ranged between 5 and 100%. Forest edge trees had higher TNC stores that were less sensitive to defoliation than interior forest trees. However, TNC stores declined significantly in both groups with increasingly severe defoliation. Furthermore, we observed a mortality threshold of 1.5% dry weight TNC. Our study draws a direct link between insect defoliation and TNC reserves and defines a TNC threshold below which mortality is highly likely. These findings advance understanding and improve model parametrization of tree response to insect outbreaks, an increasing threat with globalization and climate change.
DOI: 10.6084/m9.figshare.15199287
title: Co-isolates of Acinetobacter baumannii complex in polymicrobial infections: a meta-analysis

description: Dataset
DOI: 10.5519/qd.pjos79f9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (27 records)
DOI: 10.5517/ccdc.csd.cc24rhxb
title: CCDC 1988802: Experimental Crystal Structure Determination

description: Related Article: Aaron S. Crossman, Jake X. Shi, Sebastian M. Krajewski, Laura A. Maurer, Michael P. Marshak|2021|Tetrahedron|94|132308|doi:10.1016/j.tet.2021.132308
DOI: 10.5517/ccdc.csd.cc24rhyc
title: CCDC 1988803: Experimental Crystal Structure Determination

description: Related Article: Aaron S. Crossman, Jake X. Shi, Sebastian M. Krajewski, Laura A. Maurer, Michael P. Marshak|2021|Tetrahedron|94|132308|doi:10.1016/j.tet.2021.132308
DOI: 10.5517/ccdc.csd.cc24rp8w
title: CCDC 1988968: Experimental Crystal Structure Determination

description: Related Article: Aaron S. Crossman, Jake X. Shi, Sebastian M. Krajewski, Laura A. Maurer, Michael P. Marshak|2021|Tetrahedron|94|132308|doi:10.1016/j.tet.2021.132308
DOI: 10.5517/ccdc.csd.cc25805n
title: CCDC 2003690: Experimental Crystal Structure Determination

description: Related Article: Rasmita Barik, Joydev Halder, Palas Jana, Samik Nanda|2021|Tetrahedron|94|132356|doi:10.1016/j.tet.2021.132356
DOI: 10.5517/ccdc.csd.cc25zrsq
title: CCDC 2025564: Experimental Crystal Structure Determination

description: Related Article: Mohamad G. Ahmad Elarfi|2019|Thesis|||
DOI: 10.5517/ccdc.csd.cc26v9p2
title: CCDC 2051074: Experimental Crystal Structure Determination

description: Related Article: Felix Witte, Philipp Rietsch, Nithiya Nirmalananthan-Budau, Florian Weigert, Jan P. Götze, Ute Resch-Genger, Siegfried Eigler, Beate Paulus|2021|Phys.Chem.Chem.Phys.(PCCP)|23|17521|doi:10.1039/D1CP02534A
DOI: 10.5517/ccdc.csd.cc26y4nz
title: CCDC 2053801: Experimental Crystal Structure Determination

description: Related Article: Saghir Ali, Abu T. Khan|2021|Org.Biomol.Chem.|19|7041|doi:10.1039/D1OB01188J
DOI: 10.5517/ccdc.csd.cc26ylqh
title: CCDC 2054237: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ym4y
title: CCDC 2054250: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ym5z
title: CCDC 2054251: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ym60
title: CCDC 2054252: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ym71
title: CCDC 2054253: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ym82
title: CCDC 2054254: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ym93
title: CCDC 2054255: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ymb4
title: CCDC 2054256: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ymc5
title: CCDC 2054257: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.5517/ccdc.csd.cc26ymd6
title: CCDC 2054258: Experimental Crystal Structure Determination

description: Related Article: Zuping Xiong, Xiaoxiao Zhang, Longxiang Liu, Qiaozhi Zhu, Zhenni Wang, Hui Feng, Zhaosheng Qian|2021|Chemical Science|12|10710|doi:10.1039/D1SC02168K
DOI: 10.6084/m9.figshare.15200100
title: CASECONTROLBARICITINIB .xlsx

description: The use of Triple therapy (Baricitinib +Dexamethasone/Remdesivir) in COVID-19 pneumonia.
DOI: 10.6084/m9.figshare.15200100.v1
title: CASECONTROLBARICITINIB .xlsx

description: The use of Triple therapy (Baricitinib +Dexamethasone/Remdesivir) in COVID-19 pneumonia.
DOI: 10.4119/unibi/2945187
title: Identifying routes from path similarities

description: 83 trajectories of 27 bumblebees in a cluttered tunnel containing 49 objects. The trajectories were obtained from 5 synchronised cameras. Implementation of our method to identify routes from bumblebees' paths can be found in the associated git. Intermediate results of the analyses can be found in the archive results.tar.xz.
DOI: 10.5281/zenodo.5217585
title: Brustiarius proximus RB0375 NOVOGENE SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5217584
title: Brustiarius proximus RB0375 NOVOGENE SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5217483
title: PRISM

description: PRISM PharmacoSet (PSet) generated by ORCESTRA. Metadata can be found on ORCESTRA at: http://orcestra.ca/pset/10.5281/zenodo.5217483. <strong>Disclaimer</strong> The PRISM data were generated and shared by PRISM Lab at Broad Institute. The Haibe-Kains Lab has reprocessed and re-annotated the data to maximize overlap with other pharmacogenomic datasets. <strong>Data Usage Policy</strong> The data are provided under Creative Commons BY 4.0 license. Please note: The data files are experimental and academic in nature and are not licensed or certified by any regulatory body. <strong>Please cite the following when using these data</strong> Corsello SM, Nagari RT, Spangler RD, et al. Discovering the anti-cancer potential of non-oncology drugs by systematic viability profiling. Nat Cancer. 2020;1(2):235-248. doi:10.1038/s43018-019-0018-6
DOI: 10.5281/zenodo.5217579
title: Kmatrix1_new

description: no
DOI: 10.5281/zenodo.5217578
title: Kmatrix1_new

description: no
DOI: 10.4119/unibi/2946374
title: Pitaya transcriptome assemblies and investigation of transcript abundances

description: #### Pitaya transcriptome assemblies and investigation of transcript abundances The RNA-Seq dataset SRP250877 was re-analysed to check findings reported in the corresponding publication. RNA-Seq reads were trimmed with Trimmomatic ([Bolger et al., 2014](https://dx.doi.org/10.1093%2Fbioinformatics%2Fbtu170)) and assembled with Trinity ([Grabher et al., 2011](https://dx.doi.org/10.1038%2Fnbt.1883)). Encoded peptide sequences were predicted and functionally annotated using a previously developed approach ([Haak et al., 2018](https://dx.doi.org/10.3389%2Ffmolb.2018.00062)). kallisto ([Bray et al., 2016](https://doi.org/10.1038/nbt.3519)) was applied to estimate the abundance of transcripts based on transcriptome assemblies of three pitaya species and the raw RNA-Seq reads. <br> Please see our corresponding manuscript for details.
DOI: 10.5281/zenodo.5217441
title: NCI60

description: NCI60 PharmacoSet (PSet) generated by ORCESTRA. Metadata can be found on ORCESTRA at: http://orcestra.ca/pset/10.5281/zenodo.5217441 <strong>Disclaimer</strong> The NCI60 data were generated and shared by the US National Cancer Institute. The Haibe-Kains Lab has reprocessed and re-annotated the data to maximize overlap with other pharmacogenomic datasets. <strong>Data Usage Policy</strong> The data are provided under Creative Commons BY 4.0 license. Please note: The data files are experimental and academic in nature and are not licensed or certified by any regulatory body. <strong>Please cite the following when using these data</strong> Shoemaker, R. The NCI60 human tumour cell line anticancer drug screen. Nat Rev Cancer 6, 813–823 (2006). https://doi.org/10.1038/nrc1951
DOI: 10.5281/zenodo.5217057
title: Audio Piano Triad Dataset

description: Created by: Agustín Macaya Valladares<br> Date: May 5th, 2021 - Dataset contains 43.200 examples of piano triads in .wav format.<br> - Second Version: The audios are the same as the first version, but the octave number in the names were corrected from (2, 3, 4) to (3, 4, 5), respectively. Details:<br> - Sample rate: 16000 Hz.<br> - Data type: 16-bit PCM (int16).<br> - File size: Each example has a file size of 128 kB (5.53 GB for complete dataset).<br> - Duration: 4 seconds.<br> - Sound: Piano (digital).<br> - Chords were played by a human on a velocity-sensitive piano keyboard.<br> - 3 seconds pressed, 1 second released. - 3 octaves (3, 4, 5).<br> - 12 base notes per octave: Cn, Df, Dn, Ef, En, Fn, Gf, Gn, Af, An, Bf, Bn. (n is natural, f is flat).<br> - 4 triad types per note: major (j), minor (n), diminished (d), augmented (a). No inversions.<br> - 3 volumes per triad: forte (f), metsoforte (m), piano (p). <br> - 10 original examples per combination of octave, base note, triad type, and volume. (10*3*12*4*3 = 4.320 examples).<br> - x10 data augmentation for each example (4.320 * 10 = 43.200 total examples).<br> - Data augmentation through random temporal and amplitude shifts.<br> - Metadata is in the name of the chord. For example: "piano_4_Af_d_m_45.wav" is a piano chord, (4) 4th octave, (Af) A flat base note, (d) diminished, (m) metsoforte, 45th example. Note:<br> - The audios are in 16-bit PCM (int16) data type to reduce the file size. This means that the dynamic range of values in the array is -32768 to 32768, integers. To normalize the audios in the range -1 to 1 (float) just divide by 32768. Second Version: The audios are the same as the first version, but the octave number in the names were corrected from (2, 3, 4) to (3, 4, 5), respectively.
DOI: 10.5281/zenodo.4740876
title: Audio Piano Triad Dataset

description: Created by: Agustín Macaya Valladares<br> Date: May 5th, 2021 - Dataset contains 43.200 examples of piano triads in .wav format.<br> - Second Version: The audios are the same as the first version, but the octave number in the names were corrected from (2, 3, 4) to (3, 4, 5), respectively. Details:<br> - Sample rate: 16000 Hz.<br> - Data type: 16-bit PCM (int16).<br> - File size: Each example has a file size of 128 kB (5.53 GB for complete dataset).<br> - Duration: 4 seconds.<br> - Sound: Piano (digital).<br> - Chords were played by a human on a velocity-sensitive piano keyboard.<br> - 3 seconds pressed, 1 second released. - 3 octaves (3, 4, 5).<br> - 12 base notes per octave: Cn, Df, Dn, Ef, En, Fn, Gf, Gn, Af, An, Bf, Bn. (n is natural, f is flat).<br> - 4 triad types per note: major (j), minor (n), diminished (d), augmented (a). No inversions.<br> - 3 volumes per triad: forte (f), metsoforte (m), piano (p). <br> - 10 original examples per combination of octave, base note, triad type, and volume. (10*3*12*4*3 = 4.320 examples).<br> - x10 data augmentation for each example (4.320 * 10 = 43.200 total examples).<br> - Data augmentation through random temporal and amplitude shifts.<br> - Metadata is in the name of the chord. For example: "piano_4_Af_d_m_45.wav" is a piano chord, (4) 4th octave, (Af) A flat base note, (d) diminished, (m) metsoforte, 45th example. Note:<br> - The audios are in 16-bit PCM (int16) data type to reduce the file size. This means that the dynamic range of values in the array is -32768 to 32768, integers. To normalize the audios in the range -1 to 1 (float) just divide by 32768. Second Version: The audios are the same as the first version, but the octave number in the names were corrected from (2, 3, 4) to (3, 4, 5), respectively.
DOI: 10.4119/unibi/2952950
title: Data from: Online Movement Correction in Response to the Unexpectedly Perturbed Initial or Final Action Goals: An ERP and sLORETA Study
DOI: 10.6084/m9.figshare.15200943
title: TS - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15200943.v1
title: TS - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15200871.v1
title: MS - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis<br>
DOI: 10.6084/m9.figshare.15200871
title: MS - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis<br>
DOI: 10.6084/m9.figshare.15200772
title: MHC - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15200772.v1
title: MHC - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15200634
title: TC - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15200634.v1
title: TC - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15200325
title: MC - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15200325.v1
title: MC - Comparative_Genomics_Statistics

description: Results from Orthofinder analysis
DOI: 10.6084/m9.figshare.15199440
title: Supplimentary data 1

description: Detailed methodology of how the datasets were obtained<br>
DOI: 10.6084/m9.figshare.15199440.v1
title: Supplimentary data 1

description: Detailed methodology of how the datasets were obtained<br>
DOI: 10.7910/dvn/zokyop
title: Replication Data for: Gender and Wealth in Demographic Research: A Research Brief on a New Method and Application

description: This project sought to provide an alternative population-level measurement of homeownership by gender, relying on individuals rather than households as the unit of analysis. Rather than start with household surveys, we examined municipal tax assessor records of homeownership, coding their gender using a name-recognition algorithm. The project found considerable differences between conventional measures that rely on surveys and our measure relying on tax administrative data.
DOI: 10.5287/bodleian:kz6n8p6wj
title: Data for paper 'Homogenised model for the electrical current distribution within a submerged arc furnace for silicon production'
DOI: 10.6084/m9.figshare.13125536.v1
title: MarsWRF atmospheric model output used in "Diurnal variability in aeolian sediment transport at Gale crater, Mars"

description: This dataset contains outputs from the MarsWRF atmospheric model for Gale crater during local spring and summer. Analysis of this data and comparison with Curiosity rover observations can be found in Baker et al., (2020) "Diurnal variability in aeolian sediment transport at Gale crater, Mars."<br>Data is provided for every minute over seven sols at eight locations along the MSL rover's traverse. The locations included are: Precipice, Dorr Mountain, Cape Elizabeth, Mapleton, Sandy Point Beach, Ogunquit Beach, and Highfield. Variables include: localtime, u (E-W direction wind speed), v (N-S direction wind speed), u* (friction speed), density (atmospheric density).<br>
DOI: 10.6084/m9.figshare.13125536
title: MarsWRF atmospheric model output used in "Diurnal variability in aeolian sediment transport at Gale crater, Mars"

description: This dataset contains outputs from the MarsWRF atmospheric model for Gale crater during local spring and summer. Analysis of this data and comparison with Curiosity rover observations can be found in Baker et al., (2020) "Diurnal variability in aeolian sediment transport at Gale crater, Mars."<br>Data is provided for every minute over seven sols at eight locations along the MSL rover's traverse. The locations included are: Precipice, Dorr Mountain, Cape Elizabeth, Mapleton, Sandy Point Beach, Ogunquit Beach, and Highfield. Variables include: localtime, u (E-W direction wind speed), v (N-S direction wind speed), u* (friction speed), density (atmospheric density).<br>
DOI: 10.6084/m9.figshare.15202095
title: Supplementary Material – Drought responses and phenotypic plasticity of Maprounea guianensis populations in humid and dry tropical forests

description: <b>Table S1 – </b><i>Maprounea guianensis</i> in the Chapada Diamantina mountains, Brazil.(<i>p</i> &lt; 0.05) (df = degree of freedom; SS = sums of square; MS = mean square; F-ratio = the ratio of two variances; P-value = probability of significance; ΨPD = predawn water potential; ΨMD = midday water potential; ΔΨ = daily amplitude of water potential)
DOI: 10.6084/m9.figshare.15202095.v1
title: Supplementary Material – Drought responses and phenotypic plasticity of Maprounea guianensis populations in humid and dry tropical forests

description: <b>Table S1 – </b><i>Maprounea guianensis</i> in the Chapada Diamantina mountains, Brazil.(<i>p</i> &lt; 0.05) (df = degree of freedom; SS = sums of square; MS = mean square; F-ratio = the ratio of two variances; P-value = probability of significance; ΨPD = predawn water potential; ΨMD = midday water potential; ΔΨ = daily amplitude of water potential)
DOI: 10.21227/e1qb-jv46
title: Massive Arabic Speech Corpus (MASC)

description: This paper releases and describes the creation of the Massive Arabic Speech Corpus (MASC). This corpus is a dataset that contains 1,000 hours of speech sampled at 16~kHz and crawled from over 700 YouTube channels. MASC is multi-regional, multi-genre, and multi-dialect dataset that is intended to advance the research and development of Arabic speech technology with the special emphasis on Arabic speech recognition. In addition to MASC, a pre-trained 3-gram language model and a pre-trained automatic speech recognition model are also developed and made available for interested researches. For a better language model, a new and unified Arabic speech corpus is required, and thus, a dataset of 12~M unique Arabic words is created and released. To make practical and convenient use of MASC, the whole dataset is stratified based on dialect into clean and noisy portions. Each of the two portions is then stratified and divided into three subsets: development, test, and training sets. The best word error rate achieved by the speech recognition model is 19.8% for the clean development set and 21.8% for the clean test set.