cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16703197.v1
title: Additional file 2 of Effectiveness of interventions to prevent falls for people with multiple sclerosis, Parkinson’s disease and stroke: an umbrella review

description: Additional file 2. Matrix of evidence table demonstrating degree of overlap and citation count of systematic reviews meeting inclusion criteria.
DOI: 10.6084/m9.figshare.16703206
title: Additional file 4 of Effectiveness of interventions to prevent falls for people with multiple sclerosis, Parkinson’s disease and stroke: an umbrella review

description: Additional file 4. Application of GRADE algorithm to falls outcomes.
DOI: 10.6084/m9.figshare.16703206.v1
title: Additional file 4 of Effectiveness of interventions to prevent falls for people with multiple sclerosis, Parkinson’s disease and stroke: an umbrella review

description: Additional file 4. Application of GRADE algorithm to falls outcomes.
DOI: 10.6084/m9.figshare.13294849.v1
title: Additional file 1 of Investigation of bovine ephemeral fever virus transmission by putative dipteran vectors under experimental conditions

description: Additional file 1: Animal temperatures and clinical scoring notes.
DOI: 10.6084/m9.figshare.13294849
title: Additional file 1 of Investigation of bovine ephemeral fever virus transmission by putative dipteran vectors under experimental conditions

description: Additional file 1: Animal temperatures and clinical scoring notes.
DOI: 10.6084/m9.figshare.13294852
title: Additional file 2 of Investigation of bovine ephemeral fever virus transmission by putative dipteran vectors under experimental conditions

description: Additional file 2: RT-qPCR and titration results for Culicoides sonorensis orallyfed BEFV and intrathoracically inoculated with BEFV.
DOI: 10.6084/m9.figshare.16703209
title: Additional file 1 of The effect of choline-stabilized orthosilicic acid in patients with peri-implantitis: an exploratory randomized, double-blind, placebo controlled study

description: Additional file 1. Dataset Teughels et al. Peri-implantitis study.
DOI: 10.6084/m9.figshare.13294852.v1
title: Additional file 2 of Investigation of bovine ephemeral fever virus transmission by putative dipteran vectors under experimental conditions

description: Additional file 2: RT-qPCR and titration results for Culicoides sonorensis orallyfed BEFV and intrathoracically inoculated with BEFV.
DOI: 10.6084/m9.figshare.16703209.v1
title: Additional file 1 of The effect of choline-stabilized orthosilicic acid in patients with peri-implantitis: an exploratory randomized, double-blind, placebo controlled study

description: Additional file 1. Dataset Teughels et al. Peri-implantitis study.
DOI: 10.6084/m9.figshare.16703215
title: Additional file 2 of ONTbarcoder and MinION barcodes aid biodiversity discovery and identification by everyone, for everyone

description: Additional file 2. Sample demultiplexing file.
DOI: 10.6084/m9.figshare.16703215.v1
title: Additional file 2 of ONTbarcoder and MinION barcodes aid biodiversity discovery and identification by everyone, for everyone

description: Additional file 2. Sample demultiplexing file.
DOI: 10.6084/m9.figshare.16703212.v1
title: Additional file 1 of ONTbarcoder and MinION barcodes aid biodiversity discovery and identification by everyone, for everyone

description: Additional file 1. Tag sets developed for MinION barcoding.
DOI: 10.6084/m9.figshare.16703212
title: Additional file 1 of ONTbarcoder and MinION barcodes aid biodiversity discovery and identification by everyone, for everyone

description: Additional file 1. Tag sets developed for MinION barcoding.
DOI: 10.6084/m9.figshare.16703239
title: Additional file 2 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 2. Phylogenetic matrix for alligator lizards. Morphological phylogenetic matrix formatted for Bayesian analysis in MrBayes.
DOI: 10.6084/m9.figshare.16703239.v1
title: Additional file 2 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 2. Phylogenetic matrix for alligator lizards. Morphological phylogenetic matrix formatted for Bayesian analysis in MrBayes.
DOI: 10.6084/m9.figshare.16703245
title: Additional file 3 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 3. Phylogenetic matrix for alligator lizards. Morphological phylogenetic matrix formatted for parsimony analysis in PAUP*.
DOI: 10.6084/m9.figshare.16703245.v1
title: Additional file 3 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 3. Phylogenetic matrix for alligator lizards. Morphological phylogenetic matrix formatted for parsimony analysis in PAUP*.
DOI: 10.6084/m9.figshare.16703254
title: Additional file 4 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 4. Binning commands. Commands for binning continuous character ratios.
DOI: 10.6084/m9.figshare.16703254.v1
title: Additional file 4 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 4. Binning commands. Commands for binning continuous character ratios.
DOI: 10.6084/m9.figshare.16703257
title: Additional file 5 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 5. Table S1. Continuous character measurements. Measurements (in mm) for continuous characters and relevant ratios for each character. If importing for analysis delete or skip the first row.
DOI: 10.6084/m9.figshare.16703260
title: Additional file 6 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 6. Table S2. Metrics from parsimony analyses.
DOI: 10.6084/m9.figshare.16703257.v1
title: Additional file 5 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 5. Table S1. Continuous character measurements. Measurements (in mm) for continuous characters and relevant ratios for each character. If importing for analysis delete or skip the first row.
DOI: 10.6084/m9.figshare.16703260.v1
title: Additional file 6 of A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae

description: Additional file 6. Table S2. Metrics from parsimony analyses.
DOI: 10.5281/zenodo.4781825
title: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions"

description: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions" submitted to NeurIPS 2021.
DOI: 10.5281/zenodo.4781824
title: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions"

description: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions" submitted to NeurIPS 2021.
DOI: 10.5281/zenodo.5540348
title: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions"

description: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions".
DOI: 10.5281/zenodo.5540347
title: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions"

description: Data used in real world-inspired experiments for submission titled "Causal Contextual Bandits with Targeted Interventions".
DOI: 10.5281/zenodo.5540256
title: brightness temperature data of Balmer-Kapteyn Region

description: The zip file includes the raw Brightness temperature (TB) data, and the processed TB, normalized TB (nTB), TB difference (dTB) of Balmer-Kapteyn Region.
DOI: 10.5281/zenodo.5540255
title: brightness temperature data of Balmer-Kapteyn Region

description: The zip file includes the raw Brightness temperature (TB) data, and the processed TB, normalized TB (nTB), TB difference (dTB) of Balmer-Kapteyn Region.
DOI: 10.6084/m9.figshare.16704145
title: Suppelemtary Data.xlsx

description: In this study, continuous flooded as in Control and AWD irrigation water management were proposed. The experiment was conducted at the Department of Agriculture Kelantan Research and Developmental Platform Padang Raja Kelantan, Malaysia and was grown under main and off season relatively. The agronomic performance subjected to plant height and number of tiller were evaluated to determine the significant effect towards the proposed water management and growing season.
DOI: 10.15151/esrf-es-514140795
title: Structural investigation of membrane and water soluble proteins

description: The portfolio of this BAG includes structural investigation of membrane proteins as well as soluble proteins relevant to various scientific fields. These range from basic science to application-related projects with impact on biotechnology (optogenetics, biocatalysts) and medicine (understanding and combating bacterial and viral pathogens).
DOI: 10.15468/eafxxg
title: Synopsis of the Brazilian genus Symphyllophyton (Gentianaceae) with four new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Guimarães, Elsie Franklin, Alves, Ruy José Válka, Santos, Eduardo Ribeiro Dos, Silva, Nílber Gonçalves Da (2021): Synopsis of the Brazilian genus Symphyllophyton (Gentianaceae) with four new species. Phytotaxa 521 (3): 159-176, DOI: 10.11646/phytotaxa.521.3.2, URL: http://dx.doi.org/10.11646/phytotaxa.521.3.2
DOI: 10.5281/zenodo.5525794
title: Binary Classification as a Phase Separation Process (data repository)

description: <strong>For version 0.0.2 (from 2021) see below:</strong> This is a data repository for the paper "Binary classification as a phase separation process", by Rafael Monteiro. Website with description of this project: https://rafael-a-monteiro-math.github.io/Binary_classification_phase_separation/index.html Github: https://github.com/rafael-a-monteiro-math/Binary_classification_phase_separation This is a second version, which I wrote using tensorflow. It is much smaller (5 Gb when decompressed), a remarkable improvement when compared to the more than 100 Gb of the previous version). The new files are PSBC_BCs.tar.gz PSBC_classifier_PCA.tar.gz PSBC_dataset.tar.gz PSBC_libs_grids_statistics.tar.gz PSBC_notebooks.tar.gz Their content is explained in the file README_v2.pdf <strong>UPDATE: a Google Colab folder is also available. You can also find all the data and libraries there, unpacked.</strong> For usage, see the Git-hub. <strong>NOTE)</strong> I will keep the content for the previous version available in my Github as well. It is still a "nice exercise" to do all that is done in this new version in numpy, as done there. <strong><em>(Or, I should say, they should be studied as a cautionary tale of what to avoid.)</em></strong> <strong>For version 0.0.1 (from 2020) see below:</strong> This is a data repository for the paper "Binary classification as a phase separation process", by Rafael Monteiro. Website with description of this project: https://rafael-a-monteiro-math.github.io/Binary_classification_phase_separation/index.html Github: https://github.com/rafael-a-monteiro-math/Binary_classification_phase_separation Therein you will find Examples 1D toy model examples Computational statistics Several trained PSBC on MNIST dataset, with different parameter configurations Extra simulations, investigating normalization properties, low dimensional models that fail due to "too much" model compression, and comparison among ANNs, KNNs, and the PSBC in 1D If you want to know how to read the data how to access computational statistics, raw data, and examples how to use the data stored in this data repository see the guide README.pdf on GitHub page at Binary_Classification_Phase_Separation, where a script that downloads (and organizes) all this data is also available ("download_PSBC.sh). I did not include a copy of the train-test set (0-1dubset of the MNIST database) in every folder with simulations. But you can find a copy of the normalized dataset in the tar ball "PSBC_Examples.tar.gz" as data_test_normalized_MNIST.csv and data_train_normalized_MNIST.csv.
DOI: 10.5281/zenodo.4005130
title: Binary Classification as a Phase Separation Process (data repository)

description: <strong>For version 0.0.2 (from 2021) see below:</strong> This is a data repository for the paper "Binary classification as a phase separation process", by Rafael Monteiro. Website with description of this project: https://rafael-a-monteiro-math.github.io/Binary_classification_phase_separation/index.html Github: https://github.com/rafael-a-monteiro-math/Binary_classification_phase_separation This is a second version, which I wrote using tensorflow. It is much smaller (5 Gb when decompressed), a remarkable improvement when compared to the more than 100 Gb of the previous version). The new files are PSBC_BCs.tar.gz PSBC_classifier_PCA.tar.gz PSBC_dataset.tar.gz PSBC_libs_grids_statistics.tar.gz PSBC_notebooks.tar.gz Their content is explained in the file README_v2.pdf <strong>UPDATE: a Google Colab folder is also available. You can also find all the data and libraries there, unpacked.</strong> For usage, see the Git-hub. <strong>NOTE)</strong> I will keep the content for the previous version available in my Github as well. It is still a "nice exercise" to do all that is done in this new version in numpy, as done there. <strong><em>(Or, I should say, they should be studied as a cautionary tale of what to avoid.)</em></strong> <strong>For version 0.0.1 (from 2020) see below:</strong> This is a data repository for the paper "Binary classification as a phase separation process", by Rafael Monteiro. Website with description of this project: https://rafael-a-monteiro-math.github.io/Binary_classification_phase_separation/index.html Github: https://github.com/rafael-a-monteiro-math/Binary_classification_phase_separation Therein you will find Examples 1D toy model examples Computational statistics Several trained PSBC on MNIST dataset, with different parameter configurations Extra simulations, investigating normalization properties, low dimensional models that fail due to "too much" model compression, and comparison among ANNs, KNNs, and the PSBC in 1D If you want to know how to read the data how to access computational statistics, raw data, and examples how to use the data stored in this data repository see the guide README.pdf on GitHub page at Binary_Classification_Phase_Separation, where a script that downloads (and organizes) all this data is also available ("download_PSBC.sh). I did not include a copy of the train-test set (0-1dubset of the MNIST database) in every folder with simulations. But you can find a copy of the normalized dataset in the tar ball "PSBC_Examples.tar.gz" as data_test_normalized_MNIST.csv and data_train_normalized_MNIST.csv.
DOI: 10.6084/m9.figshare.16704789
title: Character-Taxon Matrix Nexus File from A second peirosaurid crocodyliform from the Mid-Cretaceous Kem Kem Group of Morocco and the diversity of Gondwanan notosuchians outside South America

description: Notosuchians are an extinct clade of terrestrial crocodyliforms with a particularly rich record in the late Early to Late Cretaceous (approx. 130–66 Ma) of Gondwana. Although much of this diversity comes from South America, Africa and Indo-Madagascar have also yielded numerous notosuchian remains. Three notosuchian species are currently recognized from the early Late Cretaceous (approx. 100 Ma) Kem Kem Group of Morocco, including the peirosaurid <i>Hamadasuchus rebouli</i>. Here, we describe two new specimens that demonstrate the presence of at least a fourth notosuchian species in this fauna. <i>Antaeusuchus taouzensis</i> n. gen. n. sp. is incorporated into one of the largest notosuchian-focused character-taxon matrices yet to be compiled, comprising 443 characters scored for 63 notosuchian species, with an increased sampling of African and peirosaurid species. Parsimony analyses run under equal and extended implied weighting consistently recover <i>Antaeusuchus</i> as a peirosaurid notosuchian, supported by the presence of two distinct waves on the dorsal dentary surface, a surangular which laterally overlaps the dentary above the mandibular fenestra, and a relatively broad mandibular symphysis. Within Peirosauridae, <i>Antaeusuchus</i> is recovered as the sister taxon of <i>Hamadasuchus</i>. However, it differs from <i>Hamadasuchus</i> with respect to several features, including the ornamentation of the lateral surface of the mandible, the angle of divergence of the mandibular rami, the texture of tooth enamel and the shape of the teeth, supporting their generic distinction. We present a critical reappraisal of the non-South American Gondwanan notosuchian record, which spans the Middle Jurassic–Late Eocene. This review, as well as our phylogenetic analyses, indicate the existence of at least three approximately contemporaneous peirosaurid lineages within the Kem Kem Group, alongside other notosuchians, and support the peirosaurid affinities of the ‘trematochampsid’ <i>Miadanasuchus oblita</i> from the Maastrichtian of Madagascar. Furthermore, the Cretaceous record demonstrates the presence of multiple lineages of approximately contemporaneous notosuchians in several African and Madagascan faunas, and supports previous suggestions regarding an undocumented pre-Aptian radiation of Notosuchia. By contrast, the post-Cretaceous record is depauperate, comprising rare occurrences of sebecosuchians in north Africa prior to their extirpation.
DOI: 10.6084/m9.figshare.16704786
title: Character-Taxon Matrix TNT File from A second peirosaurid crocodyliform from the Mid-Cretaceous Kem Kem Group of Morocco and the diversity of Gondwanan notosuchians outside South America

description: Notosuchians are an extinct clade of terrestrial crocodyliforms with a particularly rich record in the late Early to Late Cretaceous (approx. 130–66 Ma) of Gondwana. Although much of this diversity comes from South America, Africa and Indo-Madagascar have also yielded numerous notosuchian remains. Three notosuchian species are currently recognized from the early Late Cretaceous (approx. 100 Ma) Kem Kem Group of Morocco, including the peirosaurid <i>Hamadasuchus rebouli</i>. Here, we describe two new specimens that demonstrate the presence of at least a fourth notosuchian species in this fauna. <i>Antaeusuchus taouzensis</i> n. gen. n. sp. is incorporated into one of the largest notosuchian-focused character-taxon matrices yet to be compiled, comprising 443 characters scored for 63 notosuchian species, with an increased sampling of African and peirosaurid species. Parsimony analyses run under equal and extended implied weighting consistently recover <i>Antaeusuchus</i> as a peirosaurid notosuchian, supported by the presence of two distinct waves on the dorsal dentary surface, a surangular which laterally overlaps the dentary above the mandibular fenestra, and a relatively broad mandibular symphysis. Within Peirosauridae, <i>Antaeusuchus</i> is recovered as the sister taxon of <i>Hamadasuchus</i>. However, it differs from <i>Hamadasuchus</i> with respect to several features, including the ornamentation of the lateral surface of the mandible, the angle of divergence of the mandibular rami, the texture of tooth enamel and the shape of the teeth, supporting their generic distinction. We present a critical reappraisal of the non-South American Gondwanan notosuchian record, which spans the Middle Jurassic–Late Eocene. This review, as well as our phylogenetic analyses, indicate the existence of at least three approximately contemporaneous peirosaurid lineages within the Kem Kem Group, alongside other notosuchians, and support the peirosaurid affinities of the ‘trematochampsid’ <i>Miadanasuchus oblita</i> from the Maastrichtian of Madagascar. Furthermore, the Cretaceous record demonstrates the presence of multiple lineages of approximately contemporaneous notosuchians in several African and Madagascan faunas, and supports previous suggestions regarding an undocumented pre-Aptian radiation of Notosuchia. By contrast, the post-Cretaceous record is depauperate, comprising rare occurrences of sebecosuchians in north Africa prior to their extirpation.
DOI: 10.6084/m9.figshare.16704786.v1
title: Character-Taxon Matrix TNT File from A second peirosaurid crocodyliform from the Mid-Cretaceous Kem Kem Group of Morocco and the diversity of Gondwanan notosuchians outside South America

description: Notosuchians are an extinct clade of terrestrial crocodyliforms with a particularly rich record in the late Early to Late Cretaceous (approx. 130–66 Ma) of Gondwana. Although much of this diversity comes from South America, Africa and Indo-Madagascar have also yielded numerous notosuchian remains. Three notosuchian species are currently recognized from the early Late Cretaceous (approx. 100 Ma) Kem Kem Group of Morocco, including the peirosaurid <i>Hamadasuchus rebouli</i>. Here, we describe two new specimens that demonstrate the presence of at least a fourth notosuchian species in this fauna. <i>Antaeusuchus taouzensis</i> n. gen. n. sp. is incorporated into one of the largest notosuchian-focused character-taxon matrices yet to be compiled, comprising 443 characters scored for 63 notosuchian species, with an increased sampling of African and peirosaurid species. Parsimony analyses run under equal and extended implied weighting consistently recover <i>Antaeusuchus</i> as a peirosaurid notosuchian, supported by the presence of two distinct waves on the dorsal dentary surface, a surangular which laterally overlaps the dentary above the mandibular fenestra, and a relatively broad mandibular symphysis. Within Peirosauridae, <i>Antaeusuchus</i> is recovered as the sister taxon of <i>Hamadasuchus</i>. However, it differs from <i>Hamadasuchus</i> with respect to several features, including the ornamentation of the lateral surface of the mandible, the angle of divergence of the mandibular rami, the texture of tooth enamel and the shape of the teeth, supporting their generic distinction. We present a critical reappraisal of the non-South American Gondwanan notosuchian record, which spans the Middle Jurassic–Late Eocene. This review, as well as our phylogenetic analyses, indicate the existence of at least three approximately contemporaneous peirosaurid lineages within the Kem Kem Group, alongside other notosuchians, and support the peirosaurid affinities of the ‘trematochampsid’ <i>Miadanasuchus oblita</i> from the Maastrichtian of Madagascar. Furthermore, the Cretaceous record demonstrates the presence of multiple lineages of approximately contemporaneous notosuchians in several African and Madagascan faunas, and supports previous suggestions regarding an undocumented pre-Aptian radiation of Notosuchia. By contrast, the post-Cretaceous record is depauperate, comprising rare occurrences of sebecosuchians in north Africa prior to their extirpation.
DOI: 10.15468/qwkrm7
title: Aloe uigensis (Asphodelaceae subfam. Alooideae), a new species from northwestern Angola

description: This dataset contains the digitized treatments in Plazi based on the original journal article Smith, Gideon F., Lautenschläger, Thea (2021): Aloe uigensis (Asphodelaceae subfam. Alooideae), a new species from northwestern Angola. Phytotaxa 521 (3): 227-231, DOI: 10.11646/phytotaxa.521.3.8, URL: http://dx.doi.org/10.11646/phytotaxa.521.3.8