cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Additional file 2: Table S2. of Food insecurity and food consumption by season in households with children in an Arctic city: a cross-sectional study
Creators: name: Huet, Catherine
name: Ford, James
name: Edge, Victoria
name: Shirley, Jamal
name: King, Nia
name: Sherilee Harper
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Science Policy
subject: Computational Biology

description: Summary of Food Security Response: May. Prevalence of affirmative answers to food security questions, May 2013, Iqaluit, Canada. (DOCX 130 kb)
Erosida delia Thomson 1861
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Erosida
Erosida delia

description: Erosida delia Thomson, 1861
Distribution. COLOMBIA, VENEZUELA, BOLIVIA (Santa Cruz), and BRAZIL (Bahia).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
RARITY OF DEVELOPMENTS AND MARKETABILITY OF GATED ESTATES IN IBADAN URBAN FRINGES
Creators: name: Adewoyin,, Ismail Bimpe Ph.D
name: Falegan,, Abayomi Vincent Ph.D
name: Audu, Hakim, Ademola Ph.D.
Publisher: name: top journals
Year: 2025
Subjects: Gates Estates, Marketability, Peripheral Urbanization, Rarity of Developments

description: This study investigates the rarity of developments and the marketability of gated estates in the urban fringes of Ibadan, employing a mixed-methods approach. Utilizing a purposive sampling strategy, data were collected from 150 gated estate schemes across five of the six local government areas in outer Ibadan. Through exclusion and inclusion criteria, the study focused on 68 registered estate developers. Findings reveal that the Ido Local Government Area has the highest concentration of gated estates at 37.3%, while Oluyole has the lowest at 7.5%, correlating with its significant government land acquisitions. The distance of these schemes from the inner city plays a crucial role in their marketability, with 80.6% of respondents indicating that the majority of estates are situated 31 to 45 kilometers from the inner city, whereas only 3% are located within 15 kilometers. Satisfaction levels regarding physical development among respondents indicate moderate contentment, with 59.7% expressing moderate satisfaction, while 19.4% are very satisfied, and a mere 1.5% are extremely satisfied. In contrast, 16.4% reported slight satisfaction and 3% were not satisfied at all. These findings imply that while there is potential for growth in the gated estate market, developers must address the significant gaps in physical development and accessibility to enhance attractiveness. The study concludes that targeted urban planning strategies and improved infrastructural development are essential to boost marketability and overall satisfaction with gated estates in Ibadan's urban fringes, particularly in underdeveloped areas such as Oluyole. This research provides critical insights for stakeholders in real estate development, urban planning, and policy formulation aimed at fostering sustainable urban growth
MOESM9 of
                     Helicobacter suis induces changes in gastric inflammation and acid secretion markers in pigs of different ages
Creators: name: C. De Witte
name: B. Devriendt
name: B. Flahou
name: I. Bosschem
name: R. Ducatelle
name: A. Smet
name: F. Haesebrouck
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Additional file 9. Correlations of altered markers for gastric acid secretion with the number of H. suis bacteria and with the altered markers for inflammation in H. suis -infected pigs of different age groups. r = Pearson correlation coefficient, calculated using SPSS Statistics 24®. A r-value close to 1 indicates a strong, positive correlation, whereas a r-value of −1 indicates a strong, negative correlation. P-values lower than 0.05 are considered to be significant./= no clear correlation, yes = correlation with H. suis colonization rate (see Additional files 6, 8 for the r and p-values).
Uplifting FAIR and CARE across Earth and Environmental Science (E&ES) Data. A Discussion Paper to inform the Data Targeted Discussion of the National Digital Research Infrastructure Strategy
Creators: name: Wong, Megan. R.
name: Wyborn, Lesley
name: Holewa, Hamish
Publisher: name: Zenodo
Year: 2024
Subjects: fair data
care principles
foundational interoperability
research data
open data
data policy
Earth Sciences
Environmental Sciences

description: Outcome 3 of Australia’s 2024 National Digital Research Infrastructure (NDRI) Strategy aims for consistent standards for data collection, curation, and access by 2030 through a cross-sector data management framework that supports adopting the FAIR and CARE principles. This discussion paper was prepared by the Australian Research Data Commons’ (ARDC) Planet Research Data Commons to identify core challenges and recommendations for the Earth and Environmental Sciences (E&ES) in delivering Outcome 3.

The scope of this discussion paper focuses on how the machine-actionability of data - aligned with the FAIR Guiding Principles for Scientific Data Management and Stewardship Principles - may be uplifted across Environmental & Earth Sciences (E&ES) National Research Infrastructures (NRIs), institutes and National Collaborative Research Infrastructure Strategy (NCRIS) Facilities. In the context of the CARE Principles for Indigenous Data Governance, the paper's focus is on those elements of implementing the CARE Principles that can be supported by improvements in FAIR data capability, specifically by improving machine-actionability of data and metadata across E&ES research.
Additional file 1: of Reducing the rate and duration of Re-ADMISsions among patients with unipolar disorder and bipolar disorder using smartphone-based monitoring and treatment â   the RADMIS trials: study protocol for two randomized controlled trials
Creators: name: Faurholt-Jepsen, Maria
name: Frost, Mads
name: Martiny, Klaus
name: Tuxen, Nanna
name: Rosenberg, Nicole
name: Busk, Jonas
name: Winther, Ole
name: Bardram, Jakob
name: Kessing, Lars
Publisher: name: Figshare
Year: 2017
Subjects: subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: SPIRIT checklist for the RADMIS trial. (DOC 115Â kb)
Erosida gratiosa
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Erosida
Erosida gratiosa

description: Erosida gratiosa (Blanchard, 1847)
Distribution. BRAZIL (Bahia, Minas Gerais, Espírito Santo, Rio de Janeiro, S„o Paulo, Paraná, Santa Catarina, and Rio Grande do Sul), BOLIVIA (Santa Cruz), PARAGUAY, ARGENTINA (Tucumán, Misiones, Corrientes, Entre Ríos, and Buenos Aires), and URUGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
MOESM9 of
                     Helicobacter suis induces changes in gastric inflammation and acid secretion markers in pigs of different ages
Creators: name: C. De Witte
name: B. Devriendt
name: B. Flahou
name: I. Bosschem
name: R. Ducatelle
name: A. Smet
name: F. Haesebrouck
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Additional file 9. Correlations of altered markers for gastric acid secretion with the number of H. suis bacteria and with the altered markers for inflammation in H. suis -infected pigs of different age groups. r = Pearson correlation coefficient, calculated using SPSS Statistics 24®. A r-value close to 1 indicates a strong, positive correlation, whereas a r-value of −1 indicates a strong, negative correlation. P-values lower than 0.05 are considered to be significant./= no clear correlation, yes = correlation with H. suis colonization rate (see Additional files 6, 8 for the r and p-values).
Additional file 1: Tables S1. of Replicable in vivo physiological and behavioral phenotypes of the Shank3B null mutant mouse model of autism
Creators: name: Dhamne, Sameer
name: Silverman, Jill
name: Super, Chloe
name: Lammers, Stephen
name: Hameed, Mustafa
name: Modi, Meera
name: Nycole Copping
name: Pride, Michael
name: Smith, Daniel
name: Rotenberg, Alexander
name: Crawley, Jacqueline
name: Sahin, Mustafa
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Evolutionary Biology
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Sequence of longitudinal behavioral testing across developmental ages. Order of testing was conducted identically in two independently bred and tested cohorts of WT and Shank3B null mutant mice. Table S2. Juvenile reciprocal social interactions were normal in Shank3B mice. Table S3. Anxiety-related behaviors in Shank3B and WT mice. Table S4. Reduced open field activity in Shank3B mice. Table S5. Normal novel object recognition in Shank3B mice. Table S6. Acoustic startle and prepulse inhibition in Shank3B mice. Table S7. High levels of repetitive self-grooming in Shank3B mice. Figure S1. Three-chambered social approach in Shank3B mice. Table S8. Three-chambered social approach in Shank3B mice. Table S9. Olfactory habituation/dishabituation and hot plate nociception sensory phenotypes. Table S10. Adult male-female reciprocal social interactions. Table S11. Contextual and cued fear conditioning. Table S12. Morris water maze acquisition and probe trial. (PDF 895Â kb)
Desafíos del modelo de empleo público tras la crisis sanitaria
Creators: name: Moreu Carbonell, Elisa
Publisher: name: Zenodo
Year: 2024

description: La crisis sanitaria del Covid-19 ha dejado el empleo público en una situación muy delicada. Cuatro años después de la pandemia, el objetivo de mi estudio es hacer un diagnóstico de la situación y proponer las mejores soluciones para gestionar recursos humanos ante situaciones de excepción. Cuando irrumpe un entorno excepcional en el que hay que adoptar medidas ágiles y eficaces, es necesario que las Administraciones públicas sepan qué se puede hacer para poder seguir funcionando con un impacto mínimo en los servicios públicos y en la atención a la ciudadanía.
Erosida lineola
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Erosida
Erosida lineola

description: Erosida lineola (Fabricius, 1781)
Distribution. Brazil (Rio Grande do Norte, Bahia, Goiás, Minas Gerais, Espírito Santo, Mato Grosso do Sul, Rio de Janeiro, S„o Paulo, and Rio Grande do Sul), PARAGUAY, and URUGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 1: Table S1. of Risk factors of suicide attempt among people with suicidal ideation in South Korea: a cross-sectional study
Creators: name: Choi, Soo
name: Wanhyung Lee
name: Jin-Ha Yoon
name: Jong-Uk Won
name: Kim, Deok
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Science Policy

description: Correlation coefficients between suicide attempts and the selected variables by logistic regression analysis using Spearmanâ  s rank correlation analysis in men. Table S2. Correlation coefficients between suicide attempts and the selected variables by logistic regression analysis using Spearmanâ  s rank correlation analysis in women. (DOC 39Â kb)
Germany's bilateral labour agreements and potentials analyses for international nurse recruitment by 2022
Creators: name: Hanrieder, Tine
Publisher: name: Zenodo
Year: 2023
Subjects: migration
bilateral labour agreement,
healthcare
nurse migration

description: This is data retrieved for the project "Producing ethical recruitment: Germany shopping for international health workers" funded by LSE STICERD. see  https://sticerd.lse.ac.uk/textonly/_STICERD/grants/files/reports/THanrieder-ProducingEthnicalRecruitment.pdf
It contains all bilateral agreements and potentials analyses we retrieved through freedom of information requests from the Federal Labour Agency (Bundesagentur f. Arbeit) and the Ministry of Health.
a further 2015 agreement with Vietnam is available here: https://vietnam.diplo.de/blob/1240466/e9df543dbee4beb2555602cfac7a5213/150703-absichtserklaerung-altenpflege-d-data.pdf
Pantomallus morosus
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Pantomallus
Pantomallus morosus

description: Pantomallus morosus (Audinet-Serville, 1834)
Distribution. ARGENTINA (Misiones), BRAZIL (Bahia, Espírito Santo, Goiás, Minas Gerais, Paraíba, Paraná, Piauí, Rio de Janeiro, Rio Grande do Sul, Santa Catarina, S„o Paulo, and Sergipe), PARAGUAY, and URUGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 1: of Reducing the rate and duration of Re-ADMISsions among patients with unipolar disorder and bipolar disorder using smartphone-based monitoring and treatment â   the RADMIS trials: study protocol for two randomized controlled trials
Creators: name: Faurholt-Jepsen, Maria
name: Frost, Mads
name: Martiny, Klaus
name: Tuxen, Nanna
name: Rosenberg, Nicole
name: Busk, Jonas
name: Winther, Ole
name: Bardram, Jakob
name: Kessing, Lars
Publisher: name: Figshare
Year: 2017
Subjects: Science Policy
Mental Health

description: SPIRIT checklist for the RADMIS trial. (DOC 115Â kb)
Pantomallus pallidus Aurivillius 1923
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Pantomallus
Pantomallus pallidus

description: Pantomallus pallidus Aurivillius, 1923
Distribution. BRAZIL (Bahia, Minas Gerais, Espírito Santo, Rio de Janeiro, S„o Paulo, Paraná, and Santa Catarina) and PARAGUAY.
Material examined. 1 specimen, BRAZIL: “ BAHIA: Aracatu, Fazenda Lagoa do Tamburi, BA 263, km 400, sentido Vitória da Conquista /Brumado, Malaise trap, Caatinga arbórea, 10.x.2017 – 8.i.2018, Ferreira, A.S. leg.” (MZFS).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 1: Tables S1. of Replicable in vivo physiological and behavioral phenotypes of the Shank3B null mutant mouse model of autism
Creators: name: Dhamne, Sameer
name: Silverman, Jill
name: Super, Chloe
name: Lammers, Stephen
name: Hameed, Mustafa
name: Modi, Meera
name: Nycole Copping
name: Pride, Michael
name: Smith, Daniel
name: Rotenberg, Alexander
name: Crawley, Jacqueline
name: Sahin, Mustafa
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Evolutionary Biology
subject: Mental Health

description: Sequence of longitudinal behavioral testing across developmental ages. Order of testing was conducted identically in two independently bred and tested cohorts of WT and Shank3B null mutant mice. Table S2. Juvenile reciprocal social interactions were normal in Shank3B mice. Table S3. Anxiety-related behaviors in Shank3B and WT mice. Table S4. Reduced open field activity in Shank3B mice. Table S5. Normal novel object recognition in Shank3B mice. Table S6. Acoustic startle and prepulse inhibition in Shank3B mice. Table S7. High levels of repetitive self-grooming in Shank3B mice. Figure S1. Three-chambered social approach in Shank3B mice. Table S8. Three-chambered social approach in Shank3B mice. Table S9. Olfactory habituation/dishabituation and hot plate nociception sensory phenotypes. Table S10. Adult male-female reciprocal social interactions. Table S11. Contextual and cued fear conditioning. Table S12. Morris water maze acquisition and probe trial. (PDF 895Â kb)
MOESM1 of Heterologous expression of an α-amylase inhibitor from common bean (Phaseolus vulgaris) in Kluyveromyces lactis and Saccharomyces cerevisiae
Creators: name: Brain-Isasi, Stephanie
name: Álvarez-Lueje, Alejandro
name: Higgins, Thomas
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: Physiology
subject: Evolutionary Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: 60506 Virology
subject: Computational Biology

description: Additional file 1: Figure S1. Schematic representations of Pinto-αAI gene, synthetic gene and its nucleotide sequence. (A) Native αAI gene from cv. Pinto comprising signal peptide (SP), α- and β- subunits and the propeptide sequences; (B) the synthetic αAI-OPT gene, optimised for expression in yeast, including a Kozak consensus sequence and flanked by HindIII and Not Irestriction sites. (C) Nucleotide sequence of αAI-OPT gene.
title: Molecular characterization of paternal-defective fertilization mutants in Arabidopsis thaliana
Creators: name: Miao, Yingjing
Publisher: name: Universität Tübingen
Year: 2024
Subjects: subject: 570
subject: fertilization
subject: Arabidopsis
subject: forward genetic screen
subject: zygotic genome activation
subject: pollen

description: In double fertilization of flowering plants, sperm cells rely on a vegetative cell to germinate a pollen tube which delivers them to the ovary, where one of the sperm cells fuses with an egg cell to form an embryo, and the other fuses with a central cell to form the nourishing endosperm. The de novo zygotic gene expression starts at the late karyogamy stage, followed by clearance of gametic transcripts, thus completing a maternal-to-zygotic transition. While our knowledge of pollen tube guidance and gametic interactions has grown considerably, the molecular signaling events orchestrating the onset of the zygotic genome activation remain elusive, especially those transmitted from the paternal side that has been suggested to be critical in initiating zygotic program. Here, we developed a semi-high throughput mapping-by-sequencing method for paternal-defective mutations. It allows mapping multiple mutants simultaneously with a limited workload. With this method, we corroborated the function of the known paternal genes, CALS5, COBL10, and HAP2, in pollen development, pollen tube guidance, and gametes fusion, respectively. Besides, we revealed a novel paternal gene S-adenosyl-L-homocysteine hydrolase 2 (SAHH2) in pollen tube function. SAHH2 is expressed in the vegetative cell of pollen, and the loss-of-function mutants exhibited reduced male fertility with defective pollen tube elongation in the female transmitting tract, suggesting a role in preovular pollen tube guidance. In addition, the Origin of Replication Complex (ORC) gene ORC1b was selected and characterized using a reverse genetic study for paternal genes in fertilization. ORC1b is a sperm nuclear protein localized in the chromocenters. The depletion of ORC1b in the T-DNA insertion allele orc1b-1 and the knock-out allele orc1b-2 led to reduced male fertility coupled with polytubey, defective gametic nuclear fusion, arrested embryo, abnormal endosperm development and induction of aneuploidy progenies. These results suggest that ORC1 acts as a paternal factor that contributes to gametes fusion, embryo/endosperm development, and genome integrity maintenance. In summary, this thesis provides a novel mapping method and fluorescent marker lines for characterizing fertilization mutations. Assisted by these tools, several paternal contributed genes in fertilization have been studied and these results collectively further our understanding of the paternal contribution to fertilization in flowering plants.
Data-driven modelling and topological analysis of the striatal microcircuitry in health and Parkinson's disease
Creators: name: Carannante, Ilaria
name: Hjorth, Johannes
name: Kozlov, Alexander
name: Bekkouche, Bo
name: Scolamiero, Martina
name: Kumar, Arvind
name: Chachólski, Wojciech
name: Hellgren Kotaleski, Jeanette
Publisher: name: Zenodo
Year: 2024

description: Simulating large-scale networks of detailed neurons is an importantapproach when synthesising and interpreting different types ofexperimental data from the healthy and diseased brain.In silico approaches furthermore allow us to make quantitativepredictions of scenarios that are difficult to measure experimentallytoday. Here we focus on the striatum.We apply topological methods to study the organization of thehealthy and parkinsonian networks and to compare them.
Pantomallus sordidus
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Pantomallus
Pantomallus sordidus

description: Pantomallus sordidus (Burmeister, 1865)
Distribution. BRAZIL (Maranh„o, Piauí, Ceará, Bahia, Minas Gerais, Espírito Santo, S„o Paulo, Paraná, and Rio Grande do Sul), BOLIVIA (Santa Cruz and Tarija), PARAGUAY, ARGENTINA (Salta, Santiago del Estero, Tucumán, La Rioja, Córdoba, Santa Fé, Misiones, and Entre Ríos), and URUGUAY.
Material examined. 1 specimen, BRAZIL: “ BAHIA: Aracatu, Fazenda Lagoa do Tamburi, BA 263, km 400, sentido Vitória da Conquista /Brumado, Caatinga arbórea, 15–30.i.2016, Ferreira, A.S. leg.” (MZFS).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 1: Figure S1. of Polysaccharide compositions of collenchyma cell walls from celery (Apium graveolens L.) petioles
Creators: name: Chen, Da
name: Harris, Philip
name: Sims, Ian
name: Zujovic, Zoran
name: Melton, Laurence
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Medicine
subject: Cell Biology
subject: Physiology
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: Ecology
subject: Developmental Biology
subject: Plant Biology

description: Bright-field light micrographs (A, D, G) and VPSE micrographs (B, C, E, F, H, I) of transverse section of peripheral collenchyma strands midway along the upper, middle and lower segment of a fully expanded petiole (41 cm). Sections for bright-field light microscopy were stained with toluidine blue O (0.1%, w/v). A, B, C-upper segment; D, E, F-middle segment; G, H, I-lower segment. e, epidermis; c, collenchyma; p, parenchyma. Bars = 100 μm (A, D, G), 50 μm (B, E, H), 10 μm (C, F, I). A, D, G from the same collenchyma collenchyma strand; B, C, E were from another collenchyma strand from a different petiole; F, H, I- same collenchyma strand as B, C, E at higher magnification. Double headed arrows indicate the cell wall distance of thickened region between two adjacent collenchyma cells. (DOCX 1230 kb)
Disporella Gray 1848
Creators: name: Winston, Judith E.
name: Vieira, Leandro M.
Publisher: name: Zenodo
Year: 2013
Subjects: Biodiversity
Taxonomy
Animalia
Bryozoa
Stenolaemata
Cyclostomatida
Lichenoporidae
Disporella

description: Genus Disporella Gray, 1848
description: Published as part of Winston, Judith E. & Vieira, Leandro M., 2013, Systematics of interstitial encrusting bryozoans from southeastern Brazil, pp. 101-146 in Zootaxa 3710 (2) on page 104, DOI: 10.11646/zootaxa.3710.2.1, http://zenodo.org/record/248125
MOESM1 of Heterologous expression of an α-amylase inhibitor from common bean (Phaseolus vulgaris) in Kluyveromyces lactis and Saccharomyces cerevisiae
Creators: name: Brain-Isasi, Stephanie
name: Álvarez-Lueje, Alejandro
name: Higgins, Thomas
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: Physiology
subject: Evolutionary Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology
subject: Computational Biology

description: Additional file 1: Figure S1. Schematic representations of Pinto-αAI gene, synthetic gene and its nucleotide sequence. (A) Native αAI gene from cv. Pinto comprising signal peptide (SP), α- and β- subunits and the propeptide sequences; (B) the synthetic αAI-OPT gene, optimised for expression in yeast, including a Kozak consensus sequence and flanked by HindIII and Not Irestriction sites. (C) Nucleotide sequence of αAI-OPT gene.
Susuacanga octoguttata
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Susuacanga
Susuacanga octoguttata

description: Susuacanga octoguttata (Germar, 1821)
Distribution. COLOMBIA, VENEZUELA, BRAZIL (Amazonas, Pará, Maranh„o, Paraíba, Ceará, Acre, Bahia, Rondônia, Mato Grosso, Goiás, Minas Gerais, Espírito Santo, Mato Grosso do Sul, Rio de Janeiro, S„o Paulo, Paraná, Santa Catarina, and Rio Grande do Sul), PERU, BOLIVIA (Beni, Pando, and Santa Cruz), PARAGUAY, and ARGENTINA (Salta and Misiones).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Disporella calcitrapa Winston & Vieira, 2013, sp. nov.
Creators: name: Winston, Judith E.
name: Vieira, Leandro M.
Publisher: name: Zenodo
Year: 2013
Subjects: Biodiversity
Taxonomy
Animalia
Bryozoa
Stenolaemata
Cyclostomatida
Lichenoporidae
Disporella
Disporella calcitrapa

description: Disporella calcitrapa sp. nov.
(Figs 3, 25 B; Table 1)
Material examined. Holotype: MZUSP 703 (Fig. 3), measured specimen #3, BIOTA Stn 211. Paratypes: MZUSP 688, specimen #17, near BIOTA Stn 205, 15 m; MZUSP 689, #18 [7 colonies], near BIOTA Stn 205, 15 m; MZUSP 704, measured specimen #1, BIOTA Stn 211; VMNH 70000, measured specimen #2, BIOTA Stn 205; VMNH 70001, 1 colony, BIOTA Stn 211. Additional material: MZUSP 690, #19 [24 colonies], near BIOTA Stn 205, 15 m
Supplementary video. http://cifonauta.cebimar.usp.br/taxon/disporella-calcitrapa/ Etymology. From middle Latin, calcitrapa, caltrops, spiked weapons tossed on the ground to disable warhorses. Noun in apposition.
Diagnosis. Encrusting lichenoporid with a fan-shaped mature growth form. Distinguished from the one other interstitial species known by its different angle of branching, more densely pustulose surface and the presence of cancellae and minute spiked spinules inside zooids.
Description. Colony encrusts on interstitial sand or shell grains, sometimes curving over the edge of a grain. The settled larva metamorphoses into a primary zooid in the form of a bulb with a tubular opening. Additional tubular zooids follow, branching fanlike into several rows of zooids, the angle of branching about 90 degrees. The pustulose upper surface of the colony is reinforced by many irregular pointed tubercles. Zooid tube openings are oval to round with one to three projecting tubercles. Between zooid tubes are rounded cancellae of various sizes. Both cancellae and zooids have with internal mace-shaped calcified spinules, spiked balls of calcification raised on short pedestals. Polypides with about 8 translucent white tentacles. No colonies with gonozooids were found in our material.
Remarks. This species is similar in colony form to Disporella plumosa Winston & Håkansson, 1986 from the Florida interstitial bryozoan fauna. However, Disporella plumosa has smoother surface calcification, more fimbriate tube openings, and lacks the spikes of calcification found in the internal spaces of the Brazilian colonies. Ramalho et al. (2009) noted internal mace-shaped spinules in cancellae of Patinella tonica (Marcus, 1955) from Rio de Janeiro, but they are absent in zooid tubes as seen in Disporella calcitrapa sp. nov. (Fig. 3 D). Disporella pila Marcus, 1955 has somewhat similar mural spinules (Ramalho et al. 2009, fig. 9D), but its circular colony form and irregularly oriented central autozooid tubes are distinct.
Distribution. São Paulo state, Brazil.
description: Published as part of Winston, Judith E. & Vieira, Leandro M., 2013, Systematics of interstitial encrusting bryozoans from southeastern Brazil, pp. 101-146 in Zootaxa 3710 (2) on pages 104-105, DOI: 10.11646/zootaxa.3710.2.1, http://zenodo.org/record/248125
Additional file 2: of â  Doing the right thingâ  : factors influencing GP prescribing of antidepressants and prescribed doses
Creators: name: Johnson, Chris
name: Williams, Brian
name: MacGillivray, Stephen
name: Dougall, Nadine
name: Maxwell, Margaret
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Pharmacology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Developmental Biology
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Supplementary quotes. (DOCX 17Â kb)
Additional file 2: of Hemoglobin concentrations and RBC transfusion thresholds in patients with acute brain injury: an international survey
Creators: name: Badenes, Rafael
name: Oddo, Mauro
name: JosĂŠ Suarez
name: Antonelli, Massimo
name: Lipman, Jeffrey
name: Citerio, Giuseppe
name: Taccone, Fabio
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Cell Biology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Table S1. Transfusion policies among respondents. Table S2. Multivariable logistic regression analyses assessing associations between respondent characteristics and various transfusion policies for patients with acute brain injury (ABI). Figure S1. Regional distribution of respondents across continents. Figure S2. Median threshold of hemoglobin (Hb) recommended to initiate blood transfusion in patients with ABI in different geographic regions. Figure S3. Number of respondents reporting that different trigger factors (n) would influence their decision to initiate blood transfusion in patients with ABI. Figure S4. Relative proportions of noncerebral and cerebral trigger factors (%) used to initiate blood transfusion in patients with ABI, according to geographic region. Figure S5. Number of respondents (n) stating they would use a new threshold of hemoglobin (Hb) to initiate blood transfusion in patients with ABI in the presence of a trigger factor. Figure S6. Number of respondents (n) agreeing with the need for a randomized clinical trial (RCT) in patients with anemia from patients with ABI. (DOCX 884 kb)
Additional file 1: of The effect of combining manual therapy with exercise for mild chronic obstructive pulmonary disease: study protocol for a randomised controlled trial
Creators: name: Engel, Roger
name: Wearing, Jaxson
name: Gonski, Peter
name: Subramanyam Vemulpad
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Marine Biology
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: SPIRIT 2013 checklist. Recommended items to address in a clinical trial protocol and related documents. (PDF 168 kb)
Uncieburia nigricans
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Uncieburia
Uncieburia nigricans

description: Uncieburia nigricans (Gounelle, 1909)
Distribution. BRAZIL (Maranh„o, Piauí, Ceará, Paraíba, Alagoas, Bahia, Mato Grosso, Goiás, Minas Gerais, Mato Grosso do Sul, and S„o Paulo), BOLIVIA (Santa Cruz and Tarija), and PARAGUAY.
Material examined. 2 specimens, BRAZIL: “ BAHIA: Aracatu, Fazenda Lagoa do Tamburi, BA 263, km 400, sentido Vitória da Conquista /Brumado, Caatinga arbórea, trilha do umbuzeiro, Armadilha luminosa, 1.xii.2013, Ferreira, A.S. leg.” (MZFS); 1 specimen: “ Aracatu, Fazenda Lagoa do Tamburi, BA 263, km 400, sentido Vitória da Conquista / Brumado, Caatinga arbórea, trilha do umbuzeiro, Coleta ativa, 31.xii.2015, Ferreira,A.S. leg.” (MZFS); 1 specimen: “ Aracatu, Fazenda Lagoa do Tamburi, BA 263, km 400, sentido Vitória da Conquista / Brumado, Caatinga arbórea, trilha do umbuzeiro, Malaise trap, 10.x.2017 – i.2018, Ferreira, A.S. leg.” (MZFS).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Uncieburia quadrilineata
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Uncieburia
Uncieburia quadrilineata

description: Uncieburia quadrilineata (Burmeister, 1865)
Distribution. BRAZIL (Paraíba, Mato Grosso do Sul, and S„o Paulo), ARGENTINA (Salta, La Rioja, Santiago del Estero, Mendoza, Córdoba, Santa Fé, Entre Ríos, and Buenos Aires), PARAGUAY, and URUGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 33, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 2: of â  Doing the right thingâ  : factors influencing GP prescribing of antidepressants and prescribed doses
Creators: name: Johnson, Chris
name: Williams, Brian
name: MacGillivray, Stephen
name: Dougall, Nadine
name: Maxwell, Margaret
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Pharmacology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Developmental Biology
subject: Science Policy
subject: Mental Health

description: Supplementary quotes. (DOCX 17Â kb)
Uncieburia rogersi
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Uncieburia
Uncieburia rogersi

description: Uncieburia rogersi (Bates, 1870)
Distribution. Brazil (Roraima, Bahia, Minas Gerais, Espírito Santo, Rio de Janeiro, S„o Paulo, Paraná, and Rio Grande do Sul), Bolivia (Santa Cruz), PARAGUAY, and ARGENTINA (Misiones).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 33, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 2: of Developing a mathematical model for the evaluation of the potential impact of a partially efficacious vaccine on the transmission dynamics of Schistosoma mansoni in human communities
Creators: name: Stylianou, Andria
name: Hadjichrysanthou, Christoforos
name: Truscott, James
name: Anderson, Roy
Publisher: name: Figshare
Year: 2017
Subjects: subject: Molecular Biology
subject: Neuroscience
subject: Ecology
subject: FOS: Biological sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences

description: Analytical solutions of the host population dynamics. Analytical solutions of the parasite population dynamics. Derivation of equations of the transmission functions. Density dependence and mating probability functions. Derivation of the effective reproductive number, R e . Derivation of R e formula in terms of R 0 and R 0 v $$ {R}_0^v $$ . (DOCX 29Â kb)
Additional file 2: of Hemoglobin concentrations and RBC transfusion thresholds in patients with acute brain injury: an international survey
Creators: name: Badenes, Rafael
name: Oddo, Mauro
name: JosĂŠ Suarez
name: Antonelli, Massimo
name: Lipman, Jeffrey
name: Citerio, Giuseppe
name: Taccone, Fabio
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Cell Biology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences

description: Table S1. Transfusion policies among respondents. Table S2. Multivariable logistic regression analyses assessing associations between respondent characteristics and various transfusion policies for patients with acute brain injury (ABI). Figure S1. Regional distribution of respondents across continents. Figure S2. Median threshold of hemoglobin (Hb) recommended to initiate blood transfusion in patients with ABI in different geographic regions. Figure S3. Number of respondents reporting that different trigger factors (n) would influence their decision to initiate blood transfusion in patients with ABI. Figure S4. Relative proportions of noncerebral and cerebral trigger factors (%) used to initiate blood transfusion in patients with ABI, according to geographic region. Figure S5. Number of respondents (n) stating they would use a new threshold of hemoglobin (Hb) to initiate blood transfusion in patients with ABI in the presence of a trigger factor. Figure S6. Number of respondents (n) agreeing with the need for a randomized clinical trial (RCT) in patients with anemia from patients with ABI. (DOCX 884 kb)
Acanthonessa quadrispinosa
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Acanthonessa
Acanthonessa quadrispinosa

description: Acanthonessa quadrispinosa (Melzer, 1931)
Distribution. BRAZIL (Paraíba, Bahia, Minas Gerais, Espírito Santo, Rio de Janeiro, S„o Paulo, and Paraná) and PARAGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 33, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 1: Table S1. of Evolutionary origin of type IV classical cadherins in arthropods
Creators: name: Sasaki, Mizuki
name: Akiyama-Oda, Yasuko
name: Oda, Hiroki
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Evolutionary Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Plant Biology

description: Statistics and accessions of RNA-seq data from P. tepidariorum, L.exotica and C. multidentata. Table S2. Expression levels of selected transcripts from P. tepidariorum embryos, as indicated by RNA-seq. Table S3. Statistics and accessions of WGS data from P. tepidariorum, L.exotica and C. multidentata. (PDF 91Â kb)
Bomarion signatipenne Gounelle 1909
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Bomarion
Bomarion signatipenne

description: Bomarion signatipenne Gounelle, 1909
Distribution. BRAZIL (Pernambuco, Bahia, Minas Gerais, Espírito Santo, and Rio de Janeiro).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 33, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Additional file 1: of Making HIV testing work at the point of care in South Africa: a qualitative study of diagnostic practices
Creators: name: Engel, Nora
name: Davids, Malika
name: Blankvoort, Nadine
name: Keertan Dheda
name: Nitika Pant Pai
name: Madhukar Pai
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: add information_interview guide: Interview guides for provider and patient interviews. (DOC 74Â kb)
Ectenessa argodi Belon 1902
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Ectenessa
Ectenessa argodi

description: Ectenessa argodi Belon, 1902
Distribution. BRAZIL (Bahia, Mato Grosso, Goiás, Minas Gerais, Mato Grosso do Sul, and S„o Paulo).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 33, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
The Dark Side of Dataset Scaling: Evaluating Racial Classification in Multimodal Models
Creators: name: Birhane, Abeba
name: Dehdashtian, Sepehr
name: Prabhu, Vinay Uday
name: Boddeti, Vishnu
Publisher: name: arXiv
Year: 2024
Subjects: subject: Computers and Society (cs.CY)
subject: FOS: Computer and information sciences

description: Scale the model, scale the data, scale the GPU farms is the reigning sentiment in the world of generative AI today. While model scaling has been extensively studied, data scaling and its downstream impacts on model performance remain under-explored. This is particularly important in the context of multimodal datasets whose main source is the World Wide Web, condensed and packaged as the Common Crawl dump, which is known to exhibit numerous drawbacks. In this paper, we evaluate the downstream impact of dataset scaling on 14 visio-linguistic models (VLMs) trained on the LAION400-M and LAION-2B datasets by measuring racial and gender bias using the Chicago Face Dataset (CFD) as the probe. Our results show that as the training data increased, the probability of a pre-trained CLIP model misclassifying human images as offensive non-human classes such as chimpanzee, gorilla, and orangutan decreased, but misclassifying the same images as human offensive classes such as criminal increased. Furthermore, of the 14 Vision Transformer-based VLMs we evaluated, the probability of predicting an image of a Black man and a Latino man as criminal increases by 65% and 69%, respectively, when the dataset is scaled from 400M to 2B samples for the larger ViT-L models. Conversely, for the smaller base ViT-B models, the probability of predicting an image of a Black man and a Latino man as criminal decreases by 20% and 47%, respectively, when the dataset is scaled from 400M to 2B samples. We ground the model audit results in a qualitative and historical analysis, reflect on our findings and their implications for dataset curation practice, and close with a summary of mitigation mechanisms and ways forward. Content warning: This article contains racially dehumanising and offensive descriptions.
description: To appear in the proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT 24), June 3 to 6, 2024, Rio de Janeiro, Brazil. arXiv admin note: text overlap with arXiv:2306.13141
Neocheilostomina
Creators: name: Winston, Judith E.
name: Vieira, Leandro M.
Publisher: name: Zenodo
Year: 2013
Subjects: Biodiversity
Taxonomy
Animalia
Bryozoa
Gymnolaemata
Cheilostomata

description: Suborder Neocheilostomina d’Hondt, 1985 (part)
description: Published as part of Winston, Judith E. & Vieira, Leandro M., 2013, Systematics of interstitial encrusting bryozoans from southeastern Brazil, pp. 101-146 in Zootaxa 3710 (2) on page 106, DOI: 10.11646/zootaxa.3710.2.1, http://zenodo.org/record/248125