cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/p4fptu
title: The ontogeny of two species of the family Notodromadidae (Cypridoidea, Ostracoda, Crustacea); taxonomic and palaeogeographic significance

description: This dataset contains the digitized treatments in Plazi based on the original journal article Smith, Robin James, Deckker, Patrick De, Kamiya, Takahiro (2022): The ontogeny of two species of the family Notodromadidae (Cypridoidea, Ostracoda, Crustacea); taxonomic and palaeogeographic significance. Zootaxa 5094 (3): 351-395, DOI: 10.11646/zootaxa.5094.3.1AbstractDetails of the post-embryonic development of two Notodromadidae species, Notodromas trulla Smith & Kamiya, 2014 and Newnhamia fenestrata King, 1855, (subfamily Notodromadinae) are provided, and compared with previous ontogenetic studies on other podocopid families and superfamilies. The ontogenetic development is generally similar to other families, consisting of eight free-living juvenile stages and one adult stage, but the first instar, with a leg-like mandible, resembles that of the Cyprididae, rather than other families. From the A-7 instar onwards, the ventral margin of the carapace is a flattened ovoid, and the dorsolateral eye cups are separated, resembling those of the adults, suggesting that a neustonic lifestyle, similar to that of the adults, is embraced from a very early age. In addition to the ventral margin, other apomorphies of the Notodromadinae include spur-like protrusions on the walking legs of juveniles, which become reduced in adults, and features of the mandibles, probably related to neustonic feeding. Overall, Ne. fenestrata has more plesiomorphic features than No. trulla, and most differences between the two species are related to sexually selected characters, such as different sexually dimorphic features of the antennae. This suggests that sexual selection has been the main evolutionary driving force causing morphological divergence in the subfamily. The two taxa, one from Japan (No. trulla), the other Australia (Ne. fenestrata), have perhaps been separated since the breakup of Pangaea, which started in the Middle Jurassic. This suggests that despite the long geographical isolation, many aspects of ostracod anatomy have remained unchanged over long periods of time. On reviewing the taxonomy of the family, we conclude that monophyly needs to be confirmed with further work, and the subfamily Notodromadinae can be divided into two groups: the Notodromas -group and the Newnhamia -group.
DOI: 10.15468/amd65h
title: First record of Lestranicus transpectus (Moore, 1879) and Graphium macareus (Godart, 1819) (Insecta: Lepidoptera: Papilionoidea) in Bangladesh

description: This dataset contains the digitized treatments in Plazi based on the original journal article Paul, Prince, Islam, Saiful, Dey, Rajib (2021): First record of Lestranicus transpectus (Moore, 1879) and Graphium macareus (Godart, 1819) (Insecta: Lepidoptera: Papilionoidea) in Bangladesh. Revista Chilena de Entomología (Rev. Chil. Entomol.) 47 (1): 115-119, DOI: 10.35249/rche.47.1.21.12, URL: http://dx.doi.org/10.35249/rche.47.1.21.12Abstract. Lestranicus transpectus and Graphium macareus are new observations of butterfly fauna to Bangladesh for the first time from Baro Chara (22.50° N, 92.18° E, 9 m), Rangamati district of Chittagong division. These two new findings signify previous sampling gaps and suggest further surveys needed to make an updated and exhaustive checklist for Bangladesh.
DOI: 10.15468/tbv3gx
title: An extraordinary new species of the genus Syncosmetus Sharp, 1891 (Coleoptera: Ciidae) from Yunnan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jiang, Ri-Xin, Lopes-Andrade, Cristiano, Liu, Hao-Yi, Chen, Xiang-Sheng (2022): An extraordinary new species of the genus Syncosmetus Sharp, 1891 (Coleoptera: Ciidae) from Yunnan, China. Zootaxa 5214 (2): 294-300, DOI: 10.11646/zootaxa.5214.2.9AbstractSyncosmetus yunnanensis sp. nov. is described based on female and male adult specimens collected in the Yunnan Province, China. The new species is unique among Syncosmetus and all other Ciidae species in the presence of four longitudinal ridges on the pronotum. Habitat information of the new species, as far as an identification key to the described Syncosmetus species and a geographic distribution map of all known Chinese species of the genus are provided.
DOI: 10.15468/zvu2ra
title: Two new anisophyllous species of Sabicea Aubl. (Rubiaceae) from Gabon

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lachenaud, Olivier, Zemagho, Lise (2015): Two new anisophyllous species of Sabicea Aubl. (Rubiaceae) from Gabon. Candollea 70 (2): 219-229, DOI: 10.15553/c2015v702a7, URL: http://dx.doi.org/10.15553/c2015v702a7AbstractLACHENAUD, O. & L. ZEMAGHO (2015). Two new anisophyllous species of Sabicea Aubl. (Rubiaceae) from Gabon. Candollea 70: 219-229. In English, English and French abstracts. DOI: http://dx.doi.org/ 10.15553/c2015v702a7Two new Rubiaceae species, Sabicea golgothae O. Lachenaud & Zemagho and Sabicea mabouniensis O. Lachenaud & Zemagho, are described and illustrated. These two species are very similar to each other, and differ from all their congeners by the combination of strong anisophylly and pedunculate inflorescences. Their position in the genus is discussed. Both species are apparently endemic to the Mabounié area in West-Central Gabon, currently under exploitation prospects for mining. They are both assessed as “Critically Endangered” according to IUCN Categories and Criteria.
DOI: 10.15468/v5dv22
title: A new species of Entomobrya Rondani, 1861 (Collembola, Entomobryidae, Entomobryinae) from Brazil, including new records of E. barbata Siqueira & Bellini, 2020

description: This dataset contains the digitized treatments in Plazi based on the original journal article Viana, Stéphanie Dos Santos, Morais, José Wellington De, Cipola, Nikolas Gioia (2022): A new species of Entomobrya Rondani, 1861 (Collembola, Entomobryidae, Entomobryinae) from Brazil, including new records of E. barbata Siqueira & Bellini, 2020. Zootaxa 5155 (2): 261-279, DOI: 10.11646/zootaxa.5155.2.5AbstractHerein we describe a new species of Entomobrya Rondani from Cerrado biome, Brazil. Entomobrya uai sp. nov. differs from its congeners in having triangle-shaped spot on trunk, dorsal chaetotaxy pattern, unguis morphology, unguiculus inner lamella truncate, and manubrial plate with 9–13 chaetae and 3 pseudopores. Entomobrya barbata Siqueira & Bellini known only from its type locality (Caatinga domain, Bahia state, Brazil), is herein recorded from Atlantic Forest (Minas Gerais, Paraná and Santa Catarina states) and Cerrado (Goiás state) biomes for the first time. The record of E. spectabilis Reuter in Brazil is herein dismissed due to a probable misidentification with E. barbata. From the description of E. uai sp. nov. and new records of E. barbata, the number of Entomobrya species in Brazil increased from 11 to 12 endemic species, and the genus is now recorded from 14 Brazilian states. In addition, this is the first record of a Collembola species from Distrito Federal and Goiás state, Brazil.
DOI: 10.15468/vurkjb
title: Notes on sorediate Parmelia species in North America with the first records of P. asiatica and P. barrenoae

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ossowska, Emilia Anna (2023): Notes on sorediate Parmelia species in North America with the first records of P. asiatica and P. barrenoae. Phytotaxa 619 (2): 152-160, DOI: 10.11646/phytotaxa.619.2.3, URL: http://dx.doi.org/10.11646/phytotaxa.619.2.3AbstractThe first record of Parmelia asiatica from North America is presented. The species differs from other sorediate Parmelia taxa in having narrow, sublinear lobes with circular or semicircular, terminal or marginal soralia. New records and earlier data together suggest that P. asiatica may be a more common taxon in the Northern Hemisphere than previously reported. Additionally, the first record of P. barrenoae from Canada and the central states of the USA is presented. Notes on similar sorediate species of the genus Parmelia are provided with information about secondary chemistry checked by thin-layer chromatography methods in solvents A and C.
DOI: 10.15468/mzf7k9
title: Pararhigognostis-a new genus for Plutella stichocentra Meyrick, 1932 (Lepidoptera, Plutellidae), with a redescription of its male and female genitalia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Baraniak, Edward, Agassiz, David (2024): Pararhigognostis-a new genus for Plutella stichocentra Meyrick, 1932 (Lepidoptera, Plutellidae), with a redescription of its male and female genitalia. Zootaxa 5536 (2): 248-260, DOI: 10.11646/zootaxa.5536.2.2, URL: http://dx.doi.org/10.11646/zootaxa.5536.2.2AbstractPararhigognostis Baraniak & Agassiz, gen. nov., is described and illustrated for the enigmatic Plutella stichocentra Meyrick, 1932. The morphology of male and female genitalia is described for the first time, and they serve to distinguish the new genus from all other genera of the family Plutellidae. The new genus is defined by the structure of the valva, long saccus, and shape of socii in the male genitalia, as well as by the shape of antrum and long, very thin apophyses posteriores in the female genitalia. The type species of Pararhigognostis, P. stichocentra, is redescribed. Line drawings of the male and female genitalia of the species are provided.
DOI: 10.15468/dl.f6bhpw
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrotriton sanctibarbarus"
 ]
}

 The dataset includes 98 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064966-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/hzqux4
title: Description of two new species of goby-associated snapping shrimps from the tropical western Pacific (Decapoda: Alpheidae: Alpheus)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Anker, Arthur (2022): Description of two new species of goby-associated snapping shrimps from the tropical western Pacific (Decapoda: Alpheidae: Alpheus). Zootaxa 5092 (3): 273-290, DOI: 10.11646/zootaxa.5092.3.2AbstractTwo new snapping shrimps associated with gobies are described from the tropical waters of the western Pacific. Alpheus thompsoni sp. nov. is described based on a single adult female from Madang, Papua New Guinea. Alpheus sciolii sp. nov. is described based on several specimens of both sexes from the Solomon Islands, Australia and Vietnam. Both species are part of a larger species complex, which also includes A. djeddensis Coutière, 1897, A. djiboutensis De Man, 1909, A. bellulus Miya & Miyake, 1969, A. macellarius Chace, 1988, A. fenneri Bruce, 1994 and A. mannarensis Purushothaman, Abhilash, Kumar & Lal, 2021, but can be distinguished from each of them by a combination of morphological characters, and from the latter four species also by the very different colour patterns.
DOI: 10.15468/2pdak3
title: New information on the anatomy and histology of Gracilisuchus stipanicicorum (Archosauria: Pseudosuchia) from the Chañares Formation (early Carnian), Argentina

description: This dataset contains the digitized treatments in Plazi based on the original journal article LECUONA Agustina, DESOJO Julia Brenda, CERDA Ignacio Alejandro (2020): New information on the anatomy and histology of Gracilisuchus stipanicicorum (Archosauria: Pseudosuchia) from the Chañares Formation (early Carnian), Argentina. Comptes Rendus Palevol 19 (3): 40-62, DOI: 10.5852/cr-palevol2020v19a3, URL: http://dx.doi.org/10.5852/cr-palevol2020v19a3ABSTRACTGracilisuchus stipanicicorum Romer, 1972 is a basal suchian from the Late Triassic Chañares Formation (Argentina), nested in the recently erected Gracilisuchidae, along with Turfanosuchus dabanensis Young, 1973 and Yonghesuchus sangbiensis Wu et al., 2001 from China. The six known specimens of Gracilisuchus Romer, 1972 preserve most of the skeleton, lacking only most of the shoulder girdle and forelimb. Our latest fieldwork has recovered two specimens that preserve previously unknown elements, including the humerus, radius, and ulna, as well as the femur, presacral vertebrae, and paramedian osteoderms. The femur and osteoderms were histologically sectioned, which has never been done for Gracilisuchidae. The anatomical analysis revealed characters in the new elements that improve our understanding of the anatomy of Gracilisuchus. Bone histology revealed that the specimen CRILAR PV 490 died before reaching somatic maturity and that growth was relatively slow compared to other pseudosuchians. This study increases the knowledge of the anatomy of Gracilisuchus and represents a new step towards a broader understanding of Gracilisuchidae and basal suchian clades.
DOI: 10.15468/egh66k
title: A New Species Of Globicornis (Hadrotoma) (Coleoptera, Dermestidae, Megatominae) From Baltic Amber

description: This dataset contains the digitized treatments in Plazi based on the original journal article Háva, J., Damgaard, A. L. (2015): A New Species Of Globicornis (Hadrotoma) (Coleoptera, Dermestidae, Megatominae) From Baltic Amber. Vestnik Zoologii 49 (4): 373-376, DOI: 10.1515/vzoo-2015-0041, URL: http://dx.doi.org/10.1515/vzoo-2015-0041
DOI: 10.15468/czvnz4
title: Tylopilus pallidocervicolor, a new species from Baiyun Mountain, Guangzhou, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lin, Zhi-Jun, Li, Hui-Bin, Liu, Xiao-Chun, Liang, Ying-Shan, Huang, Xiao-Xia, Qiu, Li-Hong (2023): Tylopilus pallidocervicolor, a new species from Baiyun Mountain, Guangzhou, China. Phytotaxa 619 (2): 137-151, DOI: 10.11646/phytotaxa.619.2.2, URL: http://dx.doi.org/10.11646/phytotaxa.619.2.2AbstractTylopilus pallidocervicolor is described as a new species from Baiyun Mountain, Guangzhou, China based on morphological and phylogenetic evidences. It is characterized by tannish brown to light brown basidiomata, stipe with distinct reticulum on upper portion, and a palisadoderm pileipellis. Detailed morphological descriptions, phylogenetic analyses and comparisons with closely related taxa of Tylopilus are presented.
DOI: 10.5281/zenodo.17095161
title: Table 1 in Two new species of the catfish genus Trichomycterus (Siluriformes: Trichomycteridae) from the rio Ribeira de Iguape Basin, Southeastern Brazil

description: Table 1. Morphometric and meristic data for Trichomycterus tupinamba and T. jacupiranga (Hol = Holotype).
Trichomycterus tupinambaTrichomycterus jacupirangaHol (mm)Mean Range (n=12)Hol Range (mm)Mean (n=6)Standard length (SL)86.528.2 86.5 55.657.433.557.449.2Percents of Standard lengthHead length (HL)15.117.5 20.9 19.012.620.722.421.7Predorsal length52.060.1 64.0 62.435.359.662.761.7Prepelvic length45.352.4 55.5 54.231.851.857.854.9Preanal length61.369.5 73.5 71.140.757.170.968.9Pectoral girdle width11.313.1 17.7 14.811.017.420.619.1Trunk length32.634.4 39.6 37.721.233.637.534.9Pectoral-fin length10.011.6 15.5 13.610.116.822.717.7Pelvic-fin length8.09.2 11.5 10.56.310.611.611.1Distance pelvic-fin base to anus10.811.7 15.1 13.05.28.89.99.2Caudal peduncle length19.518.7 22.5 20.311.919.521.621.1Caudal peduncle depth7.58.7 10.3 9.77.19.012.411.0Body depth10.311.6 14.1 12.48.312.014.914.1Dorsal-fin base length10.010.0 12.8 12.07.712.814.113.8Anal-fin base length6.76.5 9.0 7.85.08.410.89.8Percents of Head lenghtHead width15.275.8 100.9 85.312.090.6 104.695.6Nasal barbel length5.534.5 54.2 47.26.733.360.055.6Maxillary barbel length7.549.7 75.8 60.48.063.570.065.7Rictal barbel length6.541.7 60.6 46.65.840.055.046.4Snout length7.037.3 47.4 45.15.940.046.845.0Interorbital width3.518.1 26.3 22.82.718.724.022.5Mouth width5.026.3 38.9 31.94.727.037.332.1Eye diameter1.49.3 13.8 12.11.610.416.513.7CountsDorsal raysII,7II,7II,7II,7Pectoral raysI,7I,7I,7I,7Pelvic raysI,4I,4I,4I,4Anal raysII,5II,5II,5II,5Caudal raysI,11,II,11,II,12,II,11,I - I,12,IFree vertebrae39-40Precaudal vertebrae16-17Caudal vertebrae23Dorsal procurrent rays15-16Ventral procurrent rays10
description: Published as part of Wosiacki, Wolmar Benjamin & Oyakawa, Osvaldo Takeshi, 2005, Two new species of the catfish genus Trichomycterus (Siluriformes: Trichomycteridae) from the rio Ribeira de Iguape Basin, Southeastern Brazil, pp. 468 in Neotropical Ichthyology 3 (4) on page 468, DOI: 10.1590/S1679-62252005000400003, http://zenodo.org/record/5417839
DOI: 10.5281/zenodo.17095160
title: Table 1 in Two new species of the catfish genus Trichomycterus (Siluriformes: Trichomycteridae) from the rio Ribeira de Iguape Basin, Southeastern Brazil

description: Table 1. Morphometric and meristic data for Trichomycterus tupinamba and T. jacupiranga (Hol = Holotype).
Trichomycterus tupinambaTrichomycterus jacupirangaHol (mm)Mean Range (n=12)Hol Range (mm)Mean (n=6)Standard length (SL)86.528.2 86.5 55.657.433.557.449.2Percents of Standard lengthHead length (HL)15.117.5 20.9 19.012.620.722.421.7Predorsal length52.060.1 64.0 62.435.359.662.761.7Prepelvic length45.352.4 55.5 54.231.851.857.854.9Preanal length61.369.5 73.5 71.140.757.170.968.9Pectoral girdle width11.313.1 17.7 14.811.017.420.619.1Trunk length32.634.4 39.6 37.721.233.637.534.9Pectoral-fin length10.011.6 15.5 13.610.116.822.717.7Pelvic-fin length8.09.2 11.5 10.56.310.611.611.1Distance pelvic-fin base to anus10.811.7 15.1 13.05.28.89.99.2Caudal peduncle length19.518.7 22.5 20.311.919.521.621.1Caudal peduncle depth7.58.7 10.3 9.77.19.012.411.0Body depth10.311.6 14.1 12.48.312.014.914.1Dorsal-fin base length10.010.0 12.8 12.07.712.814.113.8Anal-fin base length6.76.5 9.0 7.85.08.410.89.8Percents of Head lenghtHead width15.275.8 100.9 85.312.090.6 104.695.6Nasal barbel length5.534.5 54.2 47.26.733.360.055.6Maxillary barbel length7.549.7 75.8 60.48.063.570.065.7Rictal barbel length6.541.7 60.6 46.65.840.055.046.4Snout length7.037.3 47.4 45.15.940.046.845.0Interorbital width3.518.1 26.3 22.82.718.724.022.5Mouth width5.026.3 38.9 31.94.727.037.332.1Eye diameter1.49.3 13.8 12.11.610.416.513.7CountsDorsal raysII,7II,7II,7II,7Pectoral raysI,7I,7I,7I,7Pelvic raysI,4I,4I,4I,4Anal raysII,5II,5II,5II,5Caudal raysI,11,II,11,II,12,II,11,I - I,12,IFree vertebrae39-40Precaudal vertebrae16-17Caudal vertebrae23Dorsal procurrent rays15-16Ventral procurrent rays10
description: Published as part of Wosiacki, Wolmar Benjamin & Oyakawa, Osvaldo Takeshi, 2005, Two new species of the catfish genus Trichomycterus (Siluriformes: Trichomycteridae) from the rio Ribeira de Iguape Basin, Southeastern Brazil, pp. 468 in Neotropical Ichthyology 3 (4) on page 468, DOI: 10.1590/S1679-62252005000400003, http://zenodo.org/record/5417839
DOI: 10.15468/ubj3kz
title: Cigarras associadas ao cafeeiro. I. Gênero Quesada Distant, 1905 (Homoptera, Cicadidae, Cicadinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Martinelli, Nilza M., Zucchi, Roberto A. (1987): Cigarras associadas ao cafeeiro. I. Gênero Quesada Distant, 1905 (Homoptera, Cicadidae, Cicadinae). Anais da Sociedade Entomológica do Brasil 16 (1): 51-60, DOI: 10.37486/0301-8059.v16i1.460, URL: http://dx.doi.org/10.37486/0301-8059.v16i1.460ABSTRACTCicadid species (Homoptera, Cicadidae, Cicadinae) found on coffee plants. I. Genus Quesada Distant, 1905In the present paper two species of cicadid (Quesada gigas and Q. sodalis) are characterized and illustrated. Q. gigas is very common in Brazilian coffee fields while Q. sodalis is not found, presently, associated to coffee plants here.
DOI: 10.15468/r2nwtw
title: Phylogeny and evolutionary history of Mavropanorpa n. gen. (Mecoptera: Panorpidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Willmann, Rainer (2024): Phylogeny and evolutionary history of Mavropanorpa n. gen. (Mecoptera: Panorpidae). Zoologischer Anzeiger 311: 69-87, DOI: 10.1016/j.jcz.2024.05.003, URL: https://doi.org/10.1016/j.jcz.2024.05.003
DOI: 10.15468/jxnede
title: Morpho-phylogenetic insights reveal Bisporella montana as Calycina montana comb. nov. (Pezizellaceae, Helotiales)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lestari, Anis S., Thilini Chethana, K. W. (2022): Morpho-phylogenetic insights reveal Bisporella montana as Calycina montana comb. nov. (Pezizellaceae, Helotiales). Phytotaxa 558 (2): 185-202, DOI: 10.11646/phytotaxa.558.2.3, URL: http://dx.doi.org/10.11646/phytotaxa.558.2.3AbstractCalycina-like specimens were collected in Doi Inthanon National Park, Thailand. The combined phylogeny of ITS and LSU based on maximum likelihood and bayesian inference analyses confirmed the taxonomic placement of our specimen in Pezizellaceae. Based on morphology and multi-gene phylogeny, the new discomycete specimen was identified as Calycina montana comb. nov., and was documented for the first time in Thailand. Calycina montana is characterized by the amber color, stipitate apothecia, gelatinized ectal excipulum, cylindrical asci and ellipsoidal ascospores. The morphology was observed together with the type strain, Bisporella montana. Our phylogenetic analyses and observation of the morphology of the type strain also confirmed the new combination of Bisporella shangrilana as Calycina shangrilana comb. nov., which resolves the confusion of Bisporella placement in Pezizellaceae.
DOI: 10.15468/33bxv9
title: Zherikhinia matobai sp. nov., a second species of the genus Zherikhinia Alonso-Zarazaga (Coleoptera, Brentidae, Nanophyinae) from the Ryukyu Archipelago, Japan

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yasukawa, Satoshi (2023): Zherikhinia matobai sp. nov., a second species of the genus Zherikhinia Alonso-Zarazaga (Coleoptera, Brentidae, Nanophyinae) from the Ryukyu Archipelago, Japan. Zootaxa 5380 (3): 282-288, DOI: 10.11646/zootaxa.5380.3.5, URL: https://www.mapress.com/zt/article/download/zootaxa.5380.3.5/52374AbstractZherikhinia matobai Yasukawa sp. nov., a member of the subfamily Nanophyinae (Coleoptera, Brentidae), is described from the Ryukyu Archipelago, Japan. It is the second species of this genus known. Zherikhinia distylia Alonso-Zarazaga, 1989 and Z. matobai can be easily distinguished by the body color (Z. matobai is reddish-brown and glossy) and the femoral teeth (Z. matobai has one large tooth and a smaller, grain-like tooth).
DOI: 10.17632/4hwjgrjwkh
title: A Dataset Assessing Continuous Use of Image-Generative Artificial Intelligence and Design Thinking Ability among Visual Arts Students: An Integrated UTAUT–ECM Approach

description: This dataset contains quantitative survey data collected from 278 undergraduate Visual Art students at Kwame Nkrumah University of Science and Technology (KNUST), Ghana, examining factors influencing students’ satisfaction and continuous usage of Image-Generative Artificial Intelligence (Image-GenAI) and its effects on design thinking.
The dataset includes respondents’ demographic characteristics (age, gender, academic level, department, and frequency of GenAI use) and 5-point Likert-scale measures adapted from established models, including UTAUT, Expectation–Confirmation Model (ECM), and Design Thinking theory constructs. Key variables cover satisfaction, continuous intention to use, effort expectancy, performance expectancy, social influence, facilitating conditions, expectation confirmation, and design thinking.
The data are suitable for PLS-SEM analysis, technology acceptance studies, and research on AI adoption and creative cognition in visual art education.
DOI: 10.34740/kaggle/dsv/14285578
title: List Benchmarks Kaggle