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Graph Neural Network vs. Large Language Model: A Comparative Analysis for Bug Report Priority and Severity Prediction
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Isosceles paper reference and report data
<p>Reference and report data for the Isosceles paper - more details can be found in the <a href="https://github.com/Genentech/Isosceles_Paper" target="_blank" rel="noopener">Isosceles_Paper</a> repository.</p>
FIGURE 1 in Report of stray sightings of Dendrelaphis proarchos (Wall, 1909) (Serpentes: Colubridae) in Surat, Gujarat, western India
FIGURE 1. Maximum likelihood phylogenic tree of Dendrelaphis based on a partial fragment of 16S with bootstrap support shown at nodes (values <60 not shown). The Surat individual BNHS 3553 (in red) nested within the native Myanmar and Northeast Indian populations of D. proarchos.
FIGURE 2. BNHS 3553 in Report of stray sightings of Dendrelaphis proarchos (Wall, 1909) (Serpentes: Colubridae) in Surat, Gujarat, western India
FIGURE 2. BNHS 3553 in life Dendrelaphis proarchos from Surat, Gujarat, India. (a) Full body, dorsal view; (b) Head, left side view with black postocular stripe; (c) Head, right side view with black postocular stripe; (d) Head, frontal view, showing its red tongue; (e) Body, lateral view, showing black ventrolateral stripes along body; (f) undivided cloacal scale (profiles of diagnostic features). Photographs by Dikansh S. Parmar.
FIGURE 4 in Report of stray sightings of Dendrelaphis proarchos (Wall, 1909) (Serpentes: Colubridae) in Surat, Gujarat, western India
FIGURE 4. Live individual here identified as Dendrelaphis cf. proarchos (see Appendix 3) recently rescued by Nature Care NGO from Anand Nursery, Jaipur, Rajasthan, western India. (a) Full body, dorsal view; (b) Anterior and ventrolateral aspects; (c) Head, dorsal and lateral view. Photographs by Rakesh Prajapat.
FIGURE 3 in Report of stray sightings of Dendrelaphis proarchos (Wall, 1909) (Serpentes: Colubridae) in Surat, Gujarat, western India
FIGURE 3. Physical map of Indian subcontinent showing Surat in coastal Gujarat, western India from where we present this report of Dendrelaphis proarchos, and localities (black rectangles) in the natural range of the species in Northeast India and neighboring countries, including its type locality (black star).
FIGURE 5 in New braconid species of the Euphorinae genus Syntretus Foerster and a first report of the Alysiinae genus Heratemis Walker from India
FIGURE 5. Heratemis (Conalysia) devriesi. A—Head in anterior aspect; B—Vertex; C—Head in lateral aspect; D—Mesosoma in dorsal aspect; E—Mesosoma in lateral aspect; F—Wings; G—Mesosternum; H—Propodeum; I—First tergite; J—Metasoma in dorsal aspect; K, L—Hind tarsal claw.
FIGURE 7 in New braconid species of the Euphorinae genus Syntretus Foerster and a first report of the Alysiinae genus Heratemis Walker from India
FIGURE 7. Heratemis (Heratemis) nr. filosa. A—Head, mesosoma and metasoma (part) in dorsal aspect; B—Scutellum, propodeum and first tergite in dorsal aspect; C—Head and mesosoma in lateral aspect; D, E—Hind telotarsus and claws in different views.
FIGURE 3 in New braconid species of the Euphorinae genus Syntretus Foerster and a first report of the Alysiinae genus Heratemis Walker from India
FIGURE 3. Syntretus brevidentatus sp. nov. A—Head in anterior aspect; B—Vertex; C—Head in lateral aspect; D—Mesosoma in lateral aspect; E—Antenna; F—Mesosoma in dorsal aspect; G—Wings; H—First tergite; I—Metasoma in part; J—Metasoma in lateral aspect; K—Hind tarsal claw.
FIGURE 4 in New data on Turkish Pyraloidea: a new species of Hyperlais Marion, 1959 (Lepidoptera: Pyraloidea: Crambidae: Glaphyriinae) and the first report of the little-known Polyochodes albidiscella (Amsel, 1954)
FIGURE 4. Polyochodes farsella (Amsel, 1951) (G.P. 425, K. Akın), a. Adult, b. Aedeagus, c. Genital armature, d. Culcita.
FIGURE 1 in New data on Turkish Pyraloidea: a new species of Hyperlais Marion, 1959 (Lepidoptera: Pyraloidea: Crambidae: Glaphyriinae) and the first report of the little-known Polyochodes albidiscella (Amsel, 1954)
FIGURE 1. Hyperlais cakiri sp. nov. (G.P. 383, K. Akın), a-b. Adult a. Upperside, b. Underside (abdomen removed for preparation), c. Genital armature, d. Aedeagus, e. Male genitalia (during preparation).
FIGURE 3 in New data on Turkish Pyraloidea: a new species of Hyperlais Marion, 1959 (Lepidoptera: Pyraloidea: Crambidae: Glaphyriinae) and the first report of the little-known Polyochodes albidiscella (Amsel, 1954)
FIGURE 3: Polyochodes albidiscella (Amsel, 1954) (G.P. 385, K. Akın), a. Adult, b. Aedeagus, c. Genital armature, d. Culcita.
Dataset for figure & table of report A.2.1.1. of Metrohyve " project
<p>dataset related to survey on gas calibrants availability</p>
Concurrent Operant Analysis Validation: A Brief Report
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Mutation Reporter: fast identification of mutations in NGS files
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Figure 3 in First report of the Hawaiian genus Newhousia (Dictyotales, Phaeophyceae) from Madang, Papua New Guinea and description of the new species N. yhaga sp. nov.
Figure 3: Bayesian tree, generated with MrBayes, based on the concatenation of cox3, psbA and rbcL gene sequences of Phaeophycean species including Newhousia imbricata and Newhousia yhaga sp. nov. The values shown at each node represent the maximum likelihood (left) and posterior probability (right) values. The tree is drawn to scale, with branch lengths measured in the number of substitutions per site.
Figure 2 in First report of the Hawaiian genus Newhousia (Dictyotales, Phaeophyceae) from Madang, Papua New Guinea and description of the new species N. yhaga sp. nov.
Figure 2: Newhousia yhaga sp. nov. habit and anatomical features. (A, B) Two aspects of the holotype specimen, showing its predominantly olive-green hue. A coralline red alga (Figure 2B, arrow) is epiphytic on the Newhousia crust. (C) Detail of radially growing adjacent and overlapping blades on the surface of the holotype. (D) Fracture of the Newhousia crust exposing underlying blades (arrow). (E) Detail of one of the single surface blades irregularly spreading from the central point (arrow) that initiated its growth. (F, G) Medium and high-power magnifications of banding shown by overlapping layers of blades (dark lines) and calcium carbonate (white lines) that comprise the consolidated crusts of a Newhousia thallus. Newhousia is cemented to coral substratum (Figure 2F, arrow). (H–J) Stages in radial development of surface blades from points of origin (arrows). (K) Surface view of aligned, rectilinear cells of the epithallus. (L, M) Low- and high-power details of cluster of erumpent filaments that may represent juvenile hairs. (N) Cross section of single blade showing double row of rectilinear epithallial cells overlying each cuboidal hypothallial cell. (O) Longitudinal section of single blade showing aligned epithallial row overlying a rectilinear hypothallial cell.
Figure 1 in First report of the Hawaiian genus Newhousia (Dictyotales, Phaeophyceae) from Madang, Papua New Guinea and description of the new species N. yhaga sp. nov.
Figure 1: Map showing the location of Madang, Papua New Guinea, where Newhousia yhaga C.W.Vieira, De Clerck et Payri, sp. nov. was collected.
Association of Disseminated Cutaneous Herpes Zoster and uncontrolled Diabetes Mellitus type II: A Case Report
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Ross Ice Shelf GNSS data reported in EGUSphere-2023-2793, Baldacchino et al., 2024
<p>GNSS data in rinex format for 4 stations on the Ross Ice Shelf reported in Baldacchino et al, EGUSphere-2023-2793. </p>
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.