Understanding hate speech: the HateInsights dataset and model interpretability.

The persistence of hate speech continues to pose an obstacle in the realm of online social media. Despite the continuous evolution of advanced models for identifying hate speech, the critical dimensions of interpretability and explainability have not received proportional scholarly attention. In this article, we introduce the HateInsights dataset, a groundbreaking benchmark in the field of hate speech datasets, encompassing diverse aspects of this widespread issue.

Expression of concern: Engineering the optical properties of nickel sulphide thin films by zinc integration for photovoltaic applications.

Expression of concern for 'Engineering the optical properties of nickel sulphide thin films by zinc integration for photovoltaic applications' by Junaid Younus , , 2023, , 27415-27422, https://doi.org/10.1039/D3RA04011A.

Engineering the optical properties of nickel sulphide thin films by zinc integration for photovoltaic applications.

Thin films of binary nickel sulphide (NiS) and zinc-doped ternary nickel sulphides (NiZnS, where = 0-1) were effectively produced by the chemical bath deposition method, and their potential use in photovoltaics were investigated. Dopant inclusion did not change the crystal structure of NiS, according to the structural analysis of the synthesized samples. They are appropriate for solar cell applications since the morphological study verified the crack-free deposition.

Hyperostosis frontalis interna presenting as a forehead scar in a young male.

Hyperostosis frontalis interna is a benign overgrowth of the inner table of the frontal bone. Exact etiology is unknown. The condition is often an incidental finding and requires no treatment unless there are neurological signs and symptoms.

Galassi type III arachnoid cyst presenting as a migraine of weariness.

A 24-year-old right-handed male presented with a 4-month history of migraine of weariness. Typical accompanying symptoms with migraine like nausea, vomiting, photophobia and aura were not present. Non-contrast CT brain revealed a left sided large frontotemporoparietal (Galassi Type III) arachnoid cyst.

A Case of Neuromyelitis Optica with Systemic Lupus Erythematosus.

Neuromyelitis Optica (NMO) is a rare idiopathic autoimmune demyelinating disease of the central nervous system (CNS) having a relapsing course. It consists of optic neuritis, longitudinally extensive transverse myelitis (LETM) which involves 3 or more neighbouring portions of the spine and positive serology for anti-NMO IgG antibodies. NMO is often misdiagnosed as multiple sclerosis (MS).

Selection criteria of image reconstruction algorithms for terahertz short-range imaging applications.

Terahertz (THz) imaging has been regarded as cutting-edge technology in a wide range of applications due to its ability to penetrate through opaque materials, non-invasive nature, and its increased bandwidth capacity. Recently, THz imaging has been extensively researched in security, driver assistance technology, non-destructive testing, and medical applications. The objective of this review is to summarize the selection criteria for current state-of-the-art THz image reconstruction algorithms developed for short-range imaging applications over the last two decades.

Green Synthesis and Investigation of Surface Effects of α-FeO@TiO Nanocomposites by Impedance Spectroscopy.

Nanocomposites based on iron oxide/titanium oxide nanoparticles were prepared by employing green synthesis, which involved phytochemical-mediated reduction using ginger extract. XRD confirmed the composite formation, while scanning electron microscopy (SEM), dynamic light scattering (DLS), and energy-dispersive X-ray spectroscopy (EDX) was employed to investigate the particle size, particle morphology, and elemental analysis. SEM indicated the formation of particles with non-uniform shape and size distribution, while EDX confirmed the presence of Fe, Ti and oxygen in their elemental state.

A Low-Cost Metamaterial Sensor Based on DS-CSRR for Material Characterization Applications.

This paper presents a metamaterial sensor using a double slit complementary square ring resonator (DS-CSRR) that has been utilized for the measurement of dielectric materials, especially coal powder. The design is optimized for best performance of deep notch depth in transmission coefficient (Magnitude of S21). Sensitivity analysis of transmission coefficient with respect to structure dimensions has been carried out.

Exposure of broiler chickens to chronic heat stress increases the severity of white striping on the pectoralis major muscle.

A study was conducted to evaluate the effect of cyclic or chronic heat stress (HS) on the incidence and severity of white striping (WS) and histopathological changes in breast muscle of broiler chickens. One hundred eighty 1-day-old male chickens were randomly assigned to three research groups: control (standard temperature throughout the experiment), cyclic HS (32 ºC between 0800 and 2000 h from day 21 until the end of the experiment), and chronic HS (32 ºC from day 21 onwards). Cyclic and chronic HS groups showed a significant (P < 0.

Semi-supervised associative classification using ant colony optimization algorithm.

Labeled data is the main ingredient for classification tasks. Labeled data is not always available and free. Semi-supervised learning solves the problem of labeling the unlabeled instances through heuristics.

The challenges of land development for housing provision in New Zealand.

The land development process in New Zealand is criticised for causing delays in the delivery of adequate housing. These delays upset the demand and supply equilibrium, leading to housing shortages, expensive builds and rentals. This study investigates the challenges in land development, to ascertain the factors that are limiting its efficiency as a major catalyst to housing provision.

Enhanced Performance for Multi-Forearm Movement Decoding Using Hybrid IMU-sEMG Interface.

Control of active prosthetic hands using surface electromyography (sEMG) signals is an active research area; despite the advances in sEMG pattern recognition and classification techniques, none of the commercially available prosthetic hands provide the user with an intuitive control. One of the major reasons for this disparity between academia and industry is the variation of sEMG signals in a dynamic environment as opposed to the controlled laboratory conditions. This research investigated the effects of sEMG signal variation on the performance of a hand motion classifier due to arm position variation and also explored the effect of static position and dynamic movement strategies for classifier training.

Cloning and Expression of NS3 Gene of Pakistani Isolate Type 2 Dengue Virus.

Introduction: Dengue is one of the major emerging viral diseases in the world, with dramatic increases in reported cases in the last few decades and annual worldwide occurrence of approximately 390 million infections. It is a highly important mosquito-vectored disease and is a problem in tropical and subtropical areas of the world. The major aim of this study was to clone and express the dengue NS3 gene, in service to its therapeutic importance for the development of stable cell lines.

Equitable access to comprehensive surgical care: the potential of indigenous private philanthropy in low-income settings.

Introduction: Equitable access to surgical care is necessary for improving global health. We report on the performance, financial sustainability, and policy impact of a free-of-cost multispecialty surgical delivery program in Karachi, Pakistan built upon local private philanthropy.

Materials And Methods: We evaluated trends in surgical service delivery, expenditures, and philanthropic donations from Indus Hospital's first 5 years of operation (2007-2012), projected these over the hospital's current expansion phase, compared these to publicly accessible records of other philanthropic hospitals providing surgical care, and documented the government's evolving policies toward this model.

Prevalence and Molecular Diagnosis of Babesia ovis and Theileria ovis in Lohi Sheep at Livestock Experiment Station (LES), Bahadurnagar, Okara, Pakistan.

Background: Babesia ovis and Theileria ovis are among the important and main etiological agents causing ovine babesiosis and ovine theileriosis, causing severe economic losses among sheep and goats. The aim of the present study was to determine the prevalence and molecular diagnosis of B. ovis and T.

Prevalence, molecular diagnosis and treatment of Mycoplasma conjunctivae isolated from infectious keratoconjunctivitis affected Lohi sheep maintained at Livestock Experiment Station, Bahadurnagar, Okara, Pakistan.

Mycoplasma conjunctivae are etiological agents of infectious keratoconjunctivitis (IKC), commonly known as pink-eye in domestic sheep, goats and other wild animals in many parts of the world. A few young Lohi lambs maintained at Livestock Experiment Station (LES), Bahadurnagar, Okara, Pakistan showed clinical signs and symptoms of conjunctivitis, keratitis, severe lacrimation and varying degree of blindness. During January to March, 2011, a total of 36 ocular swabs were collected from IKC affected animals and were processed for isolation, identification, and characterization of M.

Prevalence and molecular diagnosis of Trypanosoma evansi in Nili-Ravi buffalo (Bubalus bubalis) in different districts of Punjab (Pakistan).

The prevalence of Trypanosoma evansi was investigated in 1,250 Nili-Ravi buffaloes of mixed age and sex by polymerase chain reaction (PCR) for the first time in Pakistan. DNA of the trypanosomes was isolated with TRIREAGENT®. The assay was employed using primers ESAG 6/7, specific for a 237-bp fragment from T.

Global suppression of mitogen-activated ovine peripheral blood mononuclear cells by surface protein activity from Mycoplasma ovipneumoniae.

Mycoplasma ovipneumoniae is associated with chronic non-progressive pneumonia of sheep and goats. As with many other mycoplasmas involved in animal diseases, protective immune responses have not been achieved with vaccines, even though antibody responses can be obtained. This study focuses on characterizing the interaction of M.