523 research outputs found
Evaluating the application of neural networks and fundamental analysis in the Australian Stockmarket
Thermochromic display materials for use under wide variations in ambient illumination levels Annual progress report, 1 Dec. 1965 - 30 Nov. 1966
Thermochromic materials for use in display devices under wide ranges of ambient illuminatio
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers
Recent developments in deep learning have resulted in code-generation models
that produce source code from natural language and code-based prompts with high
accuracy. This is likely to have profound effects in the classroom, where
novices learning to code can now use free tools to automatically suggest
solutions to programming exercises and assignments. However, little is
currently known about how novices interact with these tools in practice. We
present the first study that observes students at the introductory level using
one such code auto-generating tool, Github Copilot, on a typical introductory
programming (CS1) assignment. Through observations and interviews we explore
student perceptions of the benefits and pitfalls of this technology for
learning, present new observed interaction patterns, and discuss cognitive and
metacognitive difficulties faced by students. We consider design implications
of these findings, specifically in terms of how tools like Copilot can better
support and scaffold the novice programming experience.Comment: 26 pages, 2 figures, TOCH
Growth and dislocation studies of β-HMX
Background: The defect structure of organic materials is important as it plays a major role in their crystal growth
properties. It also can play a subcritical role in “hot-spot” detonation processes of energetics and one such
energetic is cyclotetramethylene-tetranitramine, in the commonly used beta form (β-HMX).
Results: The as-grown crystals grown by evaporation from acetone show prismatic, tabular and columnar habits, all
with {011}, {110}, (010) and (101) faces. Etching on (010) surfaces revealed three different types of etch pits, two of
which could be identified with either pure screw or pure edge dislocations, the third is shown to be an artifact of
the twinning process that this material undergoes. Examination of the {011} and {110} surfaces show only one type
of etch pit on each surface; however their natural asymmetry precludes the easy identification of their Burgers
vector or dislocation type. Etching of cleaved {011} surfaces demonstrates that the etch pits can be associated with
line dislocations. All dislocations appear randomly on the crystal surfaces and do not form alignments characteristic
of mechanical deformation by dislocation slip.
Conclusions: Crystals of β-HMX grown from acetone show good morphological agreement with that predicted by
modelling, with three distinct crystal habits observed depending upon the supersaturation of the growth solution.
Prismatic habit was favoured at low supersaturation, while tabular and columnar crystals were predominant at
higher super saturations. The twin plane in β-HMX was identified as a (101) reflection plane. The low plasticity of
β-HMX is shown by the lack of etch pit alignments corresponding to mechanically induced dislocation arrays.
On untwinned {010} faces, two types of dislocations exist, pure edge dislocations with b = [010] and pure screw
dislocations with b = [010]. On twinned (010) faces, a third dislocation type exists and it is proposed that these pits
are associated with pure screw dislocations with b = [010]
The Maltase Involved in Starch Metabolism in Barley Endosperm Is Encoded by a Single Gene
During germination and early seedling growth of barley (Hordeum vulgare), maltase is responsible for the conversion of maltose produced by starch degradation in the endosperm to glucose for seedling growth. Despite the potential relevance of this enzyme for malting and the production of alcoholic beverages, neither the nature nor the role of maltase is fully understood. Although only one gene encoding maltase has been identified with certainty, there is evidence for the existence of other genes and for multiple forms of the enzyme. It has been proposed that maltase may be involved directly in starch granule degradation as well as in maltose hydrolysis. The aim of our work was to discover the nature of maltase in barley endosperm. We used ion exchange chromatography to fractionate maltase activity from endosperm of young seedlings, and we partially purified activity for protein identification. We compared maltase activity in wild-type barley and transgenic lines with reduced expression of the previously-characterised maltase gene Agl97, and we used genomic and transcriptomic information to search for further maltase genes. We show that all of the maltase activity in the barley endosperm can be accounted for by a single gene, Agl97. Multiple forms of the enzyme most likely arise from proteolysis and other post-translational modifications
Collapse of breeding success in desert-dwelling hornbills evident within a single decade
Rapid anthropogenic climate change potentially severely reduces avian breeding
success. While the consequences of high temperatures and drought are reasonably
well-studied within single breeding seasons, their impacts over decadal time scales
are less clear. We assessed the effects of air temperature (Tair) and drought on the
breeding output of southern yellow-billed hornbills (Tockus leucomelas; hornbills) in the
Kalahari Desert over a decade (2008–2019). We aimed to document trends in breeding
performance in an arid-zone bird during a time of rapid global warming and identify
potential drivers of variation in breeding performance. The breeding output of our study
population collapsed during the monitoring period. Comparing the first three seasons
(2008–2011) of monitoring to the last three seasons (2016–2019), the mean percentage
of nest boxes that were occupied declined from 52% to 12%, nest success from 58%
to 17%, and mean fledglings produced per breeding attempt from 1.1 to 0.4. Breeding
output was negatively correlated with increasing days on which Tmax (mean maximum
daily Tair) exceeded the threshold Tair at which male hornbills show a 50% likelihood
of engaging in heat dissipation behavior [i.e., panting (Tthresh; Tair = 34.5◦C)] and the
occurrence of drought within the breeding season, as well as later dates for entry into
the nest cavity (i.e., nest initiation) and fewer days post-hatch, spent incarcerated in
the nest by the female parent. The apparent effects of high Tair were present even in
non-drought years; of the 115 breeding attempts that were recorded, all 18 attempts
that had ≥ 72% days during the attempt on which Tmax > Tthresh failed (equivalent
to Tmax during the attempt ≥ 35.7◦C). This suggests that global warming was likely
the primary driver of the recent, rapid breeding success collapse. Based on current
warming trends, the Tmax threshold of 35.7◦C, above which no successful breeding
attempts were recorded, will be exceeded during the entire hornbill breeding season
by approximately 2027 at our study site. Therefore, our findings support the prediction
that climate change may drive rapid declines and cause local extinctions despite the
absence of direct lethal effects of extreme heat events.The DST-NRF Center of Excellence at the FitzPatrick Institute, Natural Environment Research Council, and the National Research Foundation of South Africa.http://frontiersin.org/Ecology_and_Evolutiondm2022Zoology and Entomolog
Design development post contract signing in New Zealand:Client's or contractor's cost?
By offering fixed-price contracts for designs supplied by clients, contractors legally warrant that they can build what has been designed and do so within their fixed price. Yet detailed drawings are often issued during construction in response to contractors' requests for information on the basis that they cannot otherwise build what has been designed. Claim-entitlement decisions are often made by construction professionals (architects, engineers and quantity surveyors) without legal training in contractual interpretation, potentially varying who pays for design development after contract signing, contractors or clients. Prior studies have addressed buildability obligations relating to ground conditions and foundations. This study applies key principles of contract law to consider who should pay for instructed drawing details post contract signing under the New Zealand standard NZS 3910:2013, 'Conditions of contract for building and civil engineering construction', in terms of (a) when a variation claim may be accepted; (b) the effect of contractor involvement on design development; and (c) the effect if claimed from a building subcontractor to a consultant manager (no head contractor). A claim-entitlement flow chart and a table comparing the head contractor's and consultant construction manager's obligations provide practical guides for contract administrators. Identifying terms prone to interpretation informs contract drafters towards reducing ambiguity for contract users and therefore the potential for dispute
Physical complexity to model morphological changes at a natural channel bend
This study developed a two‐dimensional (2‐D) depth‐averaged model for morphological changes at natural bends by including a secondary flow correction. The model was tested in two laboratory‐scale events. A field study was further adopted to demonstrate the capability of the model in predicting bed deformation at natural bends. Further, a series of scenarios with different setups of sediment‐related parameters were tested to explore the possibility of a 2‐D model to simulate morphological changes at a natural bend, and to investigate how much physical complexity is needed for reliable modeling. The results suggest that a 2‐D depth‐averaged model can reconstruct the hydrodynamic and morphological features at a bend reasonably provided that the model addresses a secondary flow correction, and reasonably parameterize grain‐sizes within a channel in a pragmatic way. The factors, such as sediment transport formula and roughness height, have relatively less significance on the bed change pattern at a bend. The study reveals that the secondary flow effect and grain‐size parameterization should be given a first priority among other parameters when modeling bed deformation at a natural bend using a 2‐D model
Phenotypic Characterization and Comparison of Cystic Fibrosis Rat Models Generated Using CRISPR/Cas9 Gene Editing
Animal models of cystic fibrosis (CF) are essential for investigating disease mechanisms and trialing potential therapeutics. This study generated two CF rat models using clustered regularly interspaced short palindromic repeats/clustered regularly interspaced short palindromic repeats–associated protein 9 gene editing. One rat model carries the common human Phe508del (ΔF508) CF transmembrane conductance regulator (CFTR) mutation, whereas the second is a CFTR knockout model. Phenotype was characterized using a range of functional and histologic assessments, including nasal potential difference to measure electrophysiological function in the upper airways, RNAscope in situ hybridization and quantitative PCR to assess CFTR mRNA expression in the lungs, immunohistochemistry to localize CFTR protein in the airways, and histopathologic assessments in a range of tissues. Both rat models revealed a range of CF manifestations, including reduced survival, intestinal obstruction, bioelectric defects in the nasal epithelium, histopathologic changes in the trachea, large intestine, and pancreas, and abnormalities in the development of the male reproductive tract. The CF rat models presented herein will prove useful for longitudinal assessments of pathophysiology and therapeutics
Medically Biodegradable Hydrogenated Amorphous Silicon Microspheres
[EN] Hydrogenated amorphous silicon colloids of low surface area (<5 m(2)/g) are shown to exhibit complete in-vitro biodegradation into orthosilicic acid within 10-15 days at 37 degrees C. When converted into polycrystalline silicon colloids, by high temperature annealing in an inert atmosphere, microparticle solubility is dramatically reduced. The data suggests that amorphous silicon does not require nanoscale porosification for full in-vivo biodegradability. This has significant implications for using a-Si:H coatings for medical implants in general, and orthopedic implants in particular. The high sphericity and biodegradability of submicron particles may also confer advantages with regards to contrast agents for medical imaging.This work has been partially supported by the Spanish CICyT projects, FIS2009-07812, Consolider CSD2007-046, MAT2009-010350 and PROMETEO/2010/043.Shabir, Q.; Pokale, A.; Loni, A.; Johnson, DR.; Canham, L.; Fenollosa Esteve, R.; Tymczenko, MK.... (2011). Medically Biodegradable Hydrogenated Amorphous Silicon Microspheres. Silicon. 3(4):173-176. https://doi.org/10.1007/s12633-011-9097-4S17317634Salonen J, Kaukonen AM, Hirvonen J, Lehto VP (2008) J Pharmaceutics 97:632–53Anglin EJ, Cheng L, Freeman WR, Sailor MJ (2008) Adv Drug Deliv Rev 60:1266–77O’Farrell N, Houlton A, Horrocks BR (2006) Int J Nanomedicine 1:451–72Canham LT (1995) Adv Mater 7:1037, PCT patent WO 97/06101,1999Park JH, Gui L, Malzahn G, Ruoslahti E, Bhatia SN, Sailor MJ (2009) Nature Mater 8:331–6Cullis AG, Canham LT, Calcott PDJ (1997) J Appl Phys 82:909–66Canham LT, Reeves CR (1996) Mat Res Soc Symp 414:189–90Edell DJ, Toi VV, McNeil VM, Clark LD (1992) IEEE Trans Biomed Eng 39:635–43Fenollosa R, Meseguer F, Tymczenko M (2008) Adv Mater 20:95Fenollosa R, Meseguer F, Tymczenko M, Spanish Patent P200701681, 2007Pell LE, Schricker AD, Mikulec FV, Korgel BA (2004) Langmuir 20:6546Xifré-Perez E, Fenollosa R, Meseguer F (2011) Opt Express 19:3455–63Fenollosa R, Ramiro-Manzano F, Tymczenko M, Meseguer F (2010) J Mater Chem 20:5210Xifré-Pérez E, Domenech JD, Fenollosa R, Muñoz P, Capmany J, Meseguer F (2011) Opt Express 19–4:3185–92Rodriguez I, Fenollosa R, Meseguer F, Cosmetics & Toiletries 2010;42–49Ramiro-Manzano F, Fenollosa R, Xifré-Pérez E, Garín M, Meseguer F (2011) Adv Mater 23:3022–3025. doi: 10.1002/adma.201100986Iler RK (1979) Chemistry of silica: solubility, polymerization, colloid & surface properties & biochemistry. Wiley, New YorkTanaka K, Maruyama E, Shimado T, Okamoto H (1999) Amorphous silicon. Wiley, New York, NYPatterson AL (1939) Phys Rev 56:978–82Canham LT, Reeves CL, King DO, Branfield PJ, Gabb JG, Ward MC (1996) Adv Mater 8:850–2Iler RK In: Chemistry of silica: solubility, polymerization, colloid & surface properties &Biochemistry. Wiley, New York, NYFinnie KS, Waller DJ, Perret FL, Krause-Heuer AM, Lin HQ, Hanna JV, Barbe CJ (2009) J Sol-Gel Technol 49:12–8Zhao D, Huo Q, Feng J, Chmelka BF, Stucky GD (1998) J Am Chem Soc 120:6024–36Fan D, Akkaraju GR, Couch EF, Canham LT, Coffer JL (2010) Nanoscale 1:354–61Tasciotti E, Godin B, Martinez JO, Chiappini C, Bhavane R, Liu X, Ferrari M (2011) Mol Imaging 10:56–
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