Testing a calibration-free eye tracker prototype at the Kunsthistorisches Museum in Vienna

Eye tracking research in art viewership is often conducted in a laboratory setting where reproductions must be used in place of original art works and the viewing environment is less natural than in a museum. Recent technological developments have made museum studies possible but head-mounted eye tracking gear and interruptions by researchers still influence the experience of the viewer. In order to find a more ecologically valid way of recording eye movements while viewing artworks, we employed a prototype of a calibration-free remote eye tracker hidden below selected paintings at the Kunsthistorisches Museum in Vienna. Museum visitors were unaware of the study and informed post hoc that we had registered their viewing behavior and asked to give consent for the use of their data. This article presents the study design as well as results from over 800 participants. While the data quality from the eye tracker prototype was not sufficient to conduct the intended analysis on within-painting gaze movements, this study might serve as a step towards an unobtrusive examination of the art viewing experience. It was possible to analyze time spent viewing paintings and those results show that certain paintings consistently drew significantly more prolonged attention from viewers

Study on Investment in Agricultural Research: Review for Switzerland

This report forms part of the deliverables from a project called "IMPRESA" which has been awarded financial support by the European Commission under the 7th Framework Programme. The project aims to evaluate the impact of research on agriculture performed in the EU, collecting data on recent trends in investment in agricultural research, and developing a framework combining case studies, econometric analysis and modelling for assessing its impact. A first task is to prepare country-level analysis of the agricultural research expenditures and an assessment of the availabilities of data regarding public and private investments in agricultural research. Agricultural research covers all research on the promotion of agriculture, forestry, fisheries and foodstuff production. It includes: research on chemical fertilisers, biocides, biological pest control and the mechanisation of agriculture; research on the impact of agricultural and forestry activities on the environment; research in the field of developing food productivity and technology

Detection of delirium by family members in the intensive care unit: Translation, Cross-Cultural adaptation and validation of the Family Confusion Assessment Method for the German-Speaking area

Aim: The aim of this study was the translation, cross-cultural adaptation and validation of the Family Confusion Assessment Method in critically ill patients. Background: Delirium is a frequently unrecognized disorder in critically ill patients. Visiting family members might be the first to notice subtle changes in a patient's cognition and behaviour. The Family Confusion Assessment Method was developed to detect delirium by family members, but has not been available for the German-speaking area yet. Design: A prospective validation study was conducted between January 2020 and October 2020. Methods: The Family Confusion Assessment Method was translated into German according to the Principles of Good Practice for the Translation and Cultural Adaptation Process for Patient-Reported Outcomes. Subsequently, we compared the Family Confusion Assessment Method with the Confusion Assessment Method for the Intensive Care Unit in critically ill patients and their family members in a medical intensive care unit in Germany. Results: We included 50 dyads of critically ill patients and their family members. The prevalence of delirium measured by Confusion Assessment Method for the Intensive Care Unit was 44%. Cohen's kappa coefficient was 0.84. The German Family Confusion Assessment Method had a high sensitivity of 95.5% and specificity of 89.3%. The positive predictive value and negative predictive value were 87.5% and 96.2% respectively. Conclusions: These findings suggest that the German Family Confusion Assessment Method is an accurate assessment tool for delirium detection in the intensive care unit by family members. Furthermore, the results indicate that family members may identify delirium by the Family Confusion Assessment Method without prior training. Impact: Collaborating medical staff with patients' family members to detect delirium in the intensive care unit may lead to early recognition of delirium. Keywords: Family Confusion Assessment Method; delirium; family members; intensive care unit; nurses; validation study

Does ‘action viewing’ really exist? Perceived dynamism and viewing behaviour

Throughout the 20th century, there have been many different forms of abstract painting. While works by some artists, e.g., Piet Mondrian, are usually described as static, others are described as dynamic, such as Jackson Pollock’s ‘action paintings’. Art historians have assumed that beholders not only conceptualise such differences in depicted dynamics but also mirror these in their viewing behaviour. In an interdisciplinary eye-tracking study, we tested this concept through investigating both the localisation of fixations (polyfocal viewing) and the average duration of fixations as well as saccade velocity, duration and path curvature. We showed 30 different abstract paintings to 40 participants — 20 laypeople and 20 experts (art students) — and used self-reporting to investigate the perceived dynamism of each painting and its relationship with (a) the average number and duration of fixations, (b) the average number, duration and velocity of saccades as well as the amplitude and curvature area of saccade paths, and (c) pleasantness and familiarity ratings. We found that the average number of fixations and saccades, saccade velocity, and pleasantness ratings increase with an increase in perceived dynamism ratings. Meanwhile the saccade duration decreased with an increase in perceived dynamism. Additionally, the analysis showed that experts gave higher dynamic ratings compared to laypeople and were more familiar with the artworks. These results indicate that there is a correlation between perceived dynamism in abstract painting and viewing behaviour — something that has long been assumed by art historians but had never been empirically supported

The display makes a difference: A mobile eye tracking study on the perception of art before and after a museum’s rearrangement

There is increasing awareness that the perception of art is affected by the way it is presented. In 2018, the Austrian Gallery Belvedere redisplayed its permanent collection. Our multi-disciplinary team seized this opportunity to investigate the viewing behavior of specific artworks both before and after the museum’s rearrangement. In contrast to previous mobile eye tracking (MET) studies in museums, this study benefits from the comparison of two realistic display conditions (without any research interference), an unconstrained study design (working with regular museum visitors), and a large data sample (comprising 259 participants). We employed a mixed-method approach that combined mobile eye tracking, subjective mapping (a drawing task in conjunction with an open interview), and a questionnaire in order to relate gaze patterns to processes of meaning-making. Our results show that the new display made a difference in that it 1) generally increased the viewing times of the artworks; 2) clearly extended the reading times of labels; and 3) deepened visitors’ engagement with the artworks in their exhibition reflections. In contrast, interest in specific artworks and art form preferences proved to be robust and independent of presentation modes

Parasite DNA detection in water samples enhances crayfish plague monitoring in asymptomatic invasive populations

Invasive species can facilitate the spread of pathogens by first providing asymptomatic host reservoirs, and then driving disease outbreaks in native populations through pathogen spillover. An example of this are invasive crayfish species in Europe (Faxonius limosus, Pacifastacus leniusculus, Procambarus clarkii), which carry the deadly plague agent (Aphanomyces astaci). Effective disease management requires comprehensive monitoring, however, pathogen detection in carrier populations with low pathogen prevalence and intensities is challenging. We simultaneously collected and analysed crayfish tissue samples of invasive crayfish populations and water samples to compare A. astaci detection in different sample types using quantitative PCR. Combined, the two sampling methods revealed A. astaci presence with DNA concentrations above limit of detection (LOD; the lowest concentration which can be detected with reasonable certainty) in 13 of 23 invasive crayfish populations. In four additional sites, A. astaci DNA concentrations below LOD were found in water. In four populations only were A. astaci concentrations above LOD detected in both sample types and in three populations in concentrations above LOD in tissue but below LOD in water. The likely reason for these discrepancies is the low A. astaci prevalence and concentration in resistant invasive crayfish, which limit detection reliability. Consistency may be improved by timing surveys with seasonal periods of high A. astaci abundance and by increasing water sampling effort. Considering the ease of collecting eDNA samples, compared to crayfish tissue sampling, eDNA methods would facilitate frequent and comprehensive surveys. However, remaining uncertainties in eDNA-based detection reveal the relevance of combining monitoring tools to improve detection of invasive pathogens and their management

A Tropospheric Assessment of the ERA-40, NCEP, and JRA-25 Global Reanalyses in the Polar Regions

The reliability of the global reanalyses in the polar regions is investigated. The overview stems from an April 2006 Scientific Committee on Antarctic Research (SCAR) workshop on the performance of global reanalyses in high latitudes held at the British Antarctic Survey. Overall, the skill is much higher in the Arctic than the Antarctic, where the reanalyses are only reliable in the summer months prior to the modern satellite era. In the Antarctic, large circulation differences between the reanalyses are found primarily before 1979, when vast quantities of satellite sounding data started to be assimilated. Specifically for ERA-40, this data discontinuity creates a marked jump in Antarctic snow accumulation, especially at high elevations. In the Arctic, the largest differences are related to the reanalyses depiction of clouds and their associated radiation impacts; ERA-40 captures the cloud variability much better than NCEP1 and JRA-25, but the ERA-40 and JRA-25 clouds are too optically thin for shortwave radiation. To further contrast the reanalyses skill, cyclone tracking results are presented. In the Southern Hemisphere, cyclonic activity is markedly different between the reanalyses, where there are few matched cyclones prior to 1979. In comparison, only some of the weaker cyclones are not matched in the Northern Hemisphere from 1958-2001, again indicating the superior skill in this hemisphere. Although this manuscript focuses on deficiencies in the reanalyses, it is important to note that they are a powerful tool for climate studies in both polar regions when used with a recognition of their limitations

AVALIAÇÕES GENÉTICAS PARA ALTURA DE CERNELHA E FUNCIONALIDADE DA MARCHA EM EQUINOS DA RAÇA CAMPOLINA

Genetic evaluations allow to describe the genetic evolution of a breed and to understand the importance of the genetic variability on the phenotypic variance of a production interesting trait. This study aimed to estimate genetic tendency, heritability and genetic correlation for withers height and gait functionality traits in Brazilian Campolina horses. The Brazilian Association of Campolina Horse Breeders provided 107,630 records from registered animals born from 1951 until July 2016. Genetic evaluations were obtained by uni-trait animal model, for withers height using data from 11,765 individuals, and bi-trait models for attributes of gait quality: comfort, reach, dissociation, style and regularity, belonging to 2,148, 2,148, 2,145, 2,125 and 2,148 horses, respectively. A genetic increase of 3.88cm was observed for withers height over the years, suggesting the efficiency of selection for high height in Campolina. There was no genetic evolution in the gait attributes, which may indicate the need for improvement in the evaluation and selection processes of the animals for greater comfort and range of their gait. Heritability equal to 0.37 and 0.77 was observed for withers height and dissociation. Comfort, reach, style and regularity showed heritabilities of 0.15; 0.23; 0.22 and 0.28, respectively. The results indicate that these characteristics can be used as selection criteria for better gait quality. The genetic correlations observed between the linear measurement and all gait attributes were low varying between -0.01 and 0.05. Therefore, the selection for withers height would have little influence on the genetic gains in gait attributes.As avaliações genéticas permitem compreender a evolução da raça e a importância dos componentes genéticos sobre a variação fenotípica das características de interesse de produção em animais. Objetivou-se, com este trabalho, estimar a tendência genética, a herdabilidade e acorrelação genética para altura de cernelha e funcionalidade da marcha em equinos brasileiros da raça Campolina. A Associação Brasileira dos Criadores de Cavalo Campolina disponibilizou 107.630 dados de animais registrados desde 1951 até julho de 2016. As avaliações genéticas foram obtidas por modelo animal uni-característico, para altura de cernelha, com dados de 11.765 indivíduos, e bi-característico, para os atributos de qualidade de marcha, que são: comodidade, desenvolvimento, dissociação, estilo e regularidade, pertencentes a 2.148, 2.148, 2.145, 2.125 e 2.148 equinos, respectivamente. Incremento genético de 3,88cm foi observado para altura de cernelha ao longo dos anos, sugerindo a eficiência de seleção para porte elevado no Campolina. Não foi verificada evolução genética nos atributos de marcha, podendo indicar necessidade de melhoria nos processos de avaliação e seleção dos animais para maior comodidade e desenvoltura desse andamento. Verificou-se herdabilidade igual a 0,37 para altura de cernelha e 0,77 para dissociação, além de herdabilidades de comodidade, desenvolvimento, estilo e regularidade iguais a 0,15, 0,23, 0,22 e 0,28. Os resultados indicam que essas características podem ser utilizadas como critério de seleção para melhor qualidade de marcha. As correlações genéticas verificadas entre a medida linear e todos os atributos de marcha foram de baixa magnitude, variando entre -0,01 e 0,05. Desta forma, é sugerido que a seleção para altura na cernelha exerce baixa influência sobre os ganhos genéticos em atributos de marcha

Perception Test: A Diagnostic Benchmark for Multimodal Video Models

We propose a novel multimodal video benchmark - the Perception Test - to evaluate the perception and reasoning skills of pre-trained multimodal models (e.g. Flamingo, BEiT-3, or GPT-4). Compared to existing benchmarks that focus on computational tasks (e.g. classification, detection or tracking), the Perception Test focuses on skills (Memory, Abstraction, Physics, Semantics) and types of reasoning (descriptive, explanatory, predictive, counterfactual) across video, audio, and text modalities, to provide a comprehensive and efficient evaluation tool. The benchmark probes pre-trained models for their transfer capabilities, in a zero-shot / few-shot or limited finetuning regime. For these purposes, the Perception Test introduces 11.6k real-world videos, 23s average length, designed to show perceptually interesting situations, filmed by around 100 participants worldwide. The videos are densely annotated with six types of labels (multiple-choice and grounded video question-answers, object and point tracks, temporal action and sound segments), enabling both language and non-language evaluations. The fine-tuning and validation splits of the benchmark are publicly available (CC-BY license), in addition to a challenge server with a held-out test split. Human baseline results compared to state-of-the-art video QA models show a significant gap in performance (91.4% vs 43.6%), suggesting that there is significant room for improvement in multimodal video understanding. Dataset, baselines code, and challenge server are available at https://github.com/deepmind/perception_testComment: 25 pages, 11 figure