On heuristic and linear models of judgment: Mapping the demand for knowledge

Research on judgment and decision making presents a confusing picture of human abilities. For example, much research has emphasized the dysfunctional aspects of judgmental heuristics, and yet, other findings suggest that these can be highly effective. A further line of research has modeled judgment as resulting from as if linear models. This paper illuminates the distinctions in these approaches by providing a common analytical framework based on the central theoretical premise that understanding human performance requires specifying how characteristics of the decision rules people use interact with the demands of the tasks they face. Our work synthesizes the analytical tools of lens model research with novel methodology developed to specify the effectiveness of heuristics in different environments and allows direct comparisons between the different approaches. We illustrate with both theoretical analyses and simulations. We further link our results to the empirical literature by a meta-analysis of lens model studies and estimate both human andheuristic performance in the same tasks. Our results highlight the trade-off betweenlinear models and heuristics. Whereas the former are cognitively demanding, the latterare simple to use. However, they require knowledge and thus maps of when andwhich heuristic to employ.

A retail benchmarking approach to efficient two-way access pricing

We study a retail benchmarking approach to determine access prices for interconnected networks. Instead of considering fixed access charges as in the existing literature, we study access pricing rules that determine the access price that network i pays to network j as a linear function of the marginal costs and the retail prices set by both networks. In the case of competition in linear prices, we show that there is a unique linear rule that implements the Ramsey outcome as the unique equilibrium, independently of the underlying demand conditions. In the case of competition in two-part tariffs, we consider a class of access pricing rules, similar to the optimal one under linear prices but based on average retail prices. We show that firms choose the variable price equal to the marginal cost under this class of rules. Therefore, the regulator (or the competition authority) can choose one among the rules to pursue additional objectives such as consumer surplus, network coverage or investment: for instance, we show that both static and dynamic e±ciency can be achieved at the same time.

O Primal e o Dual na programação Linear

O tema da Programação Linear, com as suas particularizações do Problema dos Transportes e do Problema da Afectação de Recursos, é hoje estudado em cursos diversos onde uma disciplina de Investigação Operacional esteja presente. Trata-se, em última análise, de um problema de cálculo de extremos condicionados, seja de máximo ou de mínimo, que apresenta características muito particulares e de grande elegância simbólica. Também os Problemas dos Transportes e da Afectação de Recursos se podem resolver como problemas de Programação Linear, através do Algoritmo Simplex, embora seja preferível o recurso a algoritmos próprios, de muitíssimo maior simplicidade: o Algoritmo dos Transportes e o Algoritmo Húngaro, respectivamente. De molde a facilitar a compreensão do que realmente está em jogo, consideram-se aqui dois casos de determinação de extremos e de extremos condicionados, mas ao nível do final do ensino secundário.

Comparação entre os métodos da transeção linear e fotográfico na avaliação de cobertura vegetal morta, sob dois métodos de preparo, após a colheita da soja

A eficácia da cobertura vegetal morta no controle da erosão pode ser avaliada através de dois indicadores principais: a porcentagem de cobertura do solo pelos resíduos culturais e sua persistência sobre a superfície ao longo do tempo. O preparo do solo, por sua vez, pode exercer influência significativa sobre esses indicadores. O trabalho foi realizado no campo, no município de Eldorado do Sul, Depressão Central do Rio Grande do Sul. Avaliou-se a persistência da cobertura vegetal morta durante um período de pousio, que foi de maio de 1989 a abril de 1990, em sucessão à cultura da soja. Os resíduos dessa cultura foram manejados sem preparo, por escarificação e por gradagem. A porcentagem de cobertura do solo pelos resíduos culturais foi quantificada pelo método fotográfico e pelo da transeção linear. A cultura da soja produziu cobertura vegetal morta em pequena quantidade e de baixa durabilidade. A distribuição dos resíduos na superfície, sem preparo do solo, foi o tratamento que possibilitou melhor correlação (R²) entre os índices de cobertura obtidos pelos dois métodos testados. Nas áreas sob gradagem ou escarificação do solo, os índices de cobertura obtidos pelo método fotográfico foram superiores aos da transeção linear, enquanto, na área sem preparo do solo, houve similaridade entre os resultados dos dois métodos.

Mitochondrial uncoupling as a regulator of life-history trajectories in birds: an experimental study in the zebra finch.

Mitochondria have a fundamental role in the transduction of energy from food into ATP. The coupling between food oxidation and ATP production is never perfect, but may nevertheless be of evolutionary significance. The 'uncoupling to survive' hypothesis suggests that 'mild' mitochondrial uncoupling evolved as a protective mechanism against the excessive production of damaging reactive oxygen species (ROS). Because resource allocation and ROS production are thought to shape animal life histories, alternative life-history trajectories might be driven by individual variation in the degree of mitochondrial uncoupling. We tested this hypothesis in a small bird species, the zebra finch (Taeniopygia guttata), by treating adults with the artificial mitochondrial uncoupler 2,4-dinitrophenol (DNP) over a 32-month period. In agreement with our expectations, the uncoupling treatment increased metabolic rate. However, we found no evidence that treated birds enjoyed lower oxidative stress levels or greater survival rates, in contrast to previous results in other taxa. In vitro experiments revealed lower sensitivity of ROS production to DNP in mitochondria isolated from skeletal muscles of zebra finch than mouse. In addition, we found significant reductions in the number of eggs laid and in the inflammatory immune response in treated birds. Altogether, our data suggest that the 'uncoupling to survive' hypothesis may not be applicable for zebra finches, presumably because of lower effects of mitochondrial uncoupling on mitochondrial ROS production in birds than in mammals. Nevertheless, mitochondrial uncoupling appeared to be a potential life-history regulator of traits such as fecundity and immunity at adulthood, even with food supplied ad libitum.

Lats2, a novel regulator of Elongin BC ubiquitin ligase

Résumé : Le Large tumor suppressor, Lats2, est une protéine humaine homologue au suppresseur de tumeur Warts (Lats) de Drosophila melanogaster, qui réprime la prolifération des cellules en altérant leur cycle au niveau des transitions Gl/S et G2/M, et en induisant l'apoptose. Pourtant, la voie moléculaire par laquelle Lats2, une sériase-thréonine kinase, déclenche l'arrêt du cycle cellulaire, est toujours inconnue. Notre équipe a d'abord déterminé que Lats2 était un gène de réponse à la protéine p53 (Kostic et al., 2000). Par la suite, nous avons identifié des protéines interagissant avec Lats2, notamment les modules de reconnaissance du substrat des ligases Colline E3 (des protéines contenant Socs box ou F box) ainsi que deux Bous-unités du Signalosome CSN: CSN4 et CSNS. En outre, Lats2 est connue pour s'associer au Super-complexe composé de CSN et des ligases Colline E3 (Rongere, thesis, 2004; Rongere, unpublished results, 2005). Le travail présenté ici sur Lats2 a confirmé que cette protéine est une kinase associée à CSN. Nous avons caractérisé les interactions spécifiques de domaines de Lats2 avec hSocs3, hWsb 1 (des protéines Socs box) et hFBX-7 (une protéine F box), ainsi que les conséquences physiologiques des interactions avec hSocs3, hWsb1 et hSocs1. Des expériences de GST pull-down ont montré que les deux domaines, N-terminal et kinase, de Lats2 interagissent avec hSocs3, hWsb1 et hFBX-7, ce qui suggère aussi que l'ensemble de la protéine Lats2 est impliqué dans ces interactions. Une étude approfondie des interactions entre Lats2 et hSocs3 indique que le domaine kinase de Lats2 interagit avec la région de hSocs3 contenant un domaine SH2, situé en amont du domaine Socs box de hSocs3. Par ailleurs, Lats2 phosphoryle des régions spécifiques entre les domaines N-terminal et SH2 (Sl), et, entre les domaines SH2 et Socs box (S3) de la protéine hSocs3. Ces résultats révèlent que hSocs3 est un.nouveau substrat de Lats2. Des modifications de l'activité kinase ont aussi révélé que la protéine sauvage Lats2 (wt Lats2) était capable de phosphoryler hSocs3, alors qu'un mutant dead du domaine kinase Lats (poche ATP délétée, Lats2OATP) non. L'analyse des mutations a permis d'identifier deux résidus sériase situés aux positions 1441145 (S3), spécifiquement phosphorylés par wt Lats2. La phosphorylation des protéines représentant un signal de dégradation protéolytique, nous avons envisagé que Lats2 pouvait cibler hSocs3 pour une dégradation protéasomale. Lorsque wt Lats2 est surexprimée dans des cellules HEK293T et COS7, la demi-vie de hSocs3, un élément de la ligase Elongine BC-Colline É3 (ligase EBC), diminue significativement, effet que n'a pas la surexpression de Lats2OATP. De plus, la stabilité de hSocs3 dépend de la phosphorylation des résidus sériase aux positions 144/145 par wt Lats2. Bien que les sites de phosphorylation ne soient pas définis pour les deux autres modules de reconnaissance du substrat de la ligase EBC: hWsb 1 et hSocsl, leurs demi-vies diminuent également quand wt Lats2 est surexprimée. Pour les tests in vivo, nous avons synthétisé des esiRNA pour diminuer l'expression du gène endogène lats2, ce qui a entraîné une augmentation d'un facteur 2 de la demi-vie de hSocs3 et de hWsbl dans les cellules HEK293T. En conclusion, nos résultats suggérent que Lats2, une kinase associée au CSN, est un nouveau régulateur de la fonction des ligases EBC, agissant sur le renouvellement des protéines hSocs3, hSocs1 et hWsb1. Ainsi, Lats2 altère la spécificité et la capacité des ligases EBC, régulant par là même la stabilité de nombreuses protéines, ciblées par les ligases EBC pour une dégradation protéasomale. D'autres études devraient révéler si la modification observée de la fonction de la ligase EBC par Lats2, associée au Super-complexe, est également responsable du renouvellement des régulateurs du cycle cellulaire et des changements dans ce même cycle observés lors de la surexpression de Lats2. Summary : The Large tumor suppressor 2 (Lats2) is a human homologue of the Drosophila melanogaster tumor suppressor Warts (Cats) who negatively regulates cell proliferation by altering cell cycle Gl/S and G2/M transition and inducing apoptosis. However, the molecular pathway by which Lats2, a serine-threonine kinase, mediates cell cycle arrest is still unknown. Lats2 was initially identified to be a p53 response gene by our group (Kostic et al., 2000). Subsequently, our group identified interacting candidates of Lats2, including substrate recognition modules of Cullin-based E3 ligases (Socs box or F-box containing proteins) as well as two subunits of the Signalosome (CSN), CSN4 and CSNS. Additionally, Lats2 was shown to associate with a Super-complex, composed of CSN and Cullin-based E3 ligases (Rongere, thesis, 2004; Rongere, unpublished results, 2005) We hypothesized that Lats2 may perform its physiological function through interaction with CSN and Cullin-based E3 ligases. The present work on Lats2 has confirmed that Lats2 is a CSN associated kinase. We defined the domain specific interactions of Lats2 with hSocs3, hWsb1 (Sots box proteins) and hFBX-7 (F box protein), as well as the physiological consequences of interaction with hSocs3, hWsb1 and hSocs1. Both the N-terminal and the kinase domains of Lats2 interact with full-length hSocs3, hWsb1 and hFBX-7, determined in GST pull-down assays suggesting that full-length Lats2 protein is involved in interactions. Refinement of the Lats2 interaction with hSocs3 indicated that the kinase domain of Lats2 interacts with a region of hSocs3 containing a SH2 domain located upstream of the Socs box domain of the hSocs3. Moreover, Lats2 phosphorylated specific regions between the N-terminal and SH2 domain (S l) as well as between the SH2 domain and Socs box domain of hSocs3 (S3).These results indicate that hSocs3 is a novel Lats2 substrate. The kinase assay has also demonstrated that wt Lats2 was able to phosphorylate hSocs3, but not Lats2 kinase dead mutant (deleted ATP pocket, Lats20ATP). Mutational analysis identified two serine residues located at positions 144/145 (S3) to be specifically phosphorylated by wt Lats2. Phosphorylation of proteins has been shown to be a signal for proteolytic degradation of many characterized proteins. Thus we hypothesized that Lats2 could target hSocs3 for proteasomal degradation. When wt Lats2 was over-expressed in HEK293T cells and COST cells, the half-life of hSocs3, as a component of Elongin BC Cullin-based E3 ubiquitin ligase (EBC ligase), decreased significantly. In contrast, aver-expression of the Lats2OATP did not alter the half-life of hSocs3. Furthermore, the stability of hSocs3 depended on phosphorylation of serine residues at positions 144/145 by wt Lats2. Although the sites of phosphorylation were not defined for two other substrate recognition modules of EBC ligasehWsbl and hSocsl, their half-lives also decreased when wt Lats2 was over-expressed. To test in vivo, we synthesized esiRNA to knock-down endogenous Lats2 and subsequently we measured the half-lives of hSocs3 and hVVsb l . Here we demonstrated that the half-lives of hSocs3 and hWsbl were increased by the factor of two in Lats2-depleted HEK293T cells. In conclusion, our findings suggest that Lats2, a CSN associated kinase, is a novel regulator of EBC ligase function by regulating the turn-over of hSocs3, hSocs1 and hWsb1. Thus, Lats2 alters the specificity and capacity of EBC ligases regulating thereby the stability of numerous proteins which are targeted by EBC ligases for proteasomal degradation. Further studies should reveal whether the observed modulation of EBC ligase function by Lats2 associated with a Super-complex is also responsible for the turn-over of cell cycle regulators and the observed alteration in cell cycle by Lats2 over-expression.

Small RNA as global regulator of carbon catabolite repression in Pseudomonas aeruginosa.

In the metabolically versatile bacterium Pseudomonas aeruginosa, the RNA-binding protein Crc is involved in catabolite repression of a range of degradative genes, such as amiE (encoding aliphatic amidase). We found that a CA-rich sequence (termed CA motif) in the amiE translation initiation region was important for Crc binding. The small RNA CrcZ (407 nt) containing 5 CA motifs was able to bind the Crc protein with high affinity and to remove it from amiE mRNA in vitro. Overexpression of crcZ relieved catabolite repression in vivo, whereas a crcZ mutation pleiotropically prevented the utilization of several carbon sources. The sigma factor RpoN and the CbrA/CbrB two-component system, which is known to maintain a healthy carbon-nitrogen balance, were necessary for crcZ expression. During growth on succinate, a preferred carbon source, CrcZ expression was low, resulting in catabolite repression of amiE and other genes under Crc control. By contrast, during growth on mannitol, a poor carbon source, elevated CrcZ levels correlated with relief of catabolite repression. During growth on glucose, an intermediate carbon source, CrcZ levels and amiE expression were intermediate between those observed in succinate and mannitol media. Thus, the CbrA-CbrB-CrcZ-Crc system allows the bacterium to adapt differentially to various carbon sources. This cascade also regulated the expression of the xylS (benR) gene, which encodes a transcriptional regulator involved in benzoate degradation, in an analogous way, confirming this cascade's global role.

Homotopy Batalin-Vilkovisky algebras

This paper provides an explicit cofibrant resolution of the operad encoding Batalin-Vilkovisky algebras. Thus it defines the notion of homotopy Batalin-Vilkovisky algebras with the required homotopy properties. To define this resolution we extend the theory of Koszul duality to operads and properads that are defind by quadratic and linear relations. The operad encoding Batalin-Vilkovisky algebras is shown to be Koszul in this sense. This allows us to prove a Poincare-Birkhoff-Witt Theorem for such an operad and to give an explicit small quasi-free resolution for it. This particular resolution enables us to describe the deformation theory and homotopy theory of BV-algebras and of homotopy BV-algebras. We show that any topological conformal field theory carries a homotopy BV-algebra structure which lifts the BV-algebra structure on homology. The same result is proved for the singular chain complex of the double loop space of a topological space endowed with an action of the circle. We also prove the cyclic Deligne conjecture with this cofibrant resolution of the operad BV. We develop the general obstruction theory for algebras over the Koszul resolution of a properad and apply it to extend a conjecture of Lian-Zuckerman, showing that certain vertex algebras have an explicit homotopy BV-algebra structure.

Persistence and cell culturability of biocontrol strain Pseudomonas fluorescens CHA0 under plough pan conditions in soil and influence of the anaerobic regulator gene anr.

Certain fluorescent pseudomonads can protect plants from soil-borne pathogens, and it is important to understand how these biocontrol agents survive in soil. The persistence of the biocontrol strain Pseudomonas fluorescens CHA0-Rif under plough pan conditions was assessed in non-sterile soil microcosms by counting total cells (immunofluorescence microscopy), intact cells (BacLight membrane permeability test), viable cells (Kogure's substrate-responsiveness test) and culturable cells (colony counts on selective plates) of the inoculant. Viable but non-culturable cells of CHA0-Rif (106 cells g-1 soil) were found in flooded microcosms amended with fermentable organic matter, in which the soil redox potential was low (plough pan conditions), in agreement with previous observations of plough pan samples from a field inoculated with CHA0-Rif. However, viable but non-culturable cells were not found in unamended flooded, amended unflooded or unamended unflooded (i.e. control) microcosms, suggesting that such cells resulted from exposure of CHA0-Rif to a combination of low redox potential and oxygen limitation in soil. CHA0-Rif is strictly aerobic. Its anaerobic regulator ANR is activated by low oxygen concentrations and it controls production of the biocontrol metabolite hydrogen cyanide under microaerophilic conditions. Under plough pan conditions, an anr-deficient mutant of CHA0-Rif and its complemented derivative displayed the same persistence pattern as CHA0-Rif, indicating that anr was not implicated in the formation of viable but non-culturable cells of this strain at the plough pan.

p21WAF1/Cip1 is a negative transcriptional regulator of Wnt4 expression downstream of Notch1 activation.

In keratinocytes, the cyclin/CDK inhibitor p21(WAF1/Cip1) is a direct transcriptional target of Notch1 activation; loss of either the p21 or Notch1 genes expands stem cell populations and facilitates tumor development. The Notch1 tumor-suppressor function was associated with down-regulation of Wnt signaling. Here, we show that suppression of Wnt signaling by Notch1 activation is mediated, at least in part, by down-modulation of Wnts gene expression. p21 is a negative regulator of Wnts transcription downstream of Notch1 activation, independently of effects on the cell cycle. More specifically, expression of the Wnt4 gene is under negative control of endogenous p21 both in vitro and in vivo. p21 associates with the E2F-1 transcription factor at the Wnt4 promoter and causes curtailed recruitment of c-Myc and p300, and histone hypoacetylation at this promoter. Thus, p21 acts as a selective negative regulator of transcription and links the Notch and Wnt signaling pathways in keratinocyte growth control.

Correlação linear e espacial entre o rendimento de grãos do feijoeiro e a resistência mecânica à penetração em um Latossolo Vermelho distrófico

A resistência mecânica à penetração apresentada pelo solo exerce grande influência sobre o desenvolvimento vegetal, uma vez que o crescimento das raízes, assim como o rendimento das culturas, varia de forma inversamente proporcional ao seu valor. No ano agrícola de 2001/2002, na Fazenda Experimental de Ensino e Pesquisa da Faculdade de Engenharia/UNESP - Campus de Ilha Solteira, foram analisados o rendimento de grãos do feijoeiro (PG) e a resistência mecânica à penetração (R), de um Latossolo Vermelho distrófico. O objetivo foi apurar diretrizes relacionadas com o aumento da produtividade agrícola em questão, estudando a correlação linear e a espacial entre a PG e a R. Foi instalada uma rede geoestatística para a coleta dos dados do solo e da planta, estabelecida com espaçamentos de 5 x 5 m e 2,5 x 2,5 m, que continham 120 pontos amostrais distribuídos numa área de 1.875 m². A correlação linear entre a PG e a R foi praticamente nula, uma vez que, dependendo das profundidades estudadas do solo, apresentou coeficientes de correlação (r) menores do que 0,20. A análise geoestatística apresentou boa estrutura de dependência espacial, tanto para a PG quanto para a R, quando analisadas isoladamente. Entretanto, a análise espacial conjunta de tais atributos apresentou-se inconsistente. Assim, com o aumento da resistência mecânica à penetração, em determinada região do solo ocorreu ora aumento, ora diminuição do rendimento de grãos do feijoeiro.

Super-resolution of remotely sensed images with variable-pixel linear reconstruction

This paper describes the development and applications of a super-resolution method, known as Super-Resolution Variable-Pixel Linear Reconstruction. The algorithm works combining different lower resolution images in order to obtain, as a result, a higher resolution image. We show that it can make significant spatial resolution improvements to satellite images of the Earth¿s surface allowing recognition of objects with size approaching the limiting spatial resolution of the lower resolution images. The algorithm is based on the Variable-Pixel Linear Reconstruction algorithm developed by Fruchter and Hook, a well-known method in astronomy but never used for Earth remote sensing purposes. The algorithm preserves photometry, can weight input images according to the statistical significance of each pixel, and removes the effect of geometric distortion on both image shape and photometry. In this paper, we describe its development for remote sensing purposes, show the usefulness of the algorithm working with images as different to the astronomical images as the remote sensing ones, and show applications to: 1) a set of simulated multispectral images obtained from a real Quickbird image; and 2) a set of multispectral real Landsat Enhanced Thematic Mapper Plus (ETM+) images. These examples show that the algorithm provides a substantial improvement in limiting spatial resolution for both simulated and real data sets without significantly altering the multispectral content of the input low-resolution images, without amplifying the noise, and with very few artifacts.

Associations of Serum Uric Acid and SLC2A9 Variant with Depressive and Anxiety Disorders: A Population-Based Study.

BACKGROUND: Limited information exists regarding the association between serum uric acid (SUA) and psychiatric disorders. We explored the relationship between SUA and subtypes of major depressive disorder (MDD) and specific anxiety disorders. Additionally, we examined the association of SLC2A9 rs6855911 variant with anxiety disorders. METHODS: We conducted a cross-sectional analysis on 3,716 individuals aged 35-66 years previously selected for the population-based CoLaus survey and who agreed to undergo further psychiatric evaluation. SUA was measured using uricase-PAP method. The French translation of the semi-structured Diagnostic Interview for Genetic Studies was used to establish lifetime and current diagnoses of depression and anxiety disorders according to the DSM-IV criteria. RESULTS: Men reported significantly higher levels of SUA compared to women (357±74 µmol/L vs. 263±64 µmol/L). The prevalence of lifetime and current MDD was 44% and 18% respectively while the corresponding estimates for any anxiety disorders were 18% and 10% respectively. A quadratic hockey-stick shaped curve explained the relationship between SUA and social phobia better than a linear trend. However, with regards to the other specific anxiety disorders and other subtypes of MDD, there was no consistent pattern of association. Further analyses using SLC2A9 rs6855911 variant, known to be strongly associated with SUA, supported the quadratic relationship observed between SUA phenotype and social phobia. CONCLUSIONS: A quadratic relationship between SUA and social phobia was observed consistent with a protective effect of moderately elevated SUA on social phobia, which disappears at higher concentrations. Further studies are needed to confirm our observations.

A filtering method to correct time-lapse 3D ERT data and improve imaging of natural aquifer dynamics

We have developed a processing methodology that allows crosshole ERT (electrical resistivity tomography) monitoring data to be used to derive temporal fluctuations of groundwater electrical resistivity and thereby characterize the dynamics of groundwater in a gravel aquifer as it is infiltrated by river water. Temporal variations of the raw ERT apparent-resistivity data were mainly sensitive to the resistivity (salinity), temperature and height of the groundwater, with the relative contributions of these effects depending on the time and the electrode configuration. To resolve the changes in groundwater resistivity, we first expressed fluctuations of temperature-detrended apparent-resistivity data as linear superpositions of (i) time series of riverwater-resistivity variations convolved with suitable filter functions and (ii) linear and quadratic representations of river-water-height variations multiplied by appropriate sensitivity factors; river-water height was determined to be a reliable proxy for groundwater height. Individual filter functions and sensitivity factors were obtained for each electrode configuration via deconvolution using a one month calibration period and then the predicted contributions related to changes in water height were removed prior to inversion of the temperature-detrended apparent-resistivity data. Applications of the filter functions and sensitivity factors accurately predicted the apparent-resistivity variations (the correlation coefficient was 0.98). Furthermore, the filtered ERT monitoring data and resultant time-lapse resistivity models correlated closely with independently measured groundwater electrical resistivity monitoring data and only weakly with the groundwater-height fluctuations. The inversion results based on the filtered ERT data also showed significantly less inversion artefacts than the raw data inversions. We observed resistivity increases of up to 10% and the arrival time peaks in the time-lapse resistivity models matched those in the groundwater resistivity monitoring data.