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1

SERRATRICE, LUDOVICA, ANTONELLA SORACE, FRANCESCA FILIACI y MICHELA BALDO. "Bilingual children's sensitivity to specificity and genericity: Evidence from metalinguistic awareness". Bilingualism: Language and Cognition 12, n.º 2 (abril de 2009): 239–57. http://dx.doi.org/10.1017/s1366728909004027.

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A number of recent studies have argued that bilingual children's language comprehension and production may be affected by cross-linguistic influence. The overall aim of this study was to investigate whether the ability to judge the grammaticality of a construction in one language is affected by knowledge of the corresponding construction in the other language. We investigated how English–Italian and Spanish–Italian bilingual children and monolingual peers judged the grammaticality of plural NPs in specific and generic contexts in English and in Italian. We also explored whether language of the community, age, and the typological relatedness of the bilinguals’ two languages significantly affected their performance. While performance in English was overall poor, no significant differences existed between the English–Italian bilinguals and the monolinguals. In contrast, we found that knowledge of English affected the bilinguals’ ability to discriminate between grammatical and ungrammatical sentences in Italian. The English–Italian bilinguals were significantly less accurate than both the monolinguals and the Spanish–Italian bilinguals in a task where they simply had to rely on the local definite article cue to reject ungrammatical bare plurals in generic contexts. Language of the community and age also played a significant role in children's accuracy.
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Neisse, Ricardo, Alexander Pretschner y Valentina Di Giacomo. "A Trustworthy Usage Control Enforcement Framework". International Journal of Mobile Computing and Multimedia Communications 5, n.º 3 (julio de 2013): 34–49. http://dx.doi.org/10.4018/jmcmc.2013070103.

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Usage control policies specify restrictions on the handling of data after access has been granted. The authors present the design and implementation of a framework for enforcing usage control requirements and demonstrate its genericity by instantiating it to two different levels of abstraction, those of the operating system and an enterprise service bus. This framework consists of a policy language, an automatic conversion of policies into enforcement mechanisms, and technology implemented on the grounds of trusted computing technology that makes it possible to detect tampering with the infrastructure. The authors show how this framework can, among other things, be used to enforce separation-of-duty policies. The authors provide a performance analysis.
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3

Barskov, V. V., A. V. Bubnov y A. N. Kirichenko. "Features of practical application of electric power system’s stability estimation methods". Omsk Scientific Bulletin, n.º 174 (2020): 46–51. http://dx.doi.org/10.25206/1813-8225-2020-174-46-51.

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Timeliness of the topic is conditioned by the need to keep up ample of static and transient stability margins in modern electrical power systems. The article object is to give a determination of present methods of evaluating damping of systems with synchronous machines, in the context of their effectiveness. And also to estimate the effectiveness of these methods in the performance of the task concerned with selecting best settings of automatic excitation regulators of synchronous generators. This analysis led us to the conclusions, in particular, about possibility to apply the root locus methods in estimating stability of electrical power systems, and also about genericity of the matrix method with the use of QR-algorithm, which is widely used in practice of calculating stability
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4

GRELCK, CLEMENS y SVEN-BODO SCHOLZ. "SAC — FROM HIGH-LEVEL PROGRAMMING WITH ARRAYS TO EFFICIENT PARALLEL EXECUTION". Parallel Processing Letters 13, n.º 03 (septiembre de 2003): 401–12. http://dx.doi.org/10.1142/s0129626403001379.

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SAC is a purely functional array processing language designed with numerical applications in mind. It supports generic, high-level program specifications in the style of APL. However, rather than providing a fixed set of built-in array operations, SAC provides means to specify such operations in the language itself in a way that still allows their application to arrays of any rank and size. This paper illustrates the major steps in compiling generic, rank- and shape-invariant SAC specifications into efficiently executable multithreaded code for parallel execution on shared memory multiprocessors. The effectiveness of the compilation techniques is demonstrated by means of a small case study on the PDE1 benchmark, which implements 3-dimensional red/black successive over-relaxation. Comparisons with HPF and ZPL show that despite the genericity of code, SAC achieves highly competitive runtime performance characteristics.
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5

Oukhouya, Lamya, Anass El haddadi, Brahim Er-raha y Hiba Asri. "A generic metadata management model for heterogeneous sources in a data warehouse". E3S Web of Conferences 297 (2021): 01069. http://dx.doi.org/10.1051/e3sconf/202129701069.

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For more than 30 decades, data warehouses have been considered the only business intelligence storage system for enterprises. However, with the advent of big data, they have been modernized to support the variety and dynamics of data by adopting the data lake as a centralized data source for heterogeneous sources. Indeed, the data lake is characterized by its flexibility and performance when storing and analyzing data. However, the absence of schema on the data during ingestion increases the risk of the transformation of the data lake into a data swamp, so the use of metadata management is essential to exploit the data lake. In this paper, we will present a conceptual metadata management model for the data lake. Our solution will be based on a functional architecture of the data lake as well as on a set of features allowing the genericity of the metadata model. Furthermore, we will present a set of transformation rules, allowing us to translate our conceptual model into an owl ontology.
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Baffoin, Romain, Guillaume Charrier, Anne-Emilie Bouchardon, Marc Bonhomme, Thierry Améglio y André Lacointe. "Seasonal changes in carbohydrates and water content predict dynamics of frost hardiness in various temperate tree species". Tree Physiology 41, n.º 9 (22 de febrero de 2021): 1583–600. http://dx.doi.org/10.1093/treephys/tpab033.

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Abstract Predicting tree frost tolerance is critical to select adapted species according to both the current and predicted future climate. The relative change in water to carbohydrate ratio is a relevant trait to predict frost acclimation in branches from many tree species. The objective of this study is to demonstrate the interspecific genericity of this approach across nine tree species. In the studied angiosperm species, frost hardiness dynamics were best correlated to a decrease in water content at the early stage of acclimation (summer and early autumn). Subsequently, frost hardiness dynamics were more tightly correlated to soluble carbohydrate contents until spring growth resumption. Based on different model formalisms, we predicted frost hardiness at different clade levels (angiosperms, family, genus and species) with high to moderate accuracy (1.5–6.0 °C root mean squared error (RMSE)) and robustness (2.8–6.1 °C prediction RMSE). The TOT model, taking all soluble carbohydrate and polyols into account, was more effective and adapted for large scale studies aiming to explore frost hardiness across a wide range of species. The ISC model taking the individual contribution of each soluble carbohydrate molecule into account was more efficient at finer scale such as family or species. The ISC model performance also suggests that the role of solutes cannot be reduced to a ‘bulk’ osmotic effect as could be computed if all of them were located in a single, common, compartment. This study provides sets of parameters to predict frost hardiness in a wide range of species, and clues for targeting specific carbohydrate molecules to improve frost hardiness.
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7

Maklakov, Alexander S., Tao Jing, Alexander A. Nikolaev y Vadim R. Gasiyarov. "Grid Connection Circuits for Powerful Regenerative Electric Drives of Rolling Mills: Review". Energies 15, n.º 22 (17 de noviembre de 2022): 8608. http://dx.doi.org/10.3390/en15228608.

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AC regenerative electric drives (AC REDs) are widely used in metallurgical rolling due to their reliability, efficiency, and power sufficient to maintain the process. This paper reviews the latest achievements in building the grid connection circuits for the main AC REDs of rolling mills. The paper discusses multipulse connection circuits formed by various transformer types and algorithms for preprogrammed pulse-width modulation with selective harmonic elimination technique (PPWM with SHE) of three-level active front ends (AFE), provides the theoretical and practical measurement results, and gives recommendations for improving existing systems. For 6-, 12-, and 18-pulse grid connection circuits, switching patterns of AFE semiconductor modules with a smooth downward trend within the modulation index range from 0.7 to 1.15 are provided. A simulation was performed under comparable conditions on simulation models in the Matlab/Simulink to objectively evaluate the performance and opportunities of 6-, 12-, and 18-pulse grid connection circuits, including the three-level AFE and transformer specifications. The waveforms and spectra of the grid currents and transformer secondary winding phase currents are shown; total harmonic distortion (THD) factors have been calculated up to the 60th harmonic for various PPWM with SHE patterns. The results of simulation and experimental measurement on operating equipment have been compared. The paper is expected to provide a broad overview of multipulse connection circuits of the rolling mill’s main AC REDs, in particular, identify the latest solutions capable of significantly improving their electromagnetic compatibility with the grid. The results obtained are of high genericity and can be used by researchers and engineers to provide the electromagnetic compatibility of non-linear consumers in similar circuits, as well as design them.
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Munsamy, Megashnee, Arnesh Telukdarie y Johannes Fresner. "Business process centric energy modelling". Business Process Management Journal 25, n.º 7 (14 de octubre de 2019): 1867–90. http://dx.doi.org/10.1108/bpmj-08-2018-0217.

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Purpose Sustainability is an accepted measure of business performance, with reductions in energy demand a commonly practised sustainability initiative by multinational corporations (MNCs). Traditional energy models have limited scope when applied to the entire MNC as the models exhibit high data and time intensity, high technical proficiency, specificity of application and omission of non-manufacturing activities. The purpose of this paper is to propose a process centric energy model (PCEM), which adopts a novel approach of applying business processes for business energy assessment and optimisation. Business processes are a fundamental requirement of MNCs across all sectors. The defining features of the proposed model are genericity, reproducibility, minimum user input data, reduced modelling time and energy evaluation of non-manufacturing activities. The approach forwards the adoption of Industry 4.0, a subset of which focuses on business process automation or part thereof. Design/methodology/approach A quantitative approach is applied in development of the PCEM. The methodology is demonstrated by application to the procure to pay and electroplating business processes. Findings The PCEM quantifies and optimises the business energy demand and associated carbon dioxide emissions of the procure to pay and electroplating business processes, validating the application of business processes. The application demonstrates minimum user inputs as only equipment operational parameters are required and minimum modelling time as business process models and optimisation options are pre-defined requiring only user modification. As MNCs have common business processes across multiple sites, once a business process energy demand is quantified, its inputs are applied as the default in the proceeding sites, only requiring updating. The model has no specialist skills requirement enabling business wide use and eliminating costs associated with training and expert’s services. The business processes applied in the evaluation are developed by the researchers and are not as comprehensive as those in actual MNCs, but is sufficiently detailed to accurately calculate an MNC energy demand. The model databases are not exhaustive of all resources found in MNCs. Originality/value This paper provides a new approach to MNC business energy assessment and optimisation. The model can be applied to MNEs across all sectors. The model allows the integration of manufacturing and non-manufacturing activities, as it occurs in practice, providing holistic business energy assessment and optimisation. The model analyses the impacts of the adoption of Industry 4.0 technologies on business energy demand, CO2 emission and personnel hours.
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Lelong, Romain, Lina F. Soualmia, Julien Grosjean, Mehdi Taalba y Stéfan J. Darmoni. "Building a Semantic Health Data Warehouse in the Context of Clinical Trials: Development and Usability Study". JMIR Medical Informatics 7, n.º 4 (20 de diciembre de 2019): e13917. http://dx.doi.org/10.2196/13917.

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Background The huge amount of clinical, administrative, and demographic data recorded and maintained by hospitals can be consistently aggregated into health data warehouses with a uniform data model. In 2017, Rouen University Hospital (RUH) initiated the design of a semantic health data warehouse enabling both semantic description and retrieval of health information. Objective This study aimed to present a proof of concept of this semantic health data warehouse, based on the data of 250,000 patients from RUH, and to assess its ability to assist health professionals in prescreening eligible patients in a clinical trials context. Methods The semantic health data warehouse relies on 3 distinct semantic layers: (1) a terminology and ontology portal, (2) a semantic annotator, and (3) a semantic search engine and NoSQL (not only structured query language) layer to enhance data access performances. The system adopts an entity-centered vision that provides generic search capabilities able to express data requirements in terms of the whole set of interconnected conceptual entities that compose health information. Results We assessed the ability of the system to assist the search for 95 inclusion and exclusion criteria originating from 5 randomly chosen clinical trials from RUH. The system succeeded in fully automating 39% (29/74) of the criteria and was efficiently used as a prescreening tool for 73% (54/74) of them. Furthermore, the targeted sources of information and the search engine–related or data-related limitations that could explain the results for each criterion were also observed. Conclusions The entity-centered vision contrasts with the usual patient-centered vision adopted by existing systems. It enables more genericity in the information retrieval process. It also allows to fully exploit the semantic description of health information. Despite their semantic annotation, searching within clinical narratives remained the major challenge of the system. A finer annotation of the clinical texts and the addition of specific functionalities would significantly improve the results. The semantic aspect of the system combined with its generic entity-centered vision enables the processing of a large range of clinical questions. However, an important part of health information remains in clinical narratives, and we are currently investigating novel approaches (deep learning) to enhance the semantic annotation of those unstructured data.
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Rolland, Jakez, Ronan Boutin, Damien Eveillard y Benoit Delahaye. "Datascape: exploring heterogeneous dataspace". Scientific Reports 14, n.º 1 (5 de abril de 2024). http://dx.doi.org/10.1038/s41598-024-52493-7.

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AbstractData science is a powerful field for gaining insights, comparing, and predicting behaviors from datasets. However, the diversity of methods and hypotheses needed to abstract a dataset exhibits a lack of genericity. Moreover, the shape of a dataset, which structures its contained information and uncertainties, is rarely considered. Inspired by state-of-the-art manifold learning and hull estimations algorithms, we propose a novel framework, the datascape, that leverages topology and graph theory to abstract heterogeneous datasets. Built upon the combination of a nearest neighbor graph, a set of convex hulls, and a metric distance that respects the shape of the data, the datascape allows exploration of the dataset’s underlying space. We show that the datascape can uncover underlying functions from simulated datasets, build predictive algorithms with performance close to state-of-the-art algorithms, and reveal insightful geodesic paths between points. It demonstrates versatility through ecological, medical, and simulated data use cases.
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11

Nakashima, Masumi. "Has the COVID-19 Pandemic Changed Firms’ Management Discussion and Analysis Disclosure Approach? Evidence from Japan". Journal of Forensic Accounting Research, 1 de octubre de 2023, 1–25. http://dx.doi.org/10.2308/jfar-2022-023.

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ABSTRACT This study examines whether the COVID-19 pandemic changes Japanese firms’ approach to management discussion and analysis (MD&A) disclosure. Based on readability (text genericity) and tone, I investigate whether management obfuscate text during the pandemic or attempt to provide information. Additionally, I examine whether bad news is inherently difficult to read based on the difficulty of the text. During the pandemic, the tone value of MD&A disclosure is negative in fraudulent firms and more negative in nonfraudulent firms. Both types of firms attempt to communicate their company’s situation with honesty, thus satisfying the legitimacy criterion of communicative action theory. This result is not consistent with the results for Europe and the United States, where readability is lower. As a disaster-prone country, Japanese managers may find it easier to share deteriorating firm performance with investors. Nonfraudulent firms also increase textual difficulty during the pandemic, which supports ontology theory. Data Availability: Data are available from sources identified in the paper. JEL Classifications: M41; M42.
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Lovic, Gauthier y Ishikawa Yohei. "HDLRuby: A Ruby Extension for Hardware Description and its Translation to Synthesizable Verilog HDL". ACM Transactions on Embedded Computing Systems, febrero de 2023. http://dx.doi.org/10.1145/3581757.

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HDLRuby is a new hardware description language defined as an extension of the Ruby programming language aiming to improve circuit design productivity. HDLRuby allows to model digital circuits at the register transfer level while supporting high-level paradigms comprising object-oriented programming, genericity, metaprogramming, and reflection. By construction, HDLRuby can also execute any code in Ruby and supports all of its libraries. Yet, even if high-level features are beneficial for design productivity, such advantages can be negated if the design tools are not efficient enough for producing in reasonable time quality hardware. This paper investigates this issue by presenting the techniques used for compiling HDLRuby descriptions and by evaluating their performance. In detail, it explains how the language has been implemented and how it is translated to synthesizable Verilog HDL. Experiments are then presented for confirming the productivity gain of using HDLRuby and for evaluating the performance of the translation, the size of the resulting code, and the time required by a commercially available synthesis tool to produce an FPGA configuration from it. The HDLRuby descriptions used for the experiments include a set of repetitive designs for single construct evaluations and the implementation of generic convolution neural networks for real-life applications. For these evaluations, the translation time proves to be more than 10 times shorter than the synthesis time.
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Favreau, Bénédicte, Camille Gaal, Isabela Pereira de Lima, Gaétan Droc, Sandrine Roques, Armel Sotillo, Florence Guérard et al. "A multi‐level approach reveals key physiological and molecular traits in the response of two rice genotypes subjected to water deficit at the reproductive stage". Plant-Environment Interactions, 15 de septiembre de 2023. http://dx.doi.org/10.1002/pei3.10121.

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AbstractRice is more vulnerable to drought than maize, wheat, and sorghum because its water requirements remain high throughout the rice life cycle. The effects of drought vary depending on the timing, intensity, and duration of the events, as well as on the rice genotype and developmental stage. It can affect all levels of organization, from genes to the cells, tissues, and/or organs. In this study, a moderate water deficit was applied to two contrasting rice genotypes, IAC 25 and CIRAD 409, during their reproductive stage. Multi‐level transcriptomic, metabolomic, physiological, and morphological analyses were performed to investigate the complex traits involved in their response to drought. Weighted gene network correlation analysis was used to identify the specific molecular mechanisms regulated by each genotype, and the correlations between gene networks and phenotypic traits. A holistic analysis of all the data provided a deeper understanding of the specific mechanisms regulated by each genotype, and enabled the identification of gene markers. Under non‐limiting water conditions, CIRAD 409 had a denser shoot, but shoot growth was slower despite better photosynthetic performance. Under water deficit, CIRAD 409 was weakly affected regardless of the plant level analyzed. In contrast, IAC 25 had reduced growth and reproductive development. It regulated transcriptomic and metabolic activities at a high level, and activated a complex gene regulatory network involved in growth‐limiting processes. By comparing two contrasting genotypes, the present study identified the regulation of some fundamental processes and gene markers, that drive rice development, and influence its response to water deficit, in particular, the importance of the biosynthetic and regulatory pathways for cell wall metabolism. These key processes determine the biological and mechanical properties of the cell wall and thus influence plant development, organ expansion, and turgor maintenance under water deficit. Our results also question the genericity of the antagonism between morphogenesis and organogenesis observed in the two genotypes.
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Le Floc’h, N., F. Gondret y R. Resmond. "Identification of blood immune and metabolic indicators explaining the variability of growth of pigs under contrasted sanitary conditions". BMC Veterinary Research 17, n.º 1 (15 de abril de 2021). http://dx.doi.org/10.1186/s12917-021-02872-3.

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Abstract Background Health and growth of pigs are affected by the hygiene of housing. Lower growth performance observed in poor hygiene of housing conditions is explained by reduced feed intake and metabolic changes caused by the activation of body defences. In a previous experiment, we reported contrasted average values of body weight gain, concentrations of circulating metabolites, redox and immune indicators in blood of pigs housed in good or poor hygiene conditions during the growing period. This study addressed inter-individual variability in these responses to determine whether a particular blood profile explains average daily gain (ADG) of the pig. Results The data originated from 160 growing pigs, half of which subjected to a hygiene challenge for 6 weeks (W0 to W6) and the others housed in good hygiene conditions. Pigs originated from two lines divergently selected for residual feed intake (RFI). Individual body weights were recorded during this period, and relative ADG (rADGW0-W6) was calculated as the ADG corrected by the initial body weight measured at W0. Blood samples were taken before (W0) and 3 weeks (W3) after the beginning of the challenge. The analysed dataset consisted of 51 metabolites and indicators of immune and inflammatory responses measured on 136 pigs having no missing value for any variables, when calculated as the differences W3 minus W0 in circulating concentrations. An algorithm tested all possible linear regression models and then selected the best ones to explain rADGW0-W6. Six variables were identified across the best models and correlated with rADGW0-W6 with a goodness of fit (adjusted R2) of about 67%. They were changes in haptoglobin, global antioxidant capacity of plasma (Biological Antioxidant Power or BAP), free fatty acids, and 3 amino acids: leucine, tryptophan, and 1-methylhistidine. The effects of housing conditions and RFI lines were comprised in the variables of the selected models and none of these conditions improved accuracy of the predictive models, leading to genericity of the pinpointed metabolic changes in relation to variability of ADG. Conclusions This approach allows us to identify blood variables, whose changes in blood concentrations correlated to ADG under contrasted sanitary conditions.
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Koh, Wilson. ""Gently Caress Me, I Love Chris Jericho": Pro Wrestling Fans "Marking Out"". M/C Journal 12, n.º 2 (13 de mayo de 2009). http://dx.doi.org/10.5204/mcj.143.

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“A bunch of faggots for watching men hug each other in tights.”For the past five Marches, World Wrestling Entertainment (WWE) has produced an awards show which honours its aged former performers, such as Jimmy “Superfly” Snuka and Ricky “The Dragon” Steamboat, as pro-wrestling Legends. This awards show, according to WWE, is ‘an elegant, emotional, star-studded event that recognizes the in-ring achievements of the inductees and offers historical insights into this century-old sports-entertainment attraction’ (WWE.com, n.p.). In an episodic storyline leading up to the 2009 awards, however, the real-life personal shortcomings of these Legends have been brought to light, and subsequently mocked in one-on-one interview segments with WWE’s Superstar of the Year 2008, the dastardly Chris Jericho. Jericho caps off these tirades by physically assaulting the Legends with handy stage props. Significantly, the performances of Jericho and his victims have garnered positive attention not only from mass audiences unaware of backstage happenings in WWE, but also from the informed community of pro-wrestling fans over at the nihilistic humour website SomethingAwful. During Jericho’s assault on the Legend Jimmy “Superfly” Snuka at the March 02 WWE Raw event, a WWE-themed forum thread on SomethingAwful logged over sixty posts all reiterating variations of ‘gently caress me Jericho is amazing’ (Jerusalem, n.p.). This is despite the community’s passive-aggressive and ironically jaded official line that they indeed are ‘a bunch of faggots for watching men hug each other in tights. Thank you for not telling us this several times’ (HulkaMatt, n.p.). Why were these normally cynical fans of WWE enthusiastically expressing their love for the Jericho-Legends feud? In order to answer this question, this paper argues that the feud articulates not only the ideal of the “giving wrestler”, but also Roland Barthes’s version of jouissance. Consuming and commenting on WWE texts within the SomethingAwful community is further argued to be a performative ritual in which informed wrestling fans distance themselves from audiences they perceive as uncritical and ill-informed cultural dupes. The feud, then, allows the SomethingAwful fans to perform enthusiasm on two interconnected levels: they are not only able to ironically cheer on Jericho’s morally reprehensible actions, but also to genuinely appreciate the present-day in-ring efforts of the Legends. The Passion of the SuperflyTo properly contextualise this paper, though, the fact that “pro wrestling is fake” needs to be reiterated. Each match is a choreographed sequence of moves. Victory does not result from landing more damaging bodyslams than one's opponent, but is instead predetermined by scriptwriters—among whom wrestlers are typically not numbered—backstage. In the 1950s, Roland Barthes thus commented that pro wrestling ‘is not a sport, it is a spectacle’ (Mythologies 13). Yet, pro wrestling remains popular because this theatricality allows for the display of spectacular excesses of passion—here Barthes not only means “an intensity of emotion”, but refers to the physically tortured heroes of medieval passion plays as well—giving it an advantage over the legitimate sport of amateur wrestling. ‘It is obvious that at such a pitch, it no longer matters whether the passion is genuine or not. What the public wants is the image of passion, not passion itself’ (Mythologies 16). This observation still holds true in today’s WWE. On one hand, the SomethingAwful fans go ‘gently caress Jericho, [Superfly] will MURDER you’ (Jerusalem, n.p.) in disapproval of Jericho’s on-screen actions. In the same thread, though, they simultaneously fret over him being slightly injured from an off-screen real life accident. ‘Jericho looks busted up on his forehead. Dang’ (Carney, n.p.).However, Barthes’s observations, while seminal, are not the be-all and end-all of pro wrestling scholarship. The industry has undergone a significant number of changes since the 1950s. Speeches and interview segments are now seen as essential tools for furthering storylines. Correspondingly, they are given ample TV time. At over ten minutes, the Jericho-“Superfly” confrontation from the March 02 Raw is longer than both the matches following it, and a fifteen minute conversation between two top wrestlers capstones these two matches. Henry Jenkins has thus argued that pro wrestling is a male-targeted melodrama. Its ‘writers emphasize many traits that [legitimate sports such as] football share with melodrama-the clear opposition between characters, the sharp alignment of audience identification, abrupt shifts in fortune, and an emotionally satisfying resolution’ (Jenkins, “Never Trust a Snake” 81). Unlike football, though, the predetermined nature of pro wrestling means that its events can be ‘staged to ensure maximum emotional impact and a satisfying climax’ (Jenkins, “Never Trust a Snake” 81). Further, Jenkins notes that shouting is preferred over tears as an outlet for male affect. It ‘embodies externalised emotion; it is aggressive and noisy. Women cry from a position of emotional (and often social) vulnerability; men shout from a position of physical and social strength (however illusory)’ (Jenkins, “Never Trust a Snake” 80). Pro wrestling is seen to encourage this outlet for affect by offering its viewers spectacles of male physical prowess to either castigate or cheer. Jericho’s assault of the Legends, coupled with his half-screaming, half-shouting taunts of “‘Hall of Famer’? ‘Hall of Famer’ of what? You’re a has-been! Just like all the rest!” could be read to fit within this paradigm as well. Smarts vs. MarksWWE has repeatedly highlighted its scripted nature in recent years. During a 2007 CNN interview, for instance, WWE Chairman Vince McMahon constantly refers to his product as “entertainment” and laughingly agrees that “it’s all story” when discussing his on-screen interactions with his long-lost midget “son” (Griffin, n.p.). These overt acknowledgments that WWE is a highly choreographed melodrama have boosted the growth of a fan demographic referred to the "smart" in pro-wrestling argot. This “smart” fan is a figure for whom the fabricated nature of pro-wrestling necessitates an engagement with the WWE spectacle at a different level from mass audiences. The “smart” not only ‘follow[s] the WWE not just to see the shows, but to keep track of what “the Fed[eration]” is doing’ (McBride and Bird 170) with regards to off-camera events, but also 'has knowledge of the inner-workings of the wrestling business’ (PWTorch, n.p.). One of the few “GOLD”-rated threads on the SomethingAwful smart forums, accordingly, is titled “WWE News and Other Top Stories, The Insider Thread”, and has nearly 400 000 views and over 1000 posts. As a result, the smarts are in a subject position of relative insider-ness. They consume the WWE spectacle at a deeper level—one which functions roughly like an apparatus of capture for the critical/cynical affect mobilised around the binary of ‘real’ and ‘fake’—yet ultimately remain captured by the spectacle through their autodidact enthusiasm for knowledge which uncovers its inner workings.By contrast, there is the category of the “mark” fan. These “marks” are individuals who remain credulous in their reception of WWE programming. As cuteygrl08 writes regarding a recent WWE storyline involving brotherly envy:I LOVE JEFF HARDY!!!! i cried when i heard his brother say all the crap about him!! kinda weird but i love him and this video is soooo good!! JEFF hardy loves his fans and his fans love him no matter what he does i'll always love JEFF HARDY!!!!!!!!!!! (n.p.)This unstinting faith in the on-screen spectacle is understandable insofar as WWE programming trades upon powerful visual markers of authenticity—nearly-bare bodies, sweat, pained facial expressions­—and complements them with the adrenaline-producing beats of thrash metal and hard rock. Yet, smarts look down upon marks like cuteygrl08, seeing them as Frankfurt School-era hypnotised sots for whom the WWE spectacle is ‘the common ground of the deceived gaze and of false consciousness’ (Debord 117), and additionally as victims of a larger media industry which specialises in mass deception (Horkheimer and Adorno 41). As Lawrence McBride and Elizabeth Bird observe:Marks appear to believe in the authenticity of the competition—Smarts see them as the stereotypical dupes imagined by wrestling critics. Smarts approach the genre of wrestling as would-be insiders, while Marks root unreflexively for the most popular faces. Smart fans possess truly incredible amounts of knowledge about the history of wrestling, including wrestler’s real names and career histories, how various promotions began and folded, who won every Wrestlemania ever. Smart fan informants defined a Mark specifically as someone who responds to wrestling in the way intended by the people who write the storylines (the bookers), describing Marks with statements such as “Kids are Marks.” or “We were all Marks when we were kids.” Smarts view Marks with scorn. (169)Perhaps feeding on the antagonistic binaries drawn by WWE programming, there exists an “us vs them” binary in smart fan communities. Previous research has shown that fan communities often rigidly police the boundaries of “good taste”, and use negatively constructed differences as a means of identity construction (Fiske 448; Jenkins, “Get a Life!” 432; Theodoropoulou 321). This ritual Othering is especially important when supporting the WWE. Smarts are aware that they are fans of a product denigrated by non-fans as ‘trash TV’ (McKinley, n.p.). As Matt Hills finds, fandom is a mode of performative consumption. It is ‘an identity which is (dis)claimed, and which performs cultural work’ (Hills xi). Belonging to the SomethingAwful smart community, thus, exerts its own pressures on the individual smart. There, the smart must perform ‘audiencehood, knowing that other fans will act as a readership for speculation, observation, and commentaries’ (Hills 177). Wrestling, then, is not just to be watched passively. It must be analysed, and critically dissected with reference to the encyclopaedic knowledge treasured by the smart community. Mark commentary has to be pilloried, for despite all the ironic disaffection characterising their posts, the smarts display mark-like behaviour by watching and purchasing WWE programming under their own volition. A near-existential dread is hence articulated when smarts become aware of points where the boundaries between smart and mark overlap, that ‘the creatures that lurk the internet ...carry some of the same interests that we do’ (rottingtrashcan, n.p.). Any commonalities between smarts and marks must thus be disavowed as a surface resemblance: afterall, creatures are simply unthinking appetites, not smart epicures. We’re better than those plebs; in fact, we’re nothing like them any more. Yet, in one of the few forms of direct address in the glossary of smart newsletter PWTorch, to “mark out” is ‘to enthusiastically be into [a storyline] or match as if you [emphasis added] were “a mark”; to suspend one's disbelief for the sake of enjoying to a greater extent a match or [a storyline]’ (PWTorch, n.p.). The existence of the term “marking out” in a smart glossary points to an enjoyably liminal privileged position between that of defensively ironic critic and that of credulous dupe, one where smarts can stop their performance of cooler-than-thou fatigue and enthusiastically believe that there is nothing more to WWE than spontaneous alarms and excursions. The bodily reactions of the Legends in response to Jericho's physical assault helps foster this willing naiveté. These reactions are a distressing break from the generic visual conventions set forth by preceding decades of professional wrestling. As Barthes argues, wrestling is as much concerned with images of spectacular suffering as with narratives of amazing triumphs:the wrestler who suffers in a hold which is reputedly cruel (an arm- lock, a twisted leg) offers an excessive portrayal of Suffering; like a primitive Pieta, he exhibits for all to see his face, exaggeratedly contorted by an intolerable affliction. It is obvious, of course, that in wrestling reserve would be out of place, since it is opposed to the voluntary ostentation of the spectacle, to this Exhibition of Suffering which is the very aim of the fight. (17)Barthes was writing of the primitively filmed wrestling matches of the 1950s notable for their static camera shots. However, WWE wrestlers yet follow this theatrical aesthetic. In the match immediately following Jericho’s bullying of Superfly, Kane considerately jumps the last two feet into a ringside turnbuckle after Mike Knox pushes him into its general vicinity. Kane grunts at the impact while the camera cuts to a low-angled shot of his back—all the better to magnify the visual of the 150 kg Knox now using his bulk to squash Kane. Whenever Jericho himself traps his opponent in his “Walls of Jericho” submission manoeuvre, both their faces are rictuses of passion. His opponent clutches for the safety of the ring ropes, shaking his head in heroic determination. Audiences see Jericho tighten his grip, his own head shaking in villainous purpose. But the Legends do not gyrate around the set when hit. Instead, they invariably slump to the ground, motionless except for weakly spasming to the rhythm of Jericho’s subsequent attacks. This atypical reaction forces audiences—smart and mark alike—to re-evaluate any assumptions that the event constitutes a typical WWE beatdown. Overblown theatricality gives way to a scene which seems more related to everyday experiences with pain: Here's an old man being beaten and whipped by a strong, young man. He's not moving. Not like other wrestlers do. I wonder... The battered bodies of these Legends are then framed in high angle camera shots, making them look ever so much more vulnerable than they were prior to Jericho’s assault. Hence the smart statements gushing that ‘gently caress me Jericho is amazing’ (Jerusalem, n.p.) and that Jericho’s actions have garnered a ‘rear end in a top hat chant [from the crowd]. It has been FOREVER since I heard one of those. I love Chris Jericho’ (Burrito, n.p.).Jouissance and “Marking Out”This uninhibited “marking out” by normally cynical smarts brings to mind Barthes's observation that texts are able to provoke two different kinds of enjoyment in their readers. On one hand, there is the text which provides pleasure born from familiarity. It ‘contents, fills, grants euphoria; [it is] the text that comes from culture and does not break with it, is linked to a comfortable practice of reading’ (Barthes, Image-Music-Text 14). The Knox-Kane match engendered such a been-there-done-that-it's-ok-I-guess overall reaction from smarts. For every ‘Mike Knox throwing Mysterio at Kane was fantastic’ (Burrito, n.p.), there is an ‘Ahahaha jesus Knox [sic] that was the shittiest Hurracanrana sell ever’ (Axisillian, n.p.), and a ‘Hit the beard [sic] it is Knox's weakpoint’ (Eurotrash, n.p.). The pleasant genericity of the match enables and necessitates that these smarts maintain their tactic of ironic posturing. They are able to armchair critique Knox for making his opponent's spinning Hurracanrana throw look painless. Yet they are also allowed to reiterate their camp affection for Knox's large and bushy beard, which remains grotesque even when divorced from a WWE universe that celebrates sculpted physiques.By contrast, Barthes praises the text of rapturous jouissance. It is one where an orgasmic intensity of pleasure is born from the unravelling of its audience’s assumptions, moving them away from their comfort zone. It is a text which ‘imposes a stage of loss, [a] text that discomforts (perhaps to the point of boredom), unsettles the reader's historical, cultural, psychological assumptions, the consistency of his tastes, values, memories, brings to crisis his relation with language’ (Barthes, Image-Music-Text 14). In addition to the atypical physical reactions of the Legends, WWE cynically positions the Jericho-Legends segments during Raw events which also feature slick video montages highlighting the accomplishments of individual Legends. These montages—complete with an erudite and enthusiastic Voice-of-God narrator— introduce the long-retired Legends to marks unfamiliar with WWE's narrative continuity: “Ladies and gentlemen! Rrriiiicky “The Draaagon” Steeeeamboat!”. At the same time, they serve as a visually and aurally impressive highlight-reel-cum-nostalgic-celebration of each Legend's career accomplishments. Their authoritative narration is spliced to clips of past matches, and informs audiences that, for instance, Steamboat was ‘one of the first Superstars to combine technical skills with astounding aerial agility ... in a match widely regarded as one of the best in history, he captured the Intercontinental title from Randy Savage in front of a record-breaking 93 173 fans’ (“Raw #636”, WWE). Following the unassailably authentic video footage of past matches, other retired wrestlers speak candidly in non-WWE stages such as outdoor parks and their own homes about the Legend's strengths and contributions to the industry.The interesting thing about these didactic montages is not so much what they show —Legends mythologised into triumphant Titans — but rather, what they elide. While the Steamboat-centred package does reflect the smart consensus that his Intercontinental bout ‘was a technical classic, and to this day, is still considered one of the greatest matches of all-time’ (NPP, n.p.), it does not mention how Steamboat was treated poorly in the WWE. Despite coming to it as the widely-known World Champion of [the NWA] rival promotion, WWE producers ‘dressed Steamboat up as a dragon and even made him blow fire. ...To boot, he was never acknowledged as a World Champion and [kept losing] to the stars’ (NPP, n.p.). The montages, overtly endorsed by the gigantic WWE logo as they are, are ultimately pleasant illusions which rewrite inconvenient truths while glamorising pleasant memories.Jericho’s speeches, however, sharply break from this celebratory mode. He references Steamboat’s previous success in the NWA, ‘an organisation that according to this company never even existed’(“Raw #636”, WWE). He then castigates Steamboat for being a real-life sellout and alludes to Steamboat having personal problems unmentioned in the montage:It wasn't until you came to the WWE that you sold your soul to all of these parasites [everyone watching] that you became “The Dragon”. A glorified Karate Kid selling headbands and making poses. Feeding into stereotypes. And then you eventually came to the ring with a Komodo Dragon. Literally spitting fire like the circus freak you'd become. It was pathetic. But hey, it's all right as long as you're making a paycheck, right Steamboat? And then when you decided to retire, you ended up like all the rest. Down and out. Broken. Beaten down. Dysfunctional family ...You applied for a job working for the WWE, you got one working backstage, and now here you are. You see, Steamboat, you are a life-long sellout. And now, with the Hall of Fame induction, the loyal dog gets his bone. (WWE)Here, Jericho demonstrates an apparent unwillingness to follow the company line by not only acknowledging the NWA, but also by disrespecting a current WWE backstage authority. Yet, wrestlers having onscreen tangles with their bosses is the norm for WWE. The most famous storyline of the 1990s had “Stone Cold” Steve Austin and the WWE Chairman brutalising each other for months on end, and the fifteen minute verbal exchange mentioned earlier concerns one wrestler previously attacking the Raw General Manager. Rather, it is Jericho’s reinterpretation of Steamboat’s career trajectory which gives the storyline the intensely pleasurable uncertainty of jouissance. His confrontational speeches rupture the celebratory nostalgia of the montages, forcing smarts to apply extra-textual knowledge to them. This is especially relevant in Steamboat’s case. His montage was shown just prior to his meeting with Jericho, ensuring that his iconic status was fresh in the audience’s memory. Vera Dika’s findings on the conflict between memory and history in revisionist nostalgia films are important to remember here. The tension ‘that comes from the juxtaposition of the coded material against the historical context of the film itself ...encourages a new set of meanings to arise’ (Dika 91). Jericho cynically views the seemingly virtuous and heroic Steamboat as a corporate sycophant preying on fan goodwill to enrich his own selfish ends. This viewpoint, troublingly enough for smarts, is supported by their non-WWE-produced extra-textual knowledge, allowing for a meta-level melodrama to be played out. The speeches thus speak directly to smarts, simultaneously confounding and exceeding their expectations. The comfortingly pleasant memories of Steamboat’s “amazing aerial prowess” are de-emphasised, and he is further linked to the stereotypical juvenilia of the once-popular The Karate Kid. They articulate and capitalise upon whatever misgivings smarts may have regarding Steamboat’s real-life actions. Thus, to paraphrase Dika, ‘seen in this clash, [the Jericho-Legends feud] has the structure of irony, producing a feeling of nostalgia, but also of pathos, and registering the historical events as the cause of an irretrievable loss [of a Legend’s dignity]’ (91). “C’mon Legend! Live in the past!” taunts Jericho as he stuffs Superfly’s mouth with bananas and beats him amidst the wreckage of the exactingly reproduced cheap wooden set in the same way that “Rowdy” Roddy Piper did years ago (“RAW #637”, WWE). This literal dismantling of cherished memories results from WWE producers second-guessing the smarts, and providing these fans with an enjoyably uncomfortable jouissance that cleverly confounds the performance of a smart disaffection. “Marking out” —or its performance at least—results.The Giving WrestlerLastly, the general physical passivity of the Legends also ties into the ethos of the “giving wrestler” when combined with the celebratory montages. In a business where performed passion is integral to fan enjoyment, the “giving wrestler” is an important figure who, when hit by a high-risk move, will make his co-worker’s offense look convincing (McBride and Bird 173). He ‘will give his all in a performance to ensure a dual outcome: the match will be spectacular, benefiting the fans, and each wrestler will make his “opponent” look good, helping him “get over with the fans” (McBride and Bird 172). Unsurprisingly, this figure is appreciated by smarts, who ‘often form strong emotional attachments to those wrestlers who go to the greatest lengths to bear the burden of the performance’ (McBride and Bird 173). As described earlier, the understated reactions of the Legends make Jericho’s attacks paradoxically look as though they cause extreme pain. Yet, when this pathetic image of the Legends is combined with the hypermasculine images of them in their heyday, a tragedy with real-life referents is played out on-stage. In one of Jenkins’s ‘abrupt shifts of fortune’ (“Never Trust a Snake” 81), age has grounded these Legends. They can now believably be assaulted with impunity by someone that Steamboat dismisses as ‘a snotty brat wrestler of a kid[sic] ...a hypocrite’ (“Raw #636”, WWE), and even in this, they apparently give their all to make Jericho look viciously “good”, thus exceeding the high expectations of smarts. As an appreciative thread title on SomethingAwful states, ‘WWE Discussion is the RICKY STEAMBOAT OWN [wins] ZONE for 02/23/09’ (HulkaMatt, n.p.) ConclusionThe Jericho-Legends feud culminated the day after the Hall of Fame ceremony, at the WWE’s flagship Wrestlemania event. Actor Mickey Rourke humiliated Jericho for the honour of the Legends, flattening the cocky braggart with a single punch. The maximum degree of moral order possible was thus temporarily restored to an episodic narrative centred around unprovoked acts of violence. Ultimately though, it is important to note the three strategies that WWE used The Legends were scripted to respond feebly to Jericho’s physical assault, slick recap montages were copiously deployed, and Jericho himself was allowed candid metatextual references to incidents that WWE producers normally like to pretend have “never even existed”. All these strategies were impressive in their own right, and they eventually served to reinforce each other. 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