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Record W3174996501 · doi:10.5204/mcj.2813

Your (Internet) Connection Is Unstable

2021· article· en· W3174996501 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueM/C Journal · 2021
Typearticle
Languageen
FieldNeuroscience
TopicNeuroethics, Human Enhancement, Biomedical Innovations
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsZoomPrecarityMandateVideoconferencingThe InternetPublic relationsSociologyBusinessInternet privacyPolitical scienceTelecommunicationsComputer scienceEngineeringWorld Wide WebLaw

Abstract

fetched live from OpenAlex

It has been fifteen months since the World Health Organisation declared the COVID-19 outbreak a global pandemic and the first lockdowns went into effect, dramatically changing the social landscape for millions of individuals worldwide. Overnight, it seemed, Zoom became the default platform for video conferencing, rapidly morphing from brand name to eponymous generic—a verb and a place and mode of being all at once. This nearly ubiquitous transition to remote work and remote play was both unprecedented and entirely anticipated. While teleworking, digital commerce, online learning, and social networking were common fare by 2020, in March of that year telepresence shifted from option to mandate, and Zooming became a daily practice for tens of millions of individuals worldwide. In an era of COVID-19, our relationships and experiences are deeply intertwined with our ability to “Zoom”. This shift resulted in new forms of artistic practice, new modes of pedagogy, and new ways of social organising, but it has also created new forms (and exacerbated existing forms) of exploitation, inequity, social isolation, and precarity. For millions, of course, lockdowns and restrictions had a profound impact that could not be mitigated by the mediated presence offered by way of Zoom and other video conferencing platforms. For those of us fortunate enough to maintain a paycheck and engage in work remotely, Zoom in part highlighted the degree to which a network logic already governed our work and our labour within a neoliberal economy long before the first lockdowns began. In the introduction to The Postmodern Condition: A Report on Knowledge, Lyotard identifies a “logic of maximum performance” that regulates the contemporary moment: a cybernetic framework for understanding what it means to communicate—one that ultimately frames all political, social, and personal interactions within matrices of power laid out in terms of performativity and optimisation (xxiv.) Performativity serves as a foundation for not only how a system operates, but for how all other elements within that system express themselves. Lyotard writes, “even when its rules are in the process of changing and innovations are occurring, even when its dysfunctions (such as strikes, crises, unemployment, or political revolutions) inspire hope and lead to a belief in an alternative, even then what is actually taking place is only an internal readjustment, and its results can be no more than an increase in the system’s ‘viability’” (11-12). One may well add to this list of dysfunctions global pandemics. Zoom, in effect, offered universities, corporations, mass media outlets, and other organisations a platform to “innovate” within an ongoing network logic of performativity: to maintain business as usual in a moment in which nothing was usual, normal, or functional. Zoom foregrounds performativity in other senses as well, to the extent that it provides a space and context for social performance. In The Presentation of Self in Everyday Life, Erving Goffman explores how social actors move through their social environments, managing their identities in response to the space in which they find themselves and the audience (who are also social actors) within those spaces. For Goffman, the social environment provides the primary context for how and why social actors behave the way that they do. Goffman further denotes different spaces where our performances may shift: from public settings to smaller audiences, to private spaces where we can inhabit ourselves without any performance demands. The advent of social media, however, has added new layers to how we understand performance, audience, and public and private social spaces. Indeed, Goffman’s assertion that we are constantly managing our impressions feels particularly accurate when considering the added pressures of managing our identities in multiple social spaces, both face to face and online. Thus, when the world shut down during the COVID-19 pandemic, and all forms of social interactions shifted to digital spaces, the performative demands of working from home became all the more complex in the sharp merging of private and public spaces. Thus, discussions and debates arose regarding proper “Zoom etiquette”, for different settings, and what constituted work-appropriate attire when working from home (a debate that, unsurprisingly, became particularly gendered in nature). Privacy management was a near constant narrative as we began asking, who can be in our spaces? How much of our homes are we required to put on display to other classmates, co-workers, and even our friends? In many ways, the hyper-dependence on Zoom interactions forced an entry into the spaces that we so often kept private, leaving our social performances permanently on display. Prior to COVID-19, the networks of everyday life had already produced rather porous boundaries between public and private life, but for the most part, individuals managed to maintain some sort of partition between domestic, intimate spaces, and their public performances of their professional and civic selves. It was an exception in The Before Times, for example, for a college professor to be interrupted in the midst of his BBC News interview by his children wandering into the room; the suspended possibility of the private erupting in the midst of a public social space (or vice versa) haunts all of our network interactions, yet the exceptionality of these moments speaks to the degree to which we sustained an illusion of two distinct stages for performance in a pre-pandemic era. Now, what was once the exception has become the rule. As millions of individuals found themselves Zooming from home while engaging co-workers, clients, patients, and students in professional interactions, the interpenetration of the public and private became a matter of daily fare. And yes, while early on in the pandemic several newsworthy (or at least meme-worthy) stories circulated widely on mass media and social media alike, serving as teleconferencing cautionary tales—usually involving sex, drugs, or bowel movements—moments of transgressive privacy very much became the norm: we found ourselves, in the midst of the workday, peering into backgrounds of bedrooms and kitchens, examining decorations and personal effects, and sharing in the comings and goings of pets and other family members entering and leaving the frame. Some users opted for background images or made use of blurring effects to “hide the mess” of their daily lives. Others, however, seemed to embrace the blur itself, implicitly or explicitly accepting the everydayness of this new liminality between public and private life. And while we acknowledge the transgressive nature of the incursions of the domestic and the intimate into workplace activities, it is worth noting as well that this incursion likewise takes place in the opposite direction, as spaces once designated as private became de facto workplace settings, and fell under the purview of a whole range of workplace policies that dictated appropriate and inappropriate behaviour. Not least of these intrusions are the literal and ideological apparatuses of surveillance that Zoom and other video conferencing platforms set into motion. In the original conception of the Panopticon, the observer could see the observed, but those being observed could not see their observers. This was meant to instill a sense of constant surveillance, whether the observer was there or not. In Discipline and Punish, Foucault considered those observed through the Panopticon as objects to be observed, with no power to turn the gaze back towards the structures of power that infiltrated their existence with such invasive intent. With Zoom, however, as much as private spaces have been infiltrated by work, school, and even family and friends, those leading classes or meetings may also feel a penetrative gaze by those who observe their professional performances, as many online participants have pushed back against these intrusions with cameras and audio turned off, leaving the performer with an audience of black screens and no indication of real observers behind them or not. In these unstable digital spaces, we vacillate between observed and observer, with the lines between private and public, visible and invisible, utterly blurred. Yet we should not lose sight of the fact that the panoptic power of the platform itself is hardly optic and remains one degree removed from its users, at the level of data extraction, collection, and exchange. In an already data-dependent era, more privacy and personal data has become available than ever before through online monitoring and the constant use of Zoom in work and social interactions. Such incursions of informatic biopower require further consideration within an emerging discussion of digital capital. There has also been the opportunity for these transformative, digital spaces to be used for an invited gaze into artistic and imaginative spaces. The global pandemic hit many industries hard, but in particular, artists and performers, as well as their performance venues, saw a massive loss of space, audiences, and income. Many artists developed performance spaces through online video conferencing in order to maintain their practice and their connection to their audiences, while others developed new curriculums and worked to find accessible ways for community members to participate in online art programming. Thus, though performers may still be faced with black squares as their audience, the invited gaze allows for artistic performances to continue, whether as digital shorts, live streamed music sets, or isolated cast members performing many roles with a reduced cast list. Though the issue of access to the technology and bandwidth needed to partake in these performances and programming is still front of mind, the presentation of artistic performances through Zoom has allowed in man

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.122
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.134
GPT teacher head0.351
Teacher spread0.217 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it