MétaCan
Menu

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScience Fiction Studies · 2019
Typearticle
Language
FieldPsychology
TopicScience Education and Perceptions
Canadian institutionsnot available
Fundersnot available
KeywordsArgument (complex analysis)IronyImmortalityRomanceLiteraturePhilosophyAestheticsPsychologySociologyPsychoanalysisArt

Abstract

fetched live from OpenAlex

196 SCIENCE FICTION STUDIES, VOLUME 46 (2019) The second problem has also to do with the Shelleyan lineage. According to McCutcheon, technology is, or was, a potentially highly ambiguous term that Shelley’s novel redefined so that, for example, the phrase “technological backfire” (192) is now universally understood. But Shelley’s novel in neither its first edition of 1818 nor its revision in 1831 mentions the word technology—although if McCutcheon’s argument in chapter 3 holds true, it should have, as the word was starting to be used in its modern senses in the late Romantic era. In fact, this part of his argument is superfluous. He does not need Mary Shelley to prop up a study of “technological backfire” in Canadian popular culture. McLuhan, who probably had Shelley’s novel in mind, is quite sufficient. McCutcheon reverts to Mary Shelley at the end of his study: “technology ... has become widely understood as a gendered discourse, a domain of boys and their toys. How ironic then that the epistemic foundations of this discourse were set down ... by the prodigious and audacious imaginings of one well-read teenage girl” (204). But surely there is no irony here: central to Shelley’s concerns was not the danger of “technological backfire” alone, but also her sense as a childbearing woman that male savants were blinded by their gender to the likely disastrous consequences of making and raising artificial human beings. Her novel has gender anxiety at its heart, though this aspect is more often than not missing from the circulation of Frankenstein as potent modern myth. McCutcheon exhibits commendable acuity as a close reader not only of literary texts but also of film, music, and related cultural products. But while he sees each tree with admirable clarity, the forest may come to seem a little blurry to his readers. Nevertheless, his ambitious and well-written study should be of great interest to Canadians, sf scholars, and everyone else interested in the relations among technology, media, and contemporary popular culture. —Nicholas Ruddick, University of Regina An Ambiguous Utopia. Andrew Pilsch. Transhumanism: Evolutionary Futurism and the Human Technologies of Utopia. Minneapolis: U of Minnesota P, 2017. 244 pp. $27 pbk. With the gradual mainstreaming of transhumanist thought in recent decades, the popular meaning of “transhumanism” has narrowed. Under the influence of figures such as Raymond Kurzweil, the term now signifies a program of technological interventions into the embodied form of human beings, aimed at overcoming our biological limitations. Among other affinities, this program dovetails neatly with the neoliberal organization of society around technofetishistic consumption—of which Kurzweil’s side-hustle in the online market for purportedly life-extending nutritional supplements is just one, albeit a particularly gaudy, example. Transhumanism circa 2018 appears fully congruent with the Silicon Valley ideology that glibly assures us that for any conceivable problem or need … there’s an app for that. Transhumanism: Evolutionary Futurism and the Human Technologies of Utopia acknowledges the familiar critiques of transhumanism as “postindustrial lifestyle brand” (22) but fails to reckon with the staggering philosophical and 197 BOOKS IN REVIEW phenomenological implications of a shift to posthuman consciousness; this study rests on a quasi-religious certainty about the inevitability and desirability of technological progress. At the same time, Pilsch argues, such critiques are blind to powerful utopian rhetorics latent in transhumanist discourse, which academic theory regards as silly at best and at worst misguided or even dangerous. Uncontested, the prevailing neoliberal mode of transhumanism erases a broad and heterogeneous range of precursors, counter-tendencies, and alternative conceptions of the transhuman that have surfaced over its long history. In response, Pilsch sets out to complicate—and perhaps redeem—the transhumanist idea by unearthing and reframing some of its repressed variants. More precisely, he seeks to identify and foreground these “older, weirder aspects” (24) with respect to “evolutionary futurism,” a kind of utopian praxis that invites us to go beyond our human limitations by rethinking our fundamental relationship to technology. For Pilsch, this means recentering the body (over and against the state) as a site of utopian struggle, while also insisting on a rigorous practice of collective and individual introspection as to what it means to have...

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)0.009
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.119
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.016
Science and technology studies0.0070.014
Scholarly communication0.0010.004
Open science0.0020.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.011

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 head0.183
GPT teacher head0.511
Teacher spread0.328 · 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