MétaCan
Menu
Back to cohort
Record W374693296

From Starship Captains to Galactic Rebels: Leaders in Science Fiction Television by Kimberly Yost (review)

2015· article· en· W374693296 on OpenAlex
Katie Moylan

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 Film & Television · 2015
Typearticle
Languageen
FieldArts and Humanities
TopicUtopian, Dystopian, and Speculative Fiction
Canadian institutionsnot available
Fundersnot available
KeywordsThe ImaginaryNarrativePoliticsNormativeMedia studiesSociologyHuman rightsLawPolitical scienceLiteratureArtPsychologyPsychoanalysis
DOInot available

Abstract

fetched live from OpenAlex

Kimberly Yost, From Starship Captains to Galactic Rebels: Leaders in Science Fiction Television. New York: Rowman & Littlefield, 2013. 252pp. US$75 (hbk).In March 2009, Battlestar Galactica (US 2004-09) actors Mary McDonnell and Edward James Olmos (who played Laura Roslin and William Adama, respectively) spoke at a panel on human rights held at the headquarters of the United Nations in New York City. At the time I was struck by how literal an idea this was, with its implicit suggestion that because both actors played leaders on television - albeit within the complex multi-layered narratives of Battlestar Galactica - they, along with producers Ronald D. Moore and David Eick, also on the panel, were therefore equipped to provide leadership on human rights abuses.As I remind students each year, a function of cultural forms is to make us (re-)consider the world around us, reinforcing or challenging normative ideas (sometimes both at once) and providing us with further critical, imaginary avenues into understanding our current moment and imbuing us, at best, with different ways of seeing. However, television does not reflect life; it instead re-presents elements of it for our contemplation. Thus a UN panel on human rights featuring the perspectives of actors and producers seemed to me to be missing the point of the critical capabilities of television in general and sf television in particular.Sf narratives have historically been concerned with, even dedicated to, producing a critique of contemporary social and political problems by relocating current preoccupations to another space and time where their implications can play out, producing an estranged and potentially critical perspective. In the past decade, television series Battlestar Galactica, Continuum (Canada 2012-), Dollhouse (US 2009-10), Firefly (US 2002-3), Orphan Black (Canada/US 2013-), Terminator: The Sarah Connor Chronicles (US 2008-9) and Utopia (UK 2013-) - the list is not exhaustive - have all produced multi-layered sf narratives, expanding the capacities and characteristics of the genre on screen while using the space thus created to produce further and more complex societal critique.In this context, Kimberly Yost's From Starship Captains to Galactic Rebels: Leaders in Science Fiction Television focuses on representations of leaders in sf television, and draws on descriptions of these characters to produce a summary of characteristics of qualities of effective leadership. Yost situates the book 's project at the start, stating that the 'goal is not to predict behaviours but develop our further and deeper understanding of leadership in extremis for reflection and dialogue, while questioning how the visual text may influence our perceptions of leadership in general' (xviii). Certainly sf television offers ample opportunities for such questions - yet for the most part the book reads less like an enquiry and more like a series of recommendations.Each chapter comprises analyses of selected characters in leadership roles from several sf television programmes, via a focus on storylines, character actions and dialogue. Yost frames these as templates of leadership effectiveness related as object lessons in optimal leadership 'behaviours' (her term). She notes sf television's capacity for 'working through' (x), an idea taken from Laura King and John Hutnyk (2009), though earlier formulated by John Ellis (1999) in relation to a central function of television more generally. However, her analysis in each chapter remains focused on character representation. Aside from a very occasional mention of the 'long form' narratives enabled by the television serial, there is little engagement with the formal qualities (or the 'visual text') of television as medium. There is sparse evocation of sf scholarship, and none at all with informing approaches such as genre analysis, narrative analysis or television studies. The scholarship drawn on here comes from leadership studies and theories of management, organisation and social psychology. …

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.596
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.002
Scholarly communication0.0010.003
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.067
GPT teacher head0.302
Teacher spread0.236 · 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