MétaCan
Menu
Back to cohort
Record W7038428357

“I Save Me”: Gender, Agency, and Power in Better Call Saul

2022· article· en· W7038428357 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.

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

VenueCornerstone (Minnesota State University, Mankato) · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicOrganizational Management and Innovation
Canadian institutionsnot available
Fundersnot available
KeywordsNarrativeCommitAgency (philosophy)Power (physics)Character (mathematics)PersonaWifePoint (geometry)Control (management)CompromisePolitics
DOInot available

Abstract

fetched live from OpenAlex

Historically, women on television have been portrayed in wife and mother roles, making them a foil to their husbands, but never the main focal point of the show. These characters stay on the sidelines, without being given truly original storylines where they are allowed to drive their own narratives. During the first season of Better Call Saul, Kim Wexler is a supporting character, without any storylines that aren’t linked to Jimmy McGill. Jimmy often treats Kim as a damsel in distress. He thinks it’s his job to save her, and usually from the chaos that he’s created. In this thesis paper, I explore how the male-dominated world of the Breaking Bad universe is transformed into a female-led narrative through Kim Wexler in Better Call Saul. In reviewing the show, gender studies, and the role of women on television, I argue that the Kim character must overcome gender constraints from contemporary capitalism, big law, marriage and family, the law itself, and ultimately her own partner to become the protagonist of the show. As she challenges each of these things, Kim ultimately gains control of the show’s narrative and Jimmy’s fate. As viewers speculate what the final season of Better Call Saul has in store for Kim, it’s clear that whatever happens to Jimmy is because of Kim. She is what has motivated most of Jimmy’s schemes, and her presence, or lack of presence, will decide what motivates Jimmy to fully commit to his Saul Goodman persona in Breaking Bad, connecting his agency to Kim’s choices, not the other way around.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.350
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.012
GPT teacher head0.178
Teacher spread0.165 · 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