The Ideologies of Dyadic Friendships: A Text Analysis and Children’s Reading of “Buzz” and “Woody” From Disney-Pixar’s Toy Story Films
Bibliographic record
Abstract
Disney-Pixar’s animated films are found to offer ideological lessons to audiences; however, limited research exists on the ideologies of friendships that the films promote. This qualitative study combines cultural studies with a critical media literacy (CML) framework to examine one film text, specifically how dyadic friendships are depicted through the characters of “Buzz” and “Woody” in Disney-Pixar’s Toy Story films, and explores how Toy Story can be used as a CML tool to discuss friendships with children. Using a text analysis to examine the ideologies of Buzz and Woody’s friendship, five themes emerged: friendship formation is influenced by (1) internal, (2) external, and (3) interpersonal factors; (4) maintained by affective reciprocity; and (5) face a fate of friendship. An audience reading included two girls and one boy (13 years of age) of ethnically diverse backgrounds, from Canada (N = 2) and the United States (N = 1). Participants were interviewed individually and asked about their perceptions of Disney and friendship. Participants then participated in a focus group interview and collectively watched five purposefully chosen excerpts of Buzz and Woody from the series; they were asked open- ended questions informed by elements of CML about their perceptions of friendship after each scene. Four findings emerged on children’s conceptualizations of Buzz and Woody’s friendship: (1) a gradual progression from enemies to close friends, (2) comprised of reciprocal efforts, (3) a context to negotiate identity and ambitions, and (4) an unknown fate and future. This study concludes with Toy Story’s potential as a pedagogy of friendship.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".