Charles Ménard et Laurence Allard : Regards croisés humains et non-humains sur le “car gaze”

Charles Ménard et Laurence Allard : Regards croisés humains et non-humains sur le “car gaze”

🎙 Charles Ménard, Laurence Allard 👥 2K 📅 July 23, 2026 ⏱ 39 min 👁 13 📄 expert opinion 🧭 2026-08-15
Available in: English (current) Français

Keywords

car culturecomputer visionPlus Belle la Viesustainabilitymedia studies

Summary

This seminar presentation by Charles Ménard and Laurence Allard explores the representation of car culture in the French TV series Plus Belle la Vie using a combination of qualitative and quantitative methods, including computer vision tools. They discuss the concept of ‘accountability’ from ethnomethodology, applying it to make visible the taken-for-granted presence of cars in fiction. The researchers used the Snoop tool developed by INA to analyze keyframes, reducing the corpus from 168 million to 5 million images through a CPU-based tool (Picine Dect) for frugality. Their findings show an increase in car presence over the series’ run, contrary to expectations of a shift towards sustainability. They also examine the gendered aspect of car usage, noting that men are more often shown driving. The presentation emphasizes the importance of considering the environmental impact of AI tools and the need for ‘algorithmic frugality’. They conclude by discussing the potential of such methods for media studies and the role of fiction in shaping ecological imaginaries.

163 words

Critical Evaluation

Value of the Information & Strength of the Argument

The value of the information lies in its interdisciplinary approach, combining media studies, computer vision, and environmental concerns. The argumentation is solid, built on a clear methodological framework (ethnomethodology, car culture studies) and supported by concrete examples from the series. The reflexive stance on the research process adds depth, but the lack of detailed quantitative results and the preliminary nature of some findings limit the strength of the conclusions.

Scientific Rigor, Source Quality, Title Accuracy

The scientific rigor is moderate: the presentation references established concepts and mentions prior studies, but does not provide a systematic literature review or detailed citations. The sources cited are primarily institutional (INA, hypotheses.org) and the research is presented as ongoing. The title accurately reflects the content, which is a cross-disciplinary discussion on car culture in a specific TV series. No comments were provided for analysis.

149 words

Title / Content Match

The title accurately reflects the content: a cross-disciplinary discussion on human and non-human perspectives on car culture in the TV series Plus Belle la Vie.

Quality & Reliability

7/10

The presentation is grounded in academic research, referencing established concepts (ethnomethodology, car culture, petromasculinism) and methodological frameworks. However, it is primarily a reflexive account of ongoing work, with limited peer-reviewed citations and some reliance on personal interpretation.

Key Moments

Cited Sources

  • Inathèque — Mentioned as the archive platform for French audiovisual content.
  • INA le lab hypotheses — Blog of the INA research lab, hosting the seminar series.

Concurring Sources

  • Inathèque — Institutional archive supporting the research.
  • INA le lab hypotheses — Research lab blog documenting the seminar.

Contribution & Novelties

The presentation offers an original contribution by applying computer vision to a long-running TV series to quantify and analyze car culture, bridging media studies and environmental concerns. It introduces the concept of ‘algorithmic accountability’ and emphasizes frugal AI practices. The reflexive approach on the research process is valuable.

Pour aller plus loin :

  • Ethnomethodology — Foundational concept for the accountability approach.
  • Computer vision — Technical basis for the analysis.
  • Car culture — Cultural studies perspective on automobiles.
  • Petromasculinity — Concept linking fossil fuels and masculinity.
  • Plus Belle la Vie — The TV series analyzed.

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Radar Profile

The radar profile shows a balanced but moderate performance across all dimensions, with slightly higher scores in information quantity and quality, reflecting the rich content and methodological depth, while technical level and reliability are slightly lower due to the preliminary nature of the research and limited citations.

Reliability 6/10