Intersections between Technology, Journalism and Civic Participation in India
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.
Bibliographic record
Abstract
The adaptation of evolving technology in Indian filmmaking has been a process of embracing it as a valuable tool rather than perceiving it as an alien imposition from formerly colonized nations. Developments in telecommunications since 1995 have profoundly impacted filmmaking in India, from the technology employed to the evolution of non-fiction storytelling. In an environment where mainstream journalism faces challenges and grassroots media gradually gains viewership on digital platforms, immersive journalism can enhance civic participation by providing a heightened sense of 'immersion' and 'presence' compared to traditional two-dimensional formats. This paper examines 360-degree immersive journalism videos produced by ElseVR, a non-fiction subsidiary of Mumbai-based Memesys Cultural Lab, a pioneer in mixed-reality filmmaking in India. During the first wave of VR immersive non-fiction, ElseVR released app-based quarterly magazines featuring 360 video documentaries. These films not only offered narrative experiences but also encouraged viewers to assume various perspectives while watching them. Utilizing Nash's (2022) concepts for interpreting first-person experiences in VR documentaries, this study employs the positions of tourist, encounter, and witness to analyze three immersive journalistic documentaries using ElseVR's technology: Nishtha Jain's Submerged (2016), Naomi Shah and Pourush Turel's Caste is Not a Rumour (2017), and Faiza Khan's When Land Is Lost, Do We Eat Coal (2016). Each position provides insight into the experience of entering unfamiliar spaces, as interest, curiosity, and the VR environment’s affordances give rise to a multi-sensory experience where the positions of tourist, encounter, and witness uniquely intersect. In India, where digital and smartphone penetration varies significantly, the potential for widespread adoption of such technology remains uncertain. However, the intersections between journalism, civic engagement, and technology in ElseVR's documentaries are noteworthy. By avoiding a technologically deterministic perspective, a heightened understanding of VR technology's role in journalism from non-Western environments could enhance civic participation and encourage reevaluating emerging media practices in the Global South.
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 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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it