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Record W4313304002 · doi:10.32920/ifmj.v2i4.1666

Open Documentary Platforms Enabling Forms of Democratization and Community Experience

2022· article· en· W4313304002 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.

venuePublished in a venue whose home country is Canada.
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

VenueInteractive Film and Media Journal · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsnot available
Fundersnot available
KeywordsInteractivityDemocratizationSociologySocial mediaCitizen journalismDialogical selfNegotiationPolyphonyDemocracyDigital mediaAppropriationPoliticsAestheticsMedia studiesVisual artsWorld Wide WebPolitical scienceComputer sciencePsychologyEpistemologySocial scienceArtSocial psychologyPedagogy

Abstract

fetched live from OpenAlex

In recent years, there has been an increase in open documentary projects on the web providing platforms for those affected by social problems to tell their stories. During the COVID-19 lockdowns, they gained significance as collaborative projects responding to pressing questions. They offered virtual spaces for community interaction and the interactive negotiation of meanings and perceptions of reality as face-to-face interactions on the ground became unfeasible. As networks of mutual support in times of uncertainty, they responded to the various needs of many people worldwide and avoided a hierarchical approach in favor of participatory, partly dialogical practices and a polyphonic form of presentation. This makes them compelling examples for discussing the democratic potentials and social-communicative functions of interactivity on such documentary platforms. This contribution analyzes two documentary projects: Corona Haikus (initiated by Sandra Gaudenzi and Sandra Tabares-Duque, 2020), launched as a Facebook group for visual poetry referring to the reality of the lockdowns and documenting the experiences during isolation, and Corona Diaries (initiated by Francesca Panetta et al., 2020), a database for voice recordings. The paper argues that interactivity in the two examples, first of all, fosters democratic processes on the level of production and decision-making processes as well as on the level of meaning construction; further – as an adjacent claim – the contribution suggests that the projects as complex assemblages allowed for the experience of virtual communities. By combining material and praxeological analyses and drawing on approaches from political theory, philosophy, and social sciences in addition to the media studies-oriented analyses, the paper identifies the transformative dimension of collaborative interactive documentaries, especially in times of crisis. Despite different medial approaches with additional advantages – visual poetry that encourages reflection and intimate voice recordings that enable effectively attentive listening –both platforms function as a medial in-between that enables collective identification and solidarity forms. The difference between Corona Haikus and Corona Diaries is: that Corona Haikus uses the democratic potentials of the interactive communication network for collective negotiations of meanings, dialogue, and co-creation, while Corona Diaries focuses more on low participation thresholds for a – in terms of content – highly open space, which in turn does not allow for interactions among the participants. What the projects have in common is that the active participation in the open space without the classical hierarchies between professional media makers and subjects, the collective narrative processes, and the sharing of emotions can lead to the feeling of being part of a developing community, which in turn can help individual participants to cope with their experiences. Additionally, the nonlinear, polyphonic platforms open up new perspectives and relations not seen before. Another result of the paper is that future research should differentiate more nuancedly between forms of participation rather than arguing based on an artificial distinction between interactivity and participation.

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)0.004
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.052
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.424
GPT teacher head0.599
Teacher spread0.174 · 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