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Managing visibility on YouTube through algorithmic gossip

https://doi.org/10.1177/1461444819854731
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-40700-5_5openalex-snapshot
Neither Black Nor Box: Ways of Knowing Algorithms
inferredcites →https://doi.org/10.1057/fr.1982.29openalex-snapshot
The Politics of Feminist Research: Between Talk, Text and Action
inferredcites →https://doi.org/10.1080/0269172022000025598openalex-snapshot
The real dirt: Gossip and feminist epistemology
inferredcites →https://doi.org/10.1080/10999922.2018.1511671openalex-snapshot
Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor
inferredcites →https://doi.org/10.1080/1369118x.2016.1154086openalex-snapshot
The algorithmic imaginary: exploring the ordinary affects of Facebook algorithms
inferredcites →https://doi.org/10.1080/1369118x.2016.1154087openalex-snapshot
Thinking critically about and researching algorithms
inferredcites →https://doi.org/10.1080/1369118x.2016.1199721openalex-snapshot
Algorithmically recognizable: Santorum’s Google problem, and Google’s Santorum problem
inferredcites →https://doi.org/10.1080/1369118x.2016.1200645openalex-snapshot
Algorithms (and the) everyday
inferredcites →https://doi.org/10.1080/14682753.2017.1374693openalex-snapshot
‘Come join and let’s BOND’: authenticity and legitimacy building on YouTube’s beauty community
inferredcites →https://doi.org/10.1080/14742837.2019.1708312openalex-snapshot
Race and the cultural industries
inferredcites →https://doi.org/10.1080/15295038609366675openalex-snapshot
Conceptualizing culture as commodity: The problem of television
inferredcites →https://doi.org/10.1111/cccr.12180openalex-snapshot
Vlogging White Privilege Abroad:Eat Your Kimchi's Eating and Spitting Out of the Korean Other on YouTube
inferredcites →https://doi.org/10.1111/jpms.12130openalex-snapshot
YouTube, Twerking & You: Context Collapse and the Handheld Co-Presence of Black Girls and Miley Cyrus
inferredcites →https://doi.org/10.1145/2858036.2858494openalex-snapshot
First I "like" it, then I hide it
inferredcites →https://doi.org/10.1145/3025453.3025659openalex-snapshot
"Algorithms ruin everything"
inferredcites →https://doi.org/10.1177/0162243915589635openalex-snapshot
Can an Algorithm be Agonistic? Ten Scenes from Life in Calculated Publics
inferredcites →https://doi.org/10.1177/0162243915608948openalex-snapshot
Governing Algorithms
inferredcites →https://doi.org/10.1177/1329878x1214500114openalex-snapshot
Social Media Ethnography: The Digital Researcher in a Messy Web
inferredcites →https://doi.org/10.1177/1329878x16665177openalex-snapshot
Visibility labour: Engaging with Influencers’ fashion brands and #OOTD advertorial campaigns on Instagram
inferredcites →https://doi.org/10.1177/1354856517736978openalex-snapshot
Anxiety, panic and self-optimization
inferredcites →https://doi.org/10.1177/1354856517736982openalex-snapshot
From ranking algorithms to ‘ranking cultures’
inferredcites →https://doi.org/10.1177/1367549415577392openalex-snapshot
Algorithmic culture
inferredcites →https://doi.org/10.1177/1461444813481195openalex-snapshot
Conflicts of interest and incentives to bias: A microeconomic critique of Google’s tangled position on the Web
inferredcites →https://doi.org/10.1177/1461444814538646openalex-snapshot
Recommended for you: The Netflix Prize and the production of algorithmic culture
inferredcites →https://doi.org/10.1177/1461444814541527openalex-snapshot
The socio-technical architecture of digital labor: Converting play into YouTube money
inferredcites →https://doi.org/10.1177/1461444818769694openalex-snapshot
The platformization of cultural production: Theorizing the contingent cultural commodity
inferredcites →https://doi.org/10.1177/1461444818773059openalex-snapshot
Censored, suspended, shadowbanned: User interpretations of content moderation on social media platforms
inferredcites →https://doi.org/10.1177/1461444818815684openalex-snapshot
Playing the visibility game: How digital influencers and algorithms negotiate influence on Instagram
inferredcites →https://doi.org/10.1177/1461444819859476openalex-snapshot
YouTube: Online video and participatory culture
inferredcites →https://doi.org/10.1177/1527476417741200openalex-snapshot
The Spotify Effect: Digital Distribution and Financial Growth
inferredcites →https://doi.org/10.1177/2053951716665128openalex-snapshot
Algorithms and their others: Algorithmic culture in context
inferredcites →https://doi.org/10.1177/2053951717738104openalex-snapshot
Algorithms as culture: Some tactics for the ethnography of algorithmic systems
inferredcites →https://doi.org/10.1215/01636545-2849531openalex-snapshot
What's the Tea
inferredcites →https://doi.org/10.12987/yale/9780300218176.001.0001openalex-snapshot
(Not) Getting Paid to Do What You Love
inferredcites →https://doi.org/10.1353/sex.2007.0021openalex-snapshot
Queer Hoover: Sex, Lies, and Political History
inferredcites →https://doi.org/10.18574/nyu/9780814764695.003.0003openalex-snapshot
2. Towards a Structuration Theory of Media Intermediaries
inferredcites →https://doi.org/10.2307/2074561openalex-snapshot
Making Capital from Culture: The Corporate Form of Capitalist Cultural Production.
inferredcites →https://doi.org/10.2307/j.ctt1pwt9w5openalex-snapshot
Algorithms of Oppression
inferredcites →https://doi.org/10.3898/newf.80/81.03.2013openalex-snapshot
Meritocracy as Plutocracy: The Marketising of 'Equality' Under Neoliberalism
inferredcites →https://doi.org/10.4324/9780203111789openalex-snapshot
Gossip and Organizations
inferredcites →https://doi.org/10.4324/9780203169469openalex-snapshot
Music Genres and Corporate Cultures
inferredcites →https://doi.org/10.4324/9781315193434-9openalex-snapshot
Cleavage-Control
inferredcites →https://doi.org/10.4324/9781351200677-9openalex-snapshot
Algorithms (and the) everyday
inferredcites →https://doi.org/10.5860/choice.51-5062openalex-snapshot
Status update: celebrity, publicity, and branding in the social media age

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Video‐Mediated Emotion Disclosure: Expressions of Fear, Sadness, and Joy by People with Schizophrenia on YouTube
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Content Creators Between Platform Control and User Autonomy
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Resisting the Digital Deplatforming of Sex: the Case of the Sex-Positive Collective ‘Primogemito’ in Italy
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Copyright Content Moderation in the European Union: State of the Art, Ways Forward and Policy Recommendations
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Copyright in the Age of Sharing: Platforms, Users, and the Law’s Structural Paradox
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“So-called influencers”: Stancetaking and (de)legitimation in mediatized discourse about social media influencers
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Streamers: the new wave of digital entrepreneurship? Extant corpus and research agenda
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Manufacturing the influencity: short-form video and the politics of visibility in China’s new first-tier cities
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Cross-platform, cross-border: How Chinese Wanghuang create opportunity spaces
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Spheres of influence: How influencers impact society
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How NFT transaction networks structure digital market participation: Ecosystem-level evidence from Ethereum and Polygon
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Algorithmic visibility of child-directed content: Exposure and persistence dynamics in YouTube trending lists across 113 countries
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Agency in social media platforms: the role of capitals and literacies under algorithmic environments
inferred← citeshttps://doi.org/10.1080/1369118x.2026.2733508openalex-snapshot
Judge, butler, and tool: algorithmic imaginaries and practices of Chinese parent vloggers of autistic children on Douyin
inferred← citeshttps://doi.org/10.1080/14241277.2026.2685167openalex-snapshot
The Platform Opacity: A Literature-Based Review of the Usage of the Term ‘Platform’ In Media Management Research
inferred← citeshttps://doi.org/10.1080/14484528.2021.1927485openalex-snapshot
Arriving on YouTube: Vlogs, Automedia and Autoethnography
inferred← citeshttps://doi.org/10.1080/14616688.2023.2275734openalex-snapshot
TripAdvisor as a ‘geo-pastoral technology’
inferred← citeshttps://doi.org/10.1080/14680777.2020.1783806openalex-snapshot
Under the radar: older women YouTubers and algorithmic influence
inferred← citeshttps://doi.org/10.1080/14680777.2024.2395963openalex-snapshot
The “emotional contract”: on obligation and guilt in women influencers’ work with brands
inferred← citeshttps://doi.org/10.1080/14680777.2025.2468912openalex-snapshot
Being independent women in blogs: young Chinese women bloggers’ construction of independent persona and strategic subjectivity on Xiaohongshu
inferred← citeshttps://doi.org/10.1080/14680777.2025.2573727openalex-snapshot
(Un)Girly girls: reimagining femininity on Japanese TikTok
inferred← citeshttps://doi.org/10.1080/14680777.2026.2660240openalex-snapshot
Ambivalent masculinities: digital culture, precarity and disaffection in the UK screen industries
inferred← citeshttps://doi.org/10.1080/14797585.2026.2701986openalex-snapshot
The image of ‘schema’ in the algorithm era: based on the transformation of contemporary cultural Industries
inferred← citeshttps://doi.org/10.1080/15295036.2022.2069279openalex-snapshot
Journey to the stars program: the gendered and generational governance of professionalization on Wattpad
inferred← citeshttps://doi.org/10.1080/15295036.2025.2547908openalex-snapshot
Digital labor turn: the impact of assetization in digital games
inferred← citeshttps://doi.org/10.1080/15358593.2021.1934522openalex-snapshot
Engineering culture: logics of optimization in music, games, and apps
inferred← citeshttps://doi.org/10.1080/17400309.2025.2603017openalex-snapshot
‘ The Invisible Man is in your home’: pandemic-era Watch Parties as ephemeral media events
inferred← citeshttps://doi.org/10.1080/17439884.2025.2495603openalex-snapshot
Developing children’s algorithmic literacies through curatorship as media literacy
inferred← citeshttps://doi.org/10.1080/17504902.2021.1979180openalex-snapshot
Vlogging Auschwitz: new players in Holocaust commemoration
inferred← citeshttps://doi.org/10.1080/17512786.2025.2612547openalex-snapshot
Controversies Over Journalistic Social Media Influencers: “Social Media Reality” Practices Expanding the Boundaries of Journalism
inferred← citeshttps://doi.org/10.1080/17544750.2021.1875491openalex-snapshot
Discursive contestations of algorithms: a case study of recommendation platforms in China
inferred← citeshttps://doi.org/10.1080/17544750.2022.2085126openalex-snapshot
The making of a livestreaming village: algorithmic practices and place-making in North Xiazhu
inferred← citeshttps://doi.org/10.1080/17544750.2026.2700348openalex-snapshot
How algorithmic encounters re-map culture: boundary work, and community ordering on the Chinese platform Douban
inferred← citeshttps://doi.org/10.1080/17544750.2026.2706130openalex-snapshot
Algorithmic identity performance: self-censorship and the politics of visibility on Chinese short-video platforms
inferred← citeshttps://doi.org/10.1080/19312458.2021.1968361openalex-snapshot
Development and Validation of an Algorithm Literacy Scale for Internet Users
inferred← citeshttps://doi.org/10.1080/19392397.2020.1737154openalex-snapshot
Chinese beauty bloggers: amateurs, entrepreneurs, and platform labour
inferred← citeshttps://doi.org/10.1080/19392397.2024.2341595openalex-snapshot
From attention to affect: gendered practices of status-seeking among Instagram content creators
inferred← citeshttps://doi.org/10.1080/19392397.2026.2634045openalex-snapshot
Algorithmic-driven exposure: hyper-saturation and ever-expansion in the content creator ecosystem
inferred← citeshttps://doi.org/10.1080/2040610x.2025.2497019openalex-snapshot
A labour of love: cancel culture as an accountability practice in the comedy industry
inferred← citeshttps://doi.org/10.1080/20414005.2023.2203538openalex-snapshot
Public and Private Power in Social Media Governance: Multistakeholderism, the Rule of Law and Democratic Accountability
inferred← citeshttps://doi.org/10.1080/20421338.2026.2652078openalex-snapshot
Algorithmic visibility and the feedback loop of othering: The case for Africa
inferred← citeshttps://doi.org/10.1080/21670811.2025.2610612openalex-snapshot
Conceptualising Youth Media Strategies: Balancing Platforms, Profiles, and People
inferred← citeshttps://doi.org/10.1080/21670811.2026.2729388openalex-snapshot
Dynamic News Visibility Across Media Sources: Evidence from a Chinese Algorithmic Platform
inferred← citeshttps://doi.org/10.1080/22041451.2026.2635906openalex-snapshot
Teaching money stuff online: social media economists and the reconfiguration of epistemic authority in the financialised society
inferred← citeshttps://doi.org/10.1080/23268743.2022.2083661openalex-snapshot
The politics of algorithmic rank systems in the Brazilian erotic webcam industry
inferred← citeshttps://doi.org/10.1080/23268743.2024.2393641openalex-snapshot
‘This is fucking nuts’: the role of payment intermediaries in structuring precarity and dependencies in platformized sex work
inferred← citeshttps://doi.org/10.1080/23736992.2025.2610996openalex-snapshot
Reverse Affordances and Reflexivity of Smart Media - Reflections on Smart Media Affordances
inferred← citeshttps://doi.org/10.1080/24701475.2024.2359846openalex-snapshot
Methodological and epistemological challenges in meme research and meme studies
inferred← citeshttps://doi.org/10.1086/717511openalex-snapshot
The Authoritarian Personality 2.0
inferred← citeshttps://doi.org/10.1089/aut.2023.0002openalex-snapshot
The Gender-Diversity and Autism Questionnaire: A Community-Developed Clinical, Research, and Self-Advocacy Tool for Autistic Transgender and Gender-Diverse Young Adults
inferred← citeshttps://doi.org/10.1093/ccc/tcab050openalex-snapshot
Between Commerciality and Authenticity: The Imaginary of Social Media Influencers in the Platform Economy
inferred← citeshttps://doi.org/10.1093/ccc/tcac032openalex-snapshot
Streaming books: confluencers, Kindle Unlimited and the platform imaginary
inferred← citeshttps://doi.org/10.1093/ccc/tcag003openalex-snapshot
Algorithmic censorship, power, and resistance in the Arab region: A case study of pro‑Palestinian content
inferred← citeshttps://doi.org/10.1093/jcmc/zmad017openalex-snapshot
“Sensing” productivity at home: self-tracking technologies, gender, and labor in Turkey
inferred← citeshttps://doi.org/10.1093/jcmc/zmad034openalex-snapshot
No judgment: value optimization and the reinvention of reviewing on YouTube
inferred← citeshttps://doi.org/10.1093/joc/jqac050openalex-snapshot
Silenced on social media: the gatekeeping functions of shadowbans in the American Twitterverse
inferred← citeshttps://doi.org/10.1093/joc/jqag002openalex-snapshot
Blowing artificial intelligence bubbles: studies of technological hype
inferred← citeshttps://doi.org/10.1093/oxfordhb/9780197510636.013.35openalex-snapshot
The Feminization of Social Media Labor
inferred← citeshttps://doi.org/10.1108/978-1-80262-597-420241014openalex-snapshot
References
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The Epistemic Culture of Data Minimalism: Conducting an Ethnography of Travel Influencers
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Why am I seeing this? Deconstructing algorithm literacy through the lens of users
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Lifestyle information from YouTube influencers: some consumption patterns
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Algorithmic ethical silence: how opaque platform governance produces moral self-censorship and weakens accountability
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Making Sense of Glitches? Exploring Cultural Producers' Understandings of and Interactions with the Instagram Algorithm
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The Changing Constitution and Ecology of Expertise
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Affordances, dread, and online fraud: Exploring and advancing social learning theory in online contexts
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Algorithmic accountability on social media platforms in the context of alcohol‐related health behavior change
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A systematic review and meta‐analysis of self‐reported exposure to cannabis advertising and its association with cannabis use and intentions
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‘I Have Always Seen People Who're out of My League!’: Algorithmic Visibility of the Pretty, Productive and Professional Femininities on Rednote
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Set in motion. Paradoxical narratives of becoming Swedish digital media influencers
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The Prosumption Flywheel: How Short‐Video Platforms Reduce the Digital Production Divide
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Critical literacies in algorithmic cultures
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The social construction of algorithms: A reassessment of algorithmic management in food delivery gig work
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Imagining and Enacting Futures: The Anticipatory Politics of Algorithmic Governance
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Face Mis-ID: An Interactive Pedagogical Tool Demonstrating Disparate Accuracy Rates in Facial Recognition
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"How advertiser-friendly is my video?": YouTuber's Socioeconomic Interactions with Algorithmic Content Moderation
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The Case for a Legal Compliance API for the Enforcement of the EU’s Digital Services Act on Social Media Platforms
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Multi-Platform Content Creation: The Configuration of Creator Ecology through Platform Prioritization, Content Synchronization, and Audience Management
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Conceptualizing and Rethinking the Design of Cross-platform Creator Moderation
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Face Work: A Human-Centered Investigation into Facial Verification in Gig Work
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"Hey, Can You Add Captions?": The Critical Infrastructuring Practices of Neurodiverse People on TikTok
inferred← citeshttps://doi.org/10.1145/3584931.3608927openalex-snapshot
Conceptualizing and Improving Creator Moderation Design with Platform Stakeholders
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"What are you doing, TikTok?" : How Marginalized Social Media Users Perceive, Theorize, and "Prove" Shadowbanning
inferred← citeshttps://doi.org/10.1145/3701191openalex-snapshot
"Dialing it Back:" Shadowbanning, Invisible Digital Labor, and how Marginalized Content Creators Attempt to Mitigate the Impacts of Opaque Platform Governance
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Infrastructures for Inspiration: The Routine of Creative Identity Through Inspiration on the Creative Internet
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Beyond Explicit and Implicit: How Users Provide Feedback to Shape Personalized Recommendation Content
inferred← citeshttps://doi.org/10.1145/3706598.3713279openalex-snapshot
Let's Influence Algorithms Together: How Millions of Fans Build Collective Understanding of Algorithms and Organize Coordinated Algorithmic Actions
inferred← citeshttps://doi.org/10.1145/3706598.3713379openalex-snapshot
Hashtag Re-Appropriation for Audience Control on Recommendation-Driven Social Media Xiaohongshu (rednote)
inferred← citeshttps://doi.org/10.1145/3706598.3713763openalex-snapshot
“Even When Success Seems Impossible, I Keep Streaming”: How Do Chinese Elderly Streamers Interact with Platform Algorithmic (In)visibility
inferred← citeshttps://doi.org/10.1145/3706598.3714035openalex-snapshot
AI Rivalry as a Craft: How Resisting and Embracing Generative AI Are Reshaping the Writing Profession
inferred← citeshttps://doi.org/10.1145/3706599.3719901openalex-snapshot
Understanding Content Creators' Struggles and Expectations of AI in Direct Messaging
inferred← citeshttps://doi.org/10.1145/3706599.3719991openalex-snapshot
Making AI-Enhanced Videos: Analyzing Generative AI Use Cases in YouTube Content Creation
inferred← citeshttps://doi.org/10.1145/3757670openalex-snapshot
The Enshittification of the Creative Internet
inferred← citeshttps://doi.org/10.1145/3770747openalex-snapshot
A Literature Review of Ethical Considerations in Recommender Systems for User-Generated Content in Human-Computer Interaction
inferred← citeshttps://doi.org/10.1145/3772318.3791580openalex-snapshot
The Hidden Desires: Exploring Chinese Women's Erotic Role-Play with AI Chatbots
inferred← citeshttps://doi.org/10.1145/3772318.3791924openalex-snapshot
The Burden of Bearing Witness: Digital Practices of Marginalized Social Media Users in High-Stakes Contexts
inferred← citeshttps://doi.org/10.1145/3788067openalex-snapshot
People Can Accurately Predict Behavior of Complex Algorithms That Are Available, Compact, and Aligned CSCW031
inferred← citeshttps://doi.org/10.1145/3788080openalex-snapshot
Content Creation with Generative AI: How Do Content Creators Responsibly Use Generative AI Tools? CSCW009
inferred← citeshttps://doi.org/10.1145/3816952openalex-snapshot
"In-Parallel with Someone Else": Self-Employed Creative Careers Inspired by Social Media Influencers
inferred← citeshttps://doi.org/10.1155/hbe2/4671293openalex-snapshot
More Than Just a Buzzword—Mapping the Evolution of Research on Cancel Culture in Social Sciences
inferred← citeshttps://doi.org/10.11606/t.27.2023.tde-15122023-175844openalex-snapshot
Ecossistema transmídia de conteúdo infantojuvenil do SBT: um estudo de caso sobre a multiplataformização no Sistema Brasileiro de Televisão
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