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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Explorations in Media Ecology
Topic
Retraction
Abstract
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Label agreement
Label status

Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

80 results · 1 filter active ·
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20022025
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Megamachines: From Mumford to Guattari
Gary Genosko
2015· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affunlabeled
Accountabilities of posthuman research
Terrie Lynn Thompson, Catherine Adams
2020· article· en· Explorations in Media Ecology· Computer Science
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
The Five Ages of Communication
Robert K. Logan
2002· article· en· Explorations in Media Ecology· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Interviewing the musical sample
Sean Groten
2020· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
A phenomenology of the podcast lecture
Peggy Jubien
2012· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Four laws of Microsoft Teams
Matt McGuire
2023· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
McLuhan and Phenomenology
Laureano Ralón, Marcelo Vieta
2011· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
afffundunlabeled
Reactionary speech in the digital age
Jason Hannan, Matthew McManus
2025· article· en· Explorations in Media Ecology· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Media-ecological engineering of the Soviets
Andrey Mir
2022· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Two paths to the future
Roger Saul
2018· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Preface: Probing the boundaries of Media Ecology
Robert MacDougall, Peter Zhang, Robert K. Logan
2013· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Silvan Tomkins as media ecologist
Phil Rose
2013· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Seduced by convenience
Ellen Cronan Rose
2021· article· en· Explorations in Media Ecology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Reviews
Thomas J. Farrell, Michael LeVan, Nathan Taylor, Dwayne Winseck
2009· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
Eric McLuhan, Susan J. Drucker, Michael Grabowski
2002· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
All your <data> base are belong to us
Jan Lukas Buterman
2018· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Review
Robert K. Logan
2017· article· en· Explorations in Media Ecology· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Book Reviews
Eva Berger, Jeff Bogaczyk, Peter Fallon, Sheila J. Nayar, Barna William Donovan, Thom Gencarelli +1 more
2017· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About