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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
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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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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
80 works in the cohort · of 4,299,418page 2 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.

affaboutunlabeled
Reviews
Paul A. Kelly, Frank Zingrone, James Morrison
2003· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
REVIEWS
John Blewitt, Brian Cogan, David Linton
2011· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Reviews
Nicholas Gane
2008· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Two Solitudes in the Global Village
Jonathan R. Slater
2011· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
James Morrison, Mary P. Lahman, Stephanie B. Gibson, Abby Dress, Laura Trujillo Liñán, R.W. Albrecht +2 more
2018· article· en· Explorations in Media Ecology· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Book Reviews
Karen Lollar, Thomas D. Zlatic, Robert K. Logan, Ron Jacobson, Ira Nayman, Arthur W. Hunt +1 more
2018· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Conjure
Kate Siklosi
2024· article· en· Explorations in Media Ecology· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Reviews
Phil Rose, Brett Lunceford, Robert K. Logan
2015· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
Stephanie Bennett, Jessica Knapp, Phillip Rose
2005· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Reviews
R.W. Albrecht, Bill Petkanas, Michael Zimmer, Peter Fallon, Marc Leverette, Josh Ozersky
2004· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reviews
Tony Kelso, Stephen Crisomalis, Cheryl A. Casey
2007· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reviews
Gary P. Radford, Geraldine E. Forsberg, Dennis Dunleavy
2007· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Technical power and human impotence
Willem H. Vanderburg
2015· article· en· Explorations in Media Ecology· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Book Reviews
Robert K. Logan, Geraldine E. Forsberg
2012· article· en· Explorations in Media Ecology· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Jeffrey St. John, Larry Londino, Lance Strate, Paul A. Kelly, Lila Bauman, Robert K. Logan +1 more
2003· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Book Reviews
Anat Ringel Raveh, Brett Lunceford, Valerie Peterson, Roxanne M. O'Connell, Catherine Adams, Lance Strate +10 more
2018· article· en· Explorations in Media Ecology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About