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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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Science Fiction Studies
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Retraction
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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.

53 results · 1 filter active ·
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20002025
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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.
53 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 53 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 53 of 53 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
[no title]
2019· article· Science Fiction Studies· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
1
citations
aboutno affunlabeled
SFS 1-85 (1973-2001) Available
2019· article· en· Science Fiction Studies· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
New and Graphic Posthumans
2020· article· en· Science Fiction Studies· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Euro Visions
2020· article· en· Science Fiction Studies· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2019· article· Science Fiction Studies· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts
0
citations
affno abstractunlabeled
Jules Verne Roundtable
2005· article· en· Science Fiction Studies· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
CFP: ICFA 2008
2007· article· en· Science Fiction Studies
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Donald F. Theall (1928-2008)
2008· article· en· Science Fiction Studies· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
CFP: ICFA 2006
2005· article· en· Science Fiction Studies
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
CFP: Anticipations
2008· article· en· Science Fiction Studies· Economics, Econometrics and Finance
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
And the Sequel–ICFA-26
2004· article· en· Science Fiction Studies· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
0
citations
aboutno affunlabeled
[no title]
2019· article· Science Fiction Studies· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
0
citations
affunlabeled
Seaweed Salvation
2025· article· en· Science Fiction Studies· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About