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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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The Scientific World JOURNAL
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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.

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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.

220 results · 1 filter active ·
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20012024
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
220 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 220 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 220 of 220 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Periphyton Function in Lake Ecosystems
2002· review· en· The Scientific World JOURNAL· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
241
citations
affunlabeled
Cloud Service Selection Using Multicriteria Decision Analysis
2014· review· en· The Scientific World JOURNAL· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
185
citations
affunlabeled
Vitamin D as a Neuroactive Substance: Review
2006· review· en· The Scientific World JOURNAL· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
116
citations
affunlabeled
Fragmentation of Chitosan by Acids
2013· article· en· The Scientific World JOURNAL· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
afffundunlabeled
In Search of a Function for BCLAF1
2010· review· en· The Scientific World JOURNAL· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations
afffundunlabeled
Promising New Treatments for Psoriasis
2013· review· en· The Scientific World JOURNAL· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
63
citations
affunlabeled
Fluorescence and Spectral Imaging
2007· review· en· The Scientific World JOURNAL· Medicine
distilled prediction:candidate · noneconsensus · none
58
citations
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How this was built: Screen · Findings · About