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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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Opflow
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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.

45 results · 1 filter active ·
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20002024
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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.
45 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 45 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 45 of 45 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Tragedy Could Have Been Prevented
2005· article· en· Opflow· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
Aeration Decreases THMs
2009· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
What to Do With Unavoidable Dead Ends
2007· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Still Working After All These Years
2003· article· en· Opflow· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Use Risk Assessment to Plan for the Future
2013· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Shedding Light on a Dark Situation
2003· article· en· Opflow· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Easing Into Dechlorination
2004· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Waking Up to Changing Water Quality
2003· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Follow the Fluoride to Decrease Water Age
2003· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Meet Distribution Water Quality Regs
2006· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Net Charge Equals Positive Change
2007· article· en· Opflow· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About