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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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Diptera species taxonomy and behavior
Retraction
Abstract
Evidence source
Study design
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.

830 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.
830 works in the cohort · of 4,299,418page 17 of 17

Labels cover 1 of 830 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 830 of 830 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Beltranmyia Vargas
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pterodroma hasitata
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pterodroma hasitata
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Contopus cooperi
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Contopus cooperi
Marina Somenzari, Priscilla Prudente do Amaral, Víctor R. Cueto, André de Camargo Guaraldo, Alex E. Jahn, Diego Mendes Lima +15 more
2018· article· Zenodo (CERN European Organization for Nuclear Research)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
<i>Psila rosae</i> . [Distribution map].
CAB International UK
2005· article· en· Distribution Maps of Plant Pests· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Black Boy Fly
Omar ‘Oms’ Hopkinson
2024· article· en· Canadian Theatre Review· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ornithoctona Speiser 1902
Rafaela Lopes Falaschi, Edna Maria Amaral, Danilo César Ament, Carolina Ferraz Bellodi, Daniel Dias Dornelas do Carmo, Alexssandro Camargo +31 more
2025· article· Open MIND· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ornithoctona Speiser 1902
Rafaela Lopes Falaschi, Edna Maria Amaral, Danilo César Ament, Carolina Ferraz Bellodi, Daniel Dias Dornelas do Carmo, Alexssandro Camargo +31 more
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
<i>Delia coarctata</i> . [Distribution map].
CAB International UK
2005· article· en· Distribution Maps of Plant Pests· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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