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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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Water Science & Technology
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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.

645 results · 1 filter active ·
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20002025
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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.
645 works in the cohort · of 4,299,418page 8 of 13

Labels cover 4 of 645 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 645 of 645 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
High-rate stormwater clarification with polymeric flocculant addition
John A. Wood, Conghui He, Quintin Rochfort, Jiří Maršálek, Peter Seto, Ming-jia Yang +2 more
2005· article· en· Water Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
afffundunlabeled
Ultrasonic degradation of 1-H-benzotriazole in water
Henry Zúñiga‐Benítez, Jafar Soltan, Gustavo A. Peñuela
2014· article· en· Water Science & Technology· Materials Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Physicochemical assessment of urban wastewater of Cotonou (Benin)
Mohamed Moukorab Arêmou Daouda, Sena Peace Hounkpè, Metogbe Belfrid Djihouessi, Akuemaho Virgile Onésime Akowanou, Martin Pépin Aïna, Patrick Drogui
2021· article· en· Water Science & Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Occurrence of tylosin in swine wastewater in Mexico
Liliana García‐Sánchez, Marco A. Garzón‐Zúñiga, Gerardo Buelna, Gabriela Chávez, A. Noyola, Martha Avilez-Flores +1 more
2013· article· en· Water Science & Technology· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affunlabeled
Modeling ammonia removal in aerated facultative lagoons
C.D. Houweling, Lynda Kharoune, A. Escalas, Yves Comeau
2005· article· en· Water Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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