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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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Adsorption and biosorption for pollutant removal
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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.

1,202 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.
1,202 works in the cohort · of 4,299,418page 4 of 25

Labels cover 7 of 1,202 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 1,202 of 1,202 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Removal of Congo red dye from aqueous environment by zinc terephthalate metal organic framework decorated on silver nanoparticles-loaded biochar: Mechanistic insights of adsorption
Kehinde Shola Obayomi, Sie Yon Lau, Oluwatobiloba Ibrahim, Jianhua Zhang, Louise Meunier, Mathias Maduakolam Aniobi +3 more
2023· article· en· Microporous and Mesoporous Materials· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
77
citations
affno abstractunlabeled
Cadmium and copper heavy metal treatment from water resources by high-performance folic acid-graphene oxide nanocomposite adsorbent and evaluation of adsorptive mechanism using computational intelligence, isotherm, kinetic, and thermodynamic analyses
Mohammad Eftekhari, Mehran Akrami, Mohammad Gheibi, Hossein Azizi‐Toupkanloo, Amir M. Fathollahi‐Fard, Guangdong Tian
2020· article· en· Environmental Science and Pollution Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
69
citations
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How this was built: Screen · Findings · About