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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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Smart Agriculture and AI
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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.

affaffiliation
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venuejournal
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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.

930 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.
930 works in the cohort · of 4,299,418page 8 of 19

Labels cover 1 of 930 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 930 of 930 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundvenueunlabeled
A novel method for manually falling trees
Florian Noll, C. Kevin Lyons
2010· article· en· The Forestry Chronicle· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Future Directions and Ethical Considerations
Christo El Morr, Manar Jammal, Hossam Ali‐Hassan, Walid El-Hallak
2022· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · sts
4
citations
venueno affunlabeled
Machine Learning Techniques Based Prediction for Crops in Agriculture
D. ManendraSai, Mr. Satish Dekka, M.M. Rafi, Mr. Maddala Rama Durga Apparao, Mr. Talachendri Suryam, M. Ravindranath
2023· article· en· Journal of Survey in Fisheries Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Smart garden with intruder detection system
E. Annapoorna, Aditi Manduva, R.P. Ram Kumar, Manu Hajari, Haider Alabdeli, B Rajalakshmi +2 more
2024· article· en· E3S Web of Conferences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Smart Decision-Support System for Pig Farming
Hao Wang, Boyang Li, Haoming Zhong, Ahong Xu, Yingjie Huang, Jingfu Zou +5 more
2022· article· en· Drones· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
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How this was built: Screen · Findings · About