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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.

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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Metallurgy and Material Science
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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
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.

229 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
229 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 229 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 229 of 229 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.

venueno affunlabeled
A Model Study of Growth of Publications on the Field of Biofuels
Donaji Jiménez-Islas, Miriam Edith Pérez-Romero, José Álvarez García, María de la Cruz del Río‐Rama
2023· article· en· International Journal of Design & Nature and Ecodynamics· Materials Science
machine prediction:candidate · bibliometricsconsensus · none
1
citations
fundno affunlabeled
The 1975 stable lads strike
Janet L. Miller
2010· article· en· Journal of the American Chemical Society· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Flowing from intersection product to cup product
Greg Friedman, Anibal M. Medina-Mardones, Dev Sinha
2024· article· en· Journal of Topology and Analysis· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2019· article· en· Pump Industry Analyst· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2020· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2019· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2019· article· en· Pump Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)83251-0
2000· article· en· Time to knit· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2010· article· en· Pump Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2005· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2017· article· en· Pump Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2018· article· en· Pump Industry Analyst· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
FSI forms Canadian water treatment JV
2011· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2011· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Biorem Inc, Canada
2011· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
claims_per_patents_ctry_ep_Canada-1.png
Florian Seliger
2019· dataset· en· Harvard Dataverse· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
EPR volume 12 issue 4 Cover and Front matter
Gina Gustavsson, Ludvig Stendahl, Daniela Giannetti, Andrea Pedrazzani, Luca Pinto, Marcel Hanegraaff +8 more
2020· article· en· European Political Science Review· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
20C 勞動法 歷史에 관한 小考
이을형
2006· article· ko· 노동법논총· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2018· article· en· Pump Industry Analyst· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Boilerplate_Explanatory_Note.rtf
Claire Peacock, Karolina M. Milewicz, Duncan Snidal
2020· dataset· en· Harvard Dataverse· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Abell 43 a Pulsating Hydrogen Rich PG 1159
Pierre-Olivier Quirion, G. Fontaine, P. Brassard
2005· article· en· Journal of the Royal Astronomical Society of Canada· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Alfa Laval AB, Sweden
2021· article· en· Filtration Industry Analyst· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About