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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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Thermal properties of materials
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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.

876 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.
876 works in the cohort · of 4,299,418page 1 of 18

Labels cover 2 of 876 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 876 of 876 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
In-plane phonon transport in thin films
Joseph E. Turney, Alan J. H. McGaughey, Cristina H. Amon
2010· article· en· Journal of Applied Physics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
142
citations
afffundunlabeled
Cross-plane phonon transport in thin films
Daniel P. Sellan, Joseph E. Turney, Alan J. H. McGaughey, Cristina H. Amon
2010· article· en· Journal of Applied Physics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
141
citations
affunlabeled
Vibrational Heat Transport in Molecular Junctions
Dvira Segal, Bijay Kumar Agarwalla
2016· article· en· Annual Review of Physical Chemistry· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
136
citations
afffundunlabeled
A review on high thermally conductive polymeric composites
Shahriar Ghaffari‐Mosanenzadeh, Omid Aghababaei Tafreshi, Erik Dammen‐Brower, Elmira Rad, Mohammad Meysami, Hani E. Naguib
2021· review· en· Polymer Composites· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
73
citations
afffundunlabeled
Disruption of superlattice phonons by interfacial mixing
Samuel Huberman, Jason M. Larkin, Alan J. H. McGaughey, Cristina H. Amon
2013· article· en· Physical Review B· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
63
citations
affunlabeled
Bias Dependence of Non-Fourier Heat Spreading in GaN HEMTs
Yang Shen, Xuesong Chen, Yuchao Hua, Han-Ling Li, Lan Wei, Bing Cao
2022· article· en· IEEE Transactions on Electron Devices· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
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