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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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Advanced Thermodynamics and Statistical Mechanics
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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.

979 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.
979 works in the cohort · of 4,299,418page 6 of 20

Labels cover 0 of 979 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 979 of 979 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Life—Warm, wet and noisy?
Chanelle C. Jumper, Gregory D. Scholes
2013· review· en· Physics of Life Reviews· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Exergy Analysis of Green Energy Systems
İbrahim Dinçer, Marc A. Rosen
2011· book-chapter· en· Progress in green energy· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Escaping the Gravitational Pull of Softmax
Jincheng Mei, Chenjun Xiao, Bo Dai, Lihong Li, Csaba Szepesvári, Dale Schuurmans
2020· article· en· Neural Information Processing Systems· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Boundary layer variational principles: A case study
Miroslav Grmela, Iliya V. Karlin, Vladimir B. Zmievski
2002· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
afffundno abstractunlabeled
Noise and conditional entropy evolution
Michael C. Mackey, Marta Tyran‐Kamińska
2005· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Thermodynamic Fundamentals
İbrahim Dinçer, Marc A. Rosen
2012· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
On Intrinsic Exergy Efficiency and Heat Pumps
Jalel Labidi, Emmanuel Boulet, Jean Paris
2000· article· en· Process Safety and Environmental Protection· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
Particle current statistics in driven mesoscale conductors
Marlon Brenes, Giacomo Guarnieri, Archak Purkayastha, Jens Eisert, Dvira Segal, Gabriel T. Landi
2023· article· en· Physical review. B./Physical review. B· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
A note on Randi´c energy
Li Jianxi, Guo Jiming, Wai Chee Shiu
2015· article· en· HKBU Institutional Repository (Hong Kong Baptist University)· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
11
citations
venueno affunlabeled
On intractable tracks
Arto Annila, Stanley N. Salthe
2012· article· en· Physics Essays· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Isometric Uncertainty Relations
2020· article· en· Journal of Statistical Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
11
citations
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