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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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Statistical Mechanics and Entropy
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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.

307 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
307 works in the cohort · of 4,299,418page 1 of 7

Labels cover 1 of 307 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 307 of 307 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.

affunlabeled
A Bayes tour of inversion: A tutorial
Tadeusz J. Ulrych, Mauricio D. Sacchi, Alan Woodbury
2001· article· en· Geophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
273
citations
affunlabeled
Maximum Entropy Fundamentals
Peter Harremoës, Flemming Topsøe
2001· article· en· Entropy· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
143
citations
affunlabeled
The Thermodynamic Model for Nuclear Multifragmentation
Chinmay Das, W. G. Lynch, A. Z. Mekjian, M. B. Tsang
2004· article· en· CERN Document Server (European Organization for Nuclear Research)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
82
citations
affunlabeled
The pigeon as particle filter
Nathaniel D. Daw, Aaron Courville
2007· article· en· Neural Information Processing Systems· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Extreme-value-theoretic estimation of local intrinsic dimensionality
Laurent Amsaleg, Oussama Chelly, Teddy Furon, Stéphane Girard, Michael E. Houle, Ken‐ichi Kawarabayashi +1 more
2018· article· en· Data Mining and Knowledge Discovery· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
52
citations
affno abstractunlabeled
A unified formulation of entropy and its application
N. Balakrishnan, Francesco Buono, Maria Longobardi
2022· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
L-moments and C-moments
Tadeusz J. Ulrych, Danilo R. Velis, Allan D. Woodbury, Mauricio D. Sacchi
2000· article· en· Stochastic Environmental Research and Risk Assessment· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
45
citations
affno abstractunlabeled
The K-deformed multinomial logit model
Dominique Rajaonarison, Denis Bolduc, Hubert Jayet
2004· article· en· Economics Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
41
citations
afffundno abstractunlabeled
Superstatistics of the Dunkl oscillator
H. Hassanabadi, M. de Montigny, Won Sang Chung, P. Sedaghatnia
2021· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Duality in nonextensive statistical mechanics
Iliya V. Karlin, Miroslav Grmela, Alexander N. Gorban
2002· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
24
citations
affunlabeled
On Powers of Gaussian White Noise
2011· article· en· IEEE Transactions on Information Theory· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
The holographic entropy zoo
2018· article· en· Journal of High Energy Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
21
citations
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