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Record W4245878757 · doi:10.1063/1.3099583

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2009· article· en· W4245878757 on OpenAlex

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aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
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Bibliographic record

VenuePhysics Today · 2009
Typearticle
Languageen
FieldChemistry
TopicAnalytical Chemistry and Chromatography
Canadian institutionsnot available
Fundersnot available
KeywordsPhysicsNanotechnologyPolymer scienceChemistryMaterials science

Abstract

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Biological and medical physics Section:ChooseTop of pageBiological and medical ph... <<Chemical physicsComputers and computation...Condensed-matter physicsCosmology and relativityDevice physicsEnergy and environmentFluidsGeophysicsHistory and philosophyInstrumentation and techn...Materials scienceCITING ARTICLES Raman and SERS Investigations of Pharmaceuticals. M. Baia, S. Astilean, T. Iliescu. Springer, Berlin, Germany, 2008. $159.00 (214 pp.). ISBN 978-3-540-78282-7 Vibrational Spectroscopy in Life Science. F. Siebert, P. Hildebrandt. Tutorials in Biophysics . Wiley-VCH, Weinheim, Germany, 2008. $124.00 (310 pp.). ISBN 978-3-527-40506-0 Chemical physics Section:ChooseTop of pageBiological and medical ph...Chemical physics <<Computers and computation...Condensed-matter physicsCosmology and relativityDevice physicsEnergy and environmentFluidsGeophysicsHistory and philosophyInstrumentation and techn...Materials scienceCITING ARTICLES Amplification of Chirality . K. Soai, ed. 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ISBN 978-3-540-79408-0Condensed-matter physicsSection:ChooseTop of pageBiological and medical ph...Chemical physicsComputers and computation...Condensed-matter physics <<Cosmology and relativityDevice physicsEnergy and environmentFluidsGeophysicsHistory and philosophyInstrumentation and techn...Materials scienceCITING ARTICLES Balance Equation Approach to Electron Transport in Semiconductors . X. L. Lei. Frontiers of Research with the Chinese Academy of Sciences 2. World Scientific, Hackensack, NJ, 2008. $78.00 (636 pp.). ISBN 978-981-281-902-4 Electrical Transport in Nanoscale Systems . M. Di Ventra. Cambridge U. Press, New York, 2008. $80.00 (476 pp.). ISBN 978-0-521-89634-4 Quantum Magnetism. B. Barbara, Y. Imry, G. Sawatzky, P. C. E. Stamp, eds. NATO Science for Peace and Security Series B: Physics and Biophysics . Proc. inst., Les Houches, France, June 2006. Springer, Dordrecht, the Netherlands, 2008. $179.00, $74.95 paper (249 pp.). 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ISBN 978-0-7354-0567-7 N-Body Gravitational Problem: Unrestricted Solution. 2nd ed. K. Havel. Grevyt Press, Brampton, ON, Canada, 2008 [2003]. $14.95 paper (96 pp.). ISBN 978-0-9689120-5-8Device physicsSection:ChooseTop of pageBiological and medical ph...Chemical physicsComputers and computation...Condensed-matter physicsCosmology and relativityDevice physics <<Energy and environmentFluidsGeophysicsHistory and philosophyInstrumentation and techn...Materials scienceCITING ARTICLES Smart Devices: Modeling of Material Systems. S. M. Sivakumar, V. Buravalla, A. R. Srinivasa, eds. AIP Conference Proceedings 1029. Proc. wksp., Chennai, India, Jan. 2008. AIP, Melville, NY, 2008. $165.00 (312 pp.). ISBN 978-0-7354-0553-0 Wafer Level 3-D ICs Process Technology. C. S. Tan, R. J. Gutmann, L. R. Reif, eds. Series on Integrated Circuits and Systems. Springer, New York, 2008. $129.00 (358 pp.). ISBN 978-0-387-76532-7 Energy and environmentSection:ChooseTop of pageBiological and medical ph...Chemical physicsComputers and computation...Condensed-matter physicsCosmology and relativityDevice physicsEnergy and environment <<FluidsGeophysicsHistory and philosophyInstrumentation and techn...Materials scienceCITING ARTICLES Hydroecology and Ecohydrology: Past, Present, and Future. P. J. Wood, D. M. Hannah, J. P. Sadler, eds. Wiley, Hoboken, NJ, 2008 [2007, reissued]. $185.00 (436 pp.). ISBN 978-0-470-01017-4 The Long Thaw: How Humans Are Changing the Next 100,0000 Years of Earth’s Climate. D. Archer. Science Essentials. Princeton U. Press, Princeton, NJ, 2009. $22.95 (180 pp.). ISBN 978-0-691-13654-7 Political Theory and Global Climate Change . S. Vanderheiden, ed. MIT Press, Cambridge, MA, 2008. $60.00, $24.00 paper (228 pp.). ISBN 978-0-262-22084-2, ISBN 978-0-262-72052-6 paper Solar Revolution: The Economic Transformation of the Global Energy Industry. T. Bradford. MTT Press. Cambridge, MA, 2008 [2006, reissued]. $14.95 paper (238 pp.). ISBN 978-0-262-52494-0FluidsSection:ChooseTop of pageBiological and medical ph...Chemical physicsComputers and computation...Condensed-matter physicsCosmology and relativityDevice physicsEnergy and environmentFluids <<GeophysicsHistory and philosophyInstrumentation and techn...Materials scienceCITING ARTICLES The XVth International Congress on Rheology. Parts 1 and 2. A. Co, L. G. Leal, R. H. Colby, A. J. Giacomin, eds. AIP Conference Proceedings 1027. Proc. mtg., Monterey, CA, Aug. 2008. AIP, Melville, NY, 2008. $399.00 set (1473 pp. set). ISBN 978-0-7354-0549-3 paper The Detonation Phenomenon. J. H. S. Lee. Cambridge U. Press, New York, 2008. $99.00 (388 pp.). ISBN 978-0-521-89723-5 Fluid Mechanics: An Introduction to the Theory of Fluid Flows . F. Durst. Springer, Berlin, Germany, 2008. $109.00 (723 pp.). ISBN 978-3-540-71342-5 Introduction to the Numerical Analysis of Incompressible Viscous Flows. W. Layton. Computational Science and Engineering 6. SIAM, Philadelphia, 2008. $67.00 paper (213 pp.). ISBN 978-0-898716-57-3 Shock Wave Reflection Phenomena. 2nd ed. G. Ben-Dor. Shock Wave and High Pressure Phenomena. Springer, Berlin, Germany, 2007 [1991]. $199.00 (342 pp.). ISBN 978-3-540-71381-4 Statistical Microhydrodynamics. E. G. Sinaiski, L. I. Zaichik. Wiley-VCH, Weinheim, Germany, 2008. $230.00 (470 pp.). ISBN 978-3-527-40656-2 Theory and Simulation of Hard-Sphere Fluids and Related Systems. A. Mulero, ed. Lecture Notes in Physics 753. Springer, Berlin, Germany, 2008! $129.00 (546 pp.). ISBN 978-3-540-78766-2 Geophysics Section:ChooseTop of pageBiological and medical ph...Chemical physicsComputers and computation...Condensed-matter physicsCosmology and relativityDevice physicsEnergy and environmentFluidsGeophysics <<History and philosophyInstrumentation and techn...Materials scienceCITING ARTICLES Airglow as an Indicator of Upper Atmospheric Structure and Dynamics . V. Yu. Khomich, A. 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Khan, C. V. Deutsch. Wiley, Hoboken, NJ, 2008. $79.95 paper (207 pp.). ISBN 978-0-470-17792-1History and philosophySection:ChooseTop of pageBiological and medical ph...Chemical physicsComputers and computation...Condensed-matter physicsCosmology and relativityDevice physicsEnergy and environmentFluidsGeophysicsHistory and philosophy <<Instrumentation and techn...Materials scienceCITING ARTICLES The Age of Entanglement: When Quantum Physics Was Reborn. L. Gilder. Alfred A. Knopf, New York, 2008. $27.50 (443 pp.). ISBN 978-1-4000-4417-7 The Atom and the Apple: Twelve Tales from Contemporary Physics. S. Balibar (translated from French by N. Stein). Princeton U. Press, Princeton, NJ, 2008. $24.95 (190 pp.). ISBN 978-0-691-13108-5 Charles Darwin: The Beagle Letters. F. Burkhardt, ed. Cambridge U. Press, New York, 2008. $32.00 (470 pp.). ISBN 978-0-521-89838-6 The Constant Fire: Beyond the Science vs. Religion Debate. A. Frank. U. California Press, Berkeley, 2009. $24.95 (288 pp.). 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Proc. wksp., Bucharest, Romania, Oct. 2007. AIP, Melville, NY, 2008. $169.00 (224 pp.). ISBN 978-0-7354-0560-8 Portable X-Ray Fluorescence Spectrometry: Capabilities for In Situ Analysis . P. J. Potts, M. West, eds. Royal Society of Chemistry, Cambridge, UK, 2008. $189.00 (291 pp.). ISBN 978-0-85404-552-5 Transmission Electron Microscopy: Physics of Image Formation . 5th ed. L. Reimer, H. Kohl. Springer Series in Optical Sciences 36. Springer, New York, 2008 [1997]. $139.00 (587 pp.). ISBN 978-0-387-40093-8 The Uncertainty in Physical Measurements: An Introduction to Data Analysis in the Physics Laboratory. P. Fornasini. Springer, New York, 2008. $89.95 (289 pp.). ISBN 978-0-387-78649-0 Materials science Section:ChooseTop of pageBiological and medical ph...Chemical physicsComputers and computation...Condensed-matter physicsCosmology and relativityDevice physicsEnergy and environmentFluidsGeophysicsHistory and philosophyInstrumentation and techn...Materials science <<CITING ARTICLES Advanced Tomographic Methods in Materials Research and Engineering . J. Banhart, ed. Monographs on the Physics and Chemistry of Materials. Oxford U. Press, New York, 2008. $150.00 (462 pp.). ISBN 978-0-19-921324-5, CD-ROM Crystallography of Modular Materials . G. Ferraris, E. Makovicky, S. Merlino. IUCr Monographs on Crystallography 15. Oxford U. Press, New York, 2008 [2004, reissued]. $70.00 paper (372 pp.). ISBN 978-0-19-954569-8 Functionalized Nanoscale Materials, Devices and Systems. A. Vaseashta, I. N. Mihailescu, eds. NATO Science for Peace and Security Series B: Physics and Biophysics . Proc. inst., Sinaia, Romania, June 2007. Springer, Dordrecht, the Netherlands, 2008. $229.95, $99.95 paper (489 pp.). ISBN 978-1-4020-8901-5, ISBN 978-1-4020-8902-2 paper © 2009 American Institute of Physics.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.943
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.010
GPT teacher head0.233
Teacher spread0.223 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it