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Record W2039868066 · doi:10.2138/am.2008.528

Amorphous materials: Properties, structure, and durability: Preface to the amorphous materials special section

2008· article· en· W2039868066 on OpenAlexaffabout
Grant S. Henderson, Daniel R. Neuville

Bibliographic record

VenueAmerican Mineralogist · 2008
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicMineralogy and Gemology Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCitationSection (typography)Art historyLibrary scienceArtHistoryComputer science

Abstract

fetched live from OpenAlex

Research Article| October 01, 2008 Amorphous materials: Properties, structure, and durability†: Preface to the amorphous materials special section Grant S. Henderson; Grant S. Henderson * 1Department of Geology, University of Toronto, 22 Russell Street, Toronto M5S 3B1, Canada *E-mail: henders@geology.utoronto.ca and neuville@ipgp.jussieu.fr Search for other works by this author on: GSW Google Scholar Daniel R. Neuville Daniel R. Neuville 2Physique des Minéraux et Magmas CNRS-IPGP 75005 Paris, France Search for other works by this author on: GSW Google Scholar Author and Article Information Grant S. Henderson * 1Department of Geology, University of Toronto, 22 Russell Street, Toronto M5S 3B1, Canada Daniel R. Neuville 2Physique des Minéraux et Magmas CNRS-IPGP 75005 Paris, France *E-mail: henders@geology.utoronto.ca and neuville@ipgp.jussieu.fr Publisher: Mineralogical Society of America First Online: 02 Mar 2017 Online ISSN: 1945-3027 Print ISSN: 0003-004X © 2008 American Mineralogist American Mineralogist (2008) 93 (10): 1485. https://doi.org/10.2138/am.2008.528 Article history First Online: 02 Mar 2017 Cite View This Citation Add to Citation Manager Share Icon Share Facebook Twitter LinkedIn Email Permissions Search Site Citation Grant S. Henderson, Daniel R. Neuville; Amorphous materials: Properties, structure, and durability: Preface to the amorphous materials special section. American Mineralogist 2008;; 93 (10): 1485. doi: https://doi.org/10.2138/am.2008.528 Download citation file: Ris (Zotero) Refmanager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentBy SocietyAmerican Mineralogist Search Advanced Search This special issue of American Mineralogist focuses on the "Structure and Properties of Silicate Melts and Fluids," and follows the inaugural meeting "Frontiers in Mineral Sciences 2007" held in Cambridge between June 26–28, 2007 by the four mineralogical societies: the Mineralogical Society of Great Britain and Ireland, the Mineralogical Society of America, the Mineralogical Association of Canada, and the Société Française de Minéralogie et de Cristallographie. Plans for this special issue were initiated during the conference, and we invited all the participants, as well as additional scientists, to contribute papers on aspects of their research related to the theme of... You do not have access to this content, please speak to your institutional administrator if you feel you should have access.

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.

How this classification was reachedexpand

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.262
Threshold uncertainty score0.999

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 studies0.0010.002
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 head0.021
GPT teacher head0.204
Teacher spread0.182 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2008
Admission routes2
Has abstractyes

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