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Record W2736600940

Utilização de ensaios tecnológicos como auxílio na interpretação do polimento de rochas ornamentais

2015· article· pt· W2736600940 on OpenAlex
Jefferson Luiz Camargo, Antônio Carlos Artur, Leonardo Luiz Lyrio da Silveira

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

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.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUNESP Institutional Repository (São Paulo State University) · 2015
Typearticle
Languagept
FieldEngineering
TopicTunneling and Rock Mechanics
Canadian institutionsnot available
Fundersnot available
KeywordsGeologyGneissPetrographyPolishingMineralogyMaterials scienceGeochemistryComposite materialMetamorphic rock
DOInot available

Abstract

fetched live from OpenAlex

The polishment is the main type of finishing performed in slabs and tiles of rocks, which is done by the friction generated in the rotational motion of abrasive elements disposed in polishing heads, under pressure, against the rock surface. The rock is an active element in the process, therefore the knowledge of its properties, can contribute to improving the understanding of this important stage of processing. Three petrographic types of rocks with distinct textural and structural, were selected for this study, in order to compare the results of characterization tests and try to relate intrinsic characteristics which most influenced the action of wear, supporting information for interpretation of the polishing process. The chosen materials were charnockite, monzogranite and gneiss, known commercially Verde Labrador, Cinza Castelo and Preto Indiano. Among the mechanical-physical tests, the results of the uniaxial compression strength, density, water absorption, coefficient of linear thermal expansion and propagation of longitudinal waves show no direct correlation with experimental results of polishing. On the other hand, the porosity, wear resistance and knoop hardness show apparent direct correlation with the rock polishing.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.635
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.019
GPT teacher head0.218
Teacher spread0.199 · 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