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Record W4385319039 · doi:10.1007/s12598-023-02291-3

Microstructure and properties of as‐cast Zr‐2.5Nb‐1X (X = Ru, Mo, Ta and Si) alloys for biomedical application

2023· article· en· W4385319039 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRare Metals · 2023
Typearticle
Languageen
FieldMedicine
TopicOrthopaedic implants and arthroplasty
Canadian institutionsUniversity of Manitoba
FundersNational Natural Science Foundation of China
KeywordsMaterials scienceMicrostructureTantalumMetallurgy

Abstract

fetched live from OpenAlex

Abstract The microstructure and properties of as‐cast Zr‐2.5Nb‐1X (X = Ru, Mo, Ta and Si) alloy are screened to explore novel biomedical zirconium alloys for magnetic resonance applications. Corresponding microstructure and phase transformation were characterized using X‐ray diffraction (XRD), scanning electron microscope (SEM) and transmission electron microscope (TEM). Hardness test, magnetic detection and electrochemical corrosion measurements are taken to present properties. The results show that all alloys consist of α‐Zr, β‐Zr and ω‐Zr. α‐Zr and β‐Zr mainly exist in the form of parallel and intersecting plates, and nanoscale ω‐Zr is dispersed in β‐Zr plate. Especially, blocky ω‐Zr with needle‐like α‐Zr is only found in plate‐free blocks of Zr‐2.5Nb‐1Mo/Ru alloy. The orientation relationship (OR) between α‐ Zr and ω‐Zr follows // and //( 011) ω . Combining this OR with the OR between β‐Zr and ω‐Zr, the transformation relationship between β‐Zr/ω‐Zr and α‐Zr is also discussed. Zr‐2.5Nb‐1Ru alloy with high corrosion potential (− 0.500 V), low corrosion rate (0.949 μm·year –1 ) and low magnetic susceptibility (92 × 10 −6 ) shows great potential to be a novel biomedical implant with magnetic resonance imaging compatibility. Based on the experimental results, the possible relationship among alloying elements, microstructure and properties has been established in these Zr‐2.5Nb‐1X alloys.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.714
Threshold uncertainty score0.338

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)0.0000.000

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 head0.020
GPT teacher head0.269
Teacher spread0.248 · 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