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Record W3035981752 · doi:10.1021/acs.jpcc.0c03589

Phase Evolution in Methylammonium Tin Halide Perovskites with Variable Temperature Solid-State <sup>119</sup>Sn NMR Spectroscopy

2020· article· en· W3035981752 on OpenAlexafffund
Michelle Ha, Abhoy Karmakar, Guy M. Bernard, Enoc Basilio, Arun Krishnamurthy, Abdelrahman M. Askar, Karthik Shankar, Scott Kroeker, Vladimir K. Michaelis

Bibliographic record

VenueThe Journal of Physical Chemistry C · 2020
Typearticle
Languageen
FieldEngineering
TopicPerovskite Materials and Applications
Canadian institutionsUniversity of ManitobaUniversity of Alberta
FundersNatural Sciences and Engineering Research Council of CanadaAlberta InnovatesCanada Foundation for InnovationUniversity of ManitobaCanada First Research Excellence FundUniversity of Alberta
KeywordsHalidePerovskite (structure)TinNuclear magnetic resonance spectroscopyChemical shiftSpectroscopyChemistryPhase (matter)Solid-state nuclear magnetic resonanceMetal halidesMetalOctahedronCrystallographyMaterials scienceChemical physicsInorganic chemistryPhysical chemistryNuclear magnetic resonanceCrystal structureStereochemistryOrganic chemistry

Abstract

fetched live from OpenAlex

Hybrid organic–inorganic metal-halide perovskite materials are an emerging class of materials that could profoundly change the optoelectronic and solar absorber research fields and have far-reaching applications. Unfortunately, the leading solar-absorbing candidates are lead-containing materials and suffer from chemical instability, eventually decomposing, resulting in detrimental long-term environmental concerns. A series of nontoxic group 14 Sn(II)-based hybrid organic–inorganic metal-halide perovskites is investigated using variable-temperature solid-state nuclear magnetic resonance (NMR) spectroscopy to examine their unique phases that appear between 150 and 540 K. Each phase of the MASnX 3 (MA + = CH 3 NH 3 + and X – = Cl –, Br –, or I – ) series is identified and compared to results from quantum chemical calculations of anionic polyhedron clusters. The analysis of the polyhedra about the Sn center is further related to the measured chemical shift anisotropy present when Sn deviates from octahedral symmetry. We also discuss the rapid degradation of pristine MASnI 3 over 2 days studied using in situ 119 Sn NMR spectroscopy. Finally, we report on the 1 H, 13 C, 119 Sn, and 207 Pb NMR structural properties of a Sn/Pb mixed B-site (MASn 0.5 Pb 0.5 I 3 ) perovskite, demonstrating the sensitivity of the chemical shift to B-site substitution.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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 head0.005
GPT teacher head0.232
Teacher spread0.226 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations39
Published2020
Admission routes2
Has abstractyes

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Same venueThe Journal of Physical Chemistry CSame topicPerovskite Materials and ApplicationsFrench-language works237,207