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Record W7024025004

REFLECTANCE AND COLORIMETRIC CHARACTERISTICS OF METALLOCOMPLEXES OF FLAVONOIDS FROM CANADIAN GOLDENROD

2024· article· en· W7024025004 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.

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

VenueThe Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy · 2024
Typearticle
Languageen
FieldEngineering
TopicRemote-Sensing Image Classification
Canadian institutionsnot available
Fundersnot available
KeywordsReflectivityPigmentNear infrared reflectance spectroscopyFlavonoid
DOInot available

Abstract

fetched live from OpenAlex

The results of solid-phase analysis of complexes of flavonoids with Ca(II) and Al(III), which were obtained from the aqueous extract of the inflorescences of the canadian goldenrod, are presented. The methods of reflectance spectroscopy in the visible range and colorimetry (CIE XYZ, CIE L*a*b* systems) were used to characterize the preparations. A bathochromic shift of the long-wave band in the reflectance spectra of the complexes relative to unassociated flavonoids was revealed, which is associated with an increase in the degree of conjugation in the chromophore system as a result of binding with metal ions. The criteria of differential spectrophotometry and colorimetry are proposed to confirm the differences between the complexes of flavonoids with Ca(II) and Al(III). The obtained results confirm the prospect of expanding the raw material base for obtaining biologically active metal complexes of flavonoids, improve the methodological basis of non-destructive analysis of dyes such as aluminum lakes, and can also be used in the development of biohybrid materials.

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 score0.674
Threshold uncertainty score0.619

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
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 head0.045
GPT teacher head0.293
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