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Record W4280598529 · doi:10.1080/10426507.2022.2036150

Phospha-Mannich reactions of PH <sub>3</sub> and its analogs

2022· article· en· W4280598529 on OpenAlexaff
Д. В. Моисеев, Brian R. James

Bibliographic record

VenuePhosphorus, sulfur, and silicon and the related elements · 2022
Typearticle
Languageen
FieldChemistry
TopicOrganophosphorus compounds synthesis
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsHydroxymethylChemistryMannich reactionPhosphoniumAdductPhosphineOrganic chemistryCatalysis

Abstract

fetched live from OpenAlex

The easiest route to form compounds with P–Csp3–N linkage(s) is phosphorus-based Mannich-type reactions (phospha-Mannich reactions) between phosphines (R3P, R2PH, RPH2, PH3), carbonyl compounds (mainly CH2O) and amines (R2NH, RNH2, NH3). Because of toxicity and inflammability, applications of PH3 and its liquid analog (Me3Si)3P in such reactions are rare. Stable, less toxic, and non-pyrophoric adducts of PH3 with CH2O, i.e., tris(hydroxymethyl)phosphine (HOCH2)3P and tetrakis(hydroxymethyl)phosphonium (HOCH2)4P+ salts, are often used as both P- and C-sources in phospha-Mannich reactions, providing many acyclic and cyclic P,N-ligands, among which 1,3,5-triaza-7-phosphaadamantane (PTA) is most known. Phospha-Mannich reactions of (HOCH2)4P+ salts with urea form condensation products that are used to impart fire retardance to cotton materials, the most important and oldest area of application of the salts. The use of (HOCH2)3P and (HOCH2)4P+ salts as cross-linking agents in protein-based hydrogel manufacturing, enzyme immobilization on NH2-containing supports, and leather tanning, is also based on phospha-Mannich reactions and ability to form P–CH2–N linkages with amino acids residues. Mechanistic aspects of phospha-Mannich reactions are discussed.

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 score0.006
Threshold uncertainty score0.021

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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.007
GPT teacher head0.205
Teacher spread0.198 · 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

Citations13
Published2022
Admission routes1
Has abstractyes

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