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Record W7160554002 · doi:10.1201/9781003390497-13

Bioactives and Therapeutic Potential of Red Root Pigweed (Amaranthus retroflexus L.) and Berlandier's Amaranth (Amaranthus polygonoides L.)

2023· book-chapter· en· W7160554002 on OpenAlex
Vrushali Manoj Hadkar, Nayan Kumar Sishu, Chinnadurai Immanuel Selvaraj

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

VenueApple Academic Press eBooks · 2023
Typebook-chapter
Languageen
FieldAgricultural and Biological Sciences
TopicSeed and Plant Biochemistry
Canadian institutionsnot available
Fundersnot available
KeywordsAmaranthTaprootInflorescencePetiole (insect anatomy)AmaranthaceaeRed Clover

Abstract

fetched live from OpenAlex

Amaranthus retroflexus L. is an annual herb and one of the most common weedy amaranth that is native to tropical America. It primarily grows in the riverbank of Eastern and Central USA, South-Eastern Canada, and Mexico (Sauer, 1967). A recent study reveals that the plant has a wide distribution in Asia, Europe, South America, and Africa (Pacifico et al., 2008). The plant is commonly called “Rough Pigweed” or “Redroot Pigweed” Amaranth. The amaranth has an erect stem of about 2 m with fine hairs, and it is freely branched. The leaves are rhombic-ovate and green in color with a long thin petiole and wavy or undulating margin (CABI, 2021). The inflorescence is greenish or crimson and clustered terminally; the flower is densely crowded and has green spiny bracts. The flowering occurs from July-September. The fruit is a utricle or a membranous bladder with a tiny black or dark brown oval seed. The root system contains pink or red short stout taproots (Walsh, 1993).

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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.536
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.028
GPT teacher head0.222
Teacher spread0.194 · 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