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Record W4382574660 · doi:10.5376/bm.2023.14.0003

Establishment of Tissue Culture and Rapid Propagation System on <i>Mandevilla sanderi</i>

2023· article· en· W4382574660 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.

venuePublished in a venue whose home country is Canada.
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

VenueBioscience Methods · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant tissue culture and regeneration
Canadian institutionsnot available
Fundersnot available
KeywordsSubculture (biology)Tissue cultureGerminationSucroseHorticultureBotanySeedingBiologyChemistryIn vitroFood scienceAgronomyBiochemistry

Abstract

fetched live from OpenAlex

Aimed at the problems of low reproductive coefficient and long seeding period for Mandevilla sanderi ‘Sunparasol’, the rapid propagation system was studied in this article. Research results showed as follows: The disinfectant and disinfection time for young stem segments of M.sanderi is 0.1% HgCl 2 for 3 min; When the culture medium is MS+6-BA 4 mg/L+NAA 0.1 mg/L, the germination rate is as high as 93.33%; In the subculture stage, the number of multiplication and growth is strong in the medium of MS+6-BA 2 mg/L+NAA 0.1 mg/L, and the multiplication coefficient is 4.31; Sucrose concentration of 40 g/L can promote the growth of fine tissue culture seedlings; the optimum growth condition of test tube seedlings is the best when 1~2 mg/L of CCC is added; The suitable rooting medium is 1/2MS+NAA 0.1 mg/L, the rooting rate is 83.33%, and the average rooting number is 4.3. The above-mentioned establishment of tissue culture rapid propagation system has important guiding significance for the large-scale production of M.sanderi .

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)0.001
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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.185
Threshold uncertainty score0.397

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.023
GPT teacher head0.312
Teacher spread0.290 · 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