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Record W2405453040

Conference on plant-made pharmaceuticals. 16-19 March 2003, Québec City, Québec, Canada.

2003· other· en· W2405453040 on OpenAlexaboutno aff
Brandon Price

Bibliographic record

VenuePubMed · 2003
Typeother
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicTransgenic Plants and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsGovernment (linguistics)MainstreamBiopharmaceuticalEngineeringBusinessBiotechnologyPolitical scienceBiologyLaw
DOInot available

Abstract

fetched live from OpenAlex

The Conference on Plant-Made Pharmaceuticals was an inaugural event organized by Molecular Farming Association Inc, a non-profit organization created in 2000 to support the emergence of plant-made biopharmaceuticals and plant-factory companies. The meeting was sponsored by the Government of Canada, the Gouvermement du Québec and the Société Générale de Financement, along with 20 companies involved in plant-made pharmaceuticals and related activities. Although there was very little discussion of new biopharmaceuticals under development with these systems, this was the first meeting where participants could survey the entire breadth of technologies and approaches that are being taken to produce biopharmaceuticals in transgenic plants. Participants also heard about the technical, manufacturing and regulatory issues confronting transgenic plant expression systems, as well as from 'new technology' companies that hav not previously presented in a public forum. There was a clear sense emerging from the meeting that the hurdles currently facing the industry will be overcome and that transgenic plant systems will eventually move into the mainstream of biopharmaceutical manufacturing technologies.

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 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), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.215
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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 head0.035
GPT teacher head0.255
Teacher spread0.220 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2003
Admission routes1
Has abstractyes

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