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Record W4211158047 · doi:10.1128/jb.01950-07

Pseudomonas 2007

2007· article· en· W4211158047 on OpenAlexaff
Joanna B. Goldberg, Robert E. W. Hancock, Rebecca E. Parales, Joyce E. Loper, Pierre Cornélis

Bibliographic record

VenueJournal of Bacteriology · 2007
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPlant Pathogenic Bacteria Studies
Canadian institutionsUniversity of British Columbia
FundersUniversity of WashingtonGilead SciencesCystic Fibrosis Foundation
KeywordsBiologyMicrobiologyPseudomonasBacteriaGenetics

Abstract

fetched live from OpenAlex

Pseudomonas 2007, the Eleventh International Congress on Pseudomonas, was organized by the American Society for Microbiology and was held at the Westin Seattle in Seattle, Washington, 26 to 30 August 2007.Three hundred thirty participants attended this meeting from 30 countries.There were 27 invited speakers.There also were 220 posters, among which 22 were chosen for oral presentations.The meeting highlighted the remarkable breadth of the field while emphasizing the similarities and differences between species in the genus Pseudomonas.Some of these exciting developments are summarized in this review of the talks presented at the meeting.With a few exceptions, the presentations are grouped according to the sessions in which they were presented.In addition, in this issue of the Journal of Bacteriology, a number of papers provide in-depth coverage of some of the oral and poster presentations from the meeting.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.962
Threshold uncertainty score0.446

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 head0.019
GPT teacher head0.231
Teacher spread0.211 · 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.

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

Citations19
Published2007
Admission routes1
Has abstractyes

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