MétaCan
Menu
Back to cohort
Record W2211298336 · doi:10.1079/dfb/20103223629

<i>Didymium dubium</i> . [Descriptions of Fungi and Bacteria].

2010· article· en· W2211298336 on OpenAlexaboutno aff
T. I. Krivomaz, A. Michaud, D. W. Minter

Bibliographic record

VenueDescriptions of Fungi and Bacteria · 2010
Typearticle
Languageen
FieldEngineering
TopicSlime Mold and Myxomycetes Research
Canadian institutionsnot available
Fundersnot available
KeywordsRubusGeographyBiologyForestryBotany

Abstract

fetched live from OpenAlex

Abstract A description is provided for Didymium dubium , a nivicolous myxomycete (slime mould). Some information on its dispersal and transmission and conservation status is given, along with details of its geographical distribution (Canada (Ontario), Mexico, USA (Alaska, Arizona, California, Colorado, Iowa, Kansas, Missouri, New Jersey, New Mexico, North Dakota, Oklahoma, Utah, Washington), Costa Rica, Guatemala, Argentina, Colombia, Venezuela, South Georgia, China, India (Himachal Pradesh), Japan, Kazakhstan, Mongolia, Pakistan, Russia (Krasnoyarski krai, Respublika Buryatia, Sverdlovskaya oblast, Tiumen oblast), Australia (New South Wales), New Zealand, Dominican Republic, France, Germany, Italy, Lithuania, Russia (Leningradskaya oblast, Murmansk oblast, Orenburg oblast, Respublika Kareliya, Volgograd oblast), Spain, Sweden, Switzerland, UK, Ukraine, USA (Hawaii)), hosts ( Aves , Equus sp., Oryctolagus cuniculus , Carduus carlinoides , Digitalis purpurea , Empetrum nigrum , Graminae , Ilex aquifolium , Larix sp., Larrea tridentata , Lonicera sp., Lupinus sp., Muscopsida indet., Nardus stricta , Opuntia sp., Picea abies , Plantae indet., Rubus idaeus , Rubus sp., Tussilago sp., Urtica sp., Vaccinium myrtillus , Yuca sp.), interactions and habitats.

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 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 score0.741
Threshold uncertainty score0.916

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 head0.011
GPT teacher head0.214
Teacher spread0.203 · 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

Citations0
Published2010
Admission routes1
Has abstractyes

Explore more

Same venueDescriptions of Fungi and BacteriaSame topicSlime Mold and Myxomycetes ResearchFrench-language works237,207