MétaCan
Menu
Back to cohort
Record W6893237781 · doi:10.5281/zenodo.15596366

Ptenidium speculifer Matthews 1884

2003· article· en· W6893237781 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Educational Policies and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsCarrCanyonNational parkLitterPlant litter

Abstract

fetched live from OpenAlex

Ptenidium speculifer Matthews, 1884 — CANADA: Newfoundland, Northwestern NF, Cooks Harbour 22.VII 1949 leg. C.H. Lindroth (1, MSUL); Québec, Hull, Gatineau Park near Kidder Lake 17.VIII 1980 leg. M. Sörensson (2, MSUL); Ontario, Sudbury Co., Mattagami 23.VIII 1980 leg. M. Sörensson (6, MSUL); Alberta, ‘‘ Tp 38 Rg 7 W5’’ 11.VIII 1991 leg. J.L. Carr (5, CJLC, MSUL); U.S.A.: New Hampshire, Straf Co., 1 mi SW Durham 21.IV 1982 leg. D.S. Chandler ‘‘sift litter by marsh’’ (1, MSUL); Virginia, Pulaski Co., 7 mi SE Mechanicsburg 9.X 1985 leg. R. Baranowski ‘‘sift leaf litter in dec. forest’’ (8, MSUL); North Carolina, Surry Co., Pilot Mtn St. Park 6.X 1985 leg. R. Baranowski ‘‘leaf litter in small canyon with primary forest’’ (4, MSUL); Michigan, Chippowa Co., Mich. 28, 0.5 mi E. Hendric R. 23.VII 1978 leg. Newton and Thayer (3, MCZ, MSUL).

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.945
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0260.014

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 head0.038
GPT teacher head0.292
Teacher spread0.254 · 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; both teacher heads agree on what is shown here.

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

Explore more

Same venueZenodo (CERN European Organization for Nuclear Research)Same topicGlobal Educational Policies and ReformsFrench-language works237,207