MétaCan
Menu
Back to cohort
Record W7005111838

Poster Competition Abstract Booklet 2017

2017· article· en· W7005111838 on OpenAlexaboutno aff

Bibliographic record

VenueoURspace (University of Regina) · 2017
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMachine Learning in Bioinformatics
Canadian institutionsnot available
Fundersnot available
KeywordsAgency (philosophy)Firefly protocolRecreationRecreational DrugCompetition (biology)TaigaMonocultureBestiaryDepictionCreatures
DOInot available

Abstract

fetched live from OpenAlex

Abstract Application of Raman Spectroscopy in Apatite Grains from North Qôroq, South Greenland A. Cottrell, I. M. Coulson, and M. Kaliwoda 1 The Depiction of Expert Women in Contemporary Canadian Newspapers A. Kangourimollahajlou 2 The Heat Shock Response of Round Whitefish A. Murillo, L. Manzon, D. Boreham, J. Wilson, C. Somers, and R. Manzon 3 Pantoea produces an antibiotic effective against multi-drug resistant Acinetobacter baumannii A. N. Williams, and J. Stavrinides 4 Life in the twilight zone: Common Nighthawk activity patterns in the northern boreal forest A. Sidler 5 What’s in a line? The influence of valence, faces, and language on pseudoneglect B. Hatin, and L. S. Tottenham 6 Qui est le meilleur? - La diversité et les contributions des pollinisateurs sauvages de cerises sûres (Prunus cerasus) quand ils sont comparés au abeilles à miel (Apis melifera) C. Bailey 7 Healing from addictions through the voices of the Elders C. LaVallie 8 Iron acquisition genes are associated with human pathogenicity in the bacterial genus Pantoea C. Soutar, and J. Stavrinides 9 Moral Agency among Nurses: Culture of Healthcare and Moral Dilemmas E. Fortier 10 Habitat selection by Common Nighthawks in Canada's boreal forest G. Foley 11 Type of Trauma Exposure Influences PTSD Symptom Pattern K. D. Amerongen, D. M. LeBouthillier, H. A. Parkerson, S. C. Horswill, R. N. Carleton, and G. J. G. Asmundson 12 Representing the Non-Human in England’s Early Modern Period L. Kozak 13 Thyroid hormones regulate the activity of citrate synthase and cytochrome c oxidase in warm- but not cold-acclimated lake whitefish (C. clupeaformis) M. A. Zak, A. M. Regish, S. D. McCormick, and R. G. Manzon 14 Impregnation of Ionic Liquids on Mesoporous Silica as Efficient Sorbents for CO2 Capture Applications M. Mohamedali, H. Ibrahim, and A. Henni 15 The Effects of the Intergenerational Residential School Experience and Negative Racial Stereotyping on Ojibwe Speech Patterns in mid-Northern Ontario Anishnawbek N. J. Owl 16 Developing management targets for grassland songbirds in the mixed-grass prairie P. Rose 17 Cryptic Taxonomy: Hylaeus Revisions with DNA Barcoding R. Oram, C. Sheffield, and J. Stavrinides 18 Evaluation of PET estimation techniques in depicting drought severity using SPEI in the Canadian Prairies S. Gurrapu, D. J. Sauchyn, and K. Hodder 19 The Relationship between Intolerance of Uncertainty, Depression, and Generalized Anxiety Symptoms beyond Posttraumatic Stress Symptoms S. Korol, D. M. LeBouthillier, S. Duranceau, G. J. G. Asmundson, and R. N. Carleton 20 Highway of Lost Years: BC Government Inaction Leaves Vulnerable Women at Risk in Northern BC T. Wild 21

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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: Other
Teacher disagreement score0.101
Threshold uncertainty score0.145

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0020.000
Scholarly communication0.0040.002
Open science0.0020.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.8990.775

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 head0.010
GPT teacher head0.230
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; the direct Gemma label and the distilled Codex classifier 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
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueoURspace (University of Regina)Same topicMachine Learning in BioinformaticsFrench-language works237,207