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Record W4250630625 · doi:10.1016/s1535-9476(20)33866-4

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2004· article· en· W4250630625 on OpenAlexaboutno aff

Bibliographic record

VenueMolecular & Cellular Proteomics · 2004
Typearticle
Languageen
FieldEngineering
TopicHuman auditory perception and evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceComputational biologyBiology

Abstract

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The 12th International Conference on Second Messengers and PhosphoproteinsAugust 3–7, 2004, Montreal, CanadaFor information contactwww.smp2004.comE-mail: info@eventsintl.comTel.: 514-286-0855Summer Research Workshop: Theory & Computation in Molecular Biological PhysicsAugust 9–20, 2004, La Jolla, CAFor information contactctbp.ucsd.edu/workshopinfo_2004.htmlE-mail: ctbp@ucsd.eduTel.: 858-822-129618th Annual Symposium: Protein Structure, Function and DiseaseAugust 14–18, 2004, San Diego, CAFor information contactwww.faseb.org/protein/E-mail: cyablonski@proteinsociety.orgTel.: 1-800-99-AMINOMacromolecular Organization & Cell FunctionAugust 15–20, 2004, Queen’s College, Oxford, United KingdomFor information contactwww.grc.uri.edu/programs/2004/macromol.htmE-mail: grc@grc.orgTel.: 401-783-4011Computational Systems Bioinformatics, Bioinformatics ConferenceAugust 16–20, 2004, Stanford, CAFor information contactwww.conferences.computer.org/bioinformatics/E-mail: bioinformatics@computer.orgInternational Congress on Biocatalysis 2004August 29–September 1, 2004, Hamburg, GermanyFor information contactwww.biocat2004.deE-mail: loebkens@tutech.deTel.: 49-40-7661801215th Meeting on Methods in Protein Structure AnalysisAugust 29–September 2, 2004, University of Washington, Seattle, WAFor information contactdepts.washington.edu/biowww/mpsa2004/E-mail: mpsa2004@u.washington.eduTel.: 206-706-8118Methods in Protein Structure AnalysisAugust 29–September 4, 2004, University of Washington, Seattle, WAFor information contactdepts.washington.edu/biowww/mpsa2004/E-mail: mpsa2004@u.washington.eduTel.: 206-706-81186th Siena Meeting from Genome to Proteome: Biomarker Discovery & Proteome ImagingAugust 30–September 2, 2004, Siena, ItalyFor information contactwww.unisi.it/eventi/proteome/form.htmE-mail: servcong@unisi.itTel.: 39-0577-23213228th European Peptide Symposium/3rd International Peptide SymposiumSeptember 5–10, 2004, Prague, Czech RepublicFor information contactwww.kenes.com/28eps/E-mail: 28eps@kenes.comTel.: 412290804883rd International and 28th European Peptide Symposium: Bridges Between DisciplinesSeptember 5–10, 2004, Prague, Czech RepublicFor information contactwww.kenes.com/28eps/index.htmlE-mail: 28eps@kenes.comTel.: 41229080488Proteomic ForumSeptember 11–14, 2005, Munich, GermanyFor information contactwww.weihenstephan.de/blm/deg/E-mail: angelika.gorg@wzw.tum.deTel.: 49-(0) 8161-71-4265Joint Cold Spring Harbor Laboratory/Wellcome Trust Conference, Genome InformaticsSeptember 22–26, 2004, Hinxton, United KingdomFor information contactmeetings.cshl.org/2004/2004infouk.htmE-mail: meetings@cshl.eduTel.: 516-367-83461st International Conference on Basic and Clinical ImmunogenomicsOctober 3–7, 2004, Budapest, HungaryFor information contactwww.diamond-congress.hu/bci2004/E-mail: diamond@diamond-congress.huTel.: 36-1-214-7701ASM Conference on Functional Genomics and Bioinformatics Approaches to Infectious Disease ResearchOctober 6–9, 2004 Portland, ORFor information contactwww.asm.org/Meetings/index.asp?bid=22657E-mail: conferences@asmusa.orgTel.: 202-942-9261Advances in Proteomics in Cancer ResearchOctober 6–10, 2004, Sonesta Beach Resort, Key Biscayne, FLFor information contactwww.aacr.org/2004Proteomics1.aspE-mail: meetings@aacr.orgTel.: 215-440-9300Biodigital 2004: International Trade Fair & Conference for Biotechnology, Bioinformatics & MicroarrayOctober 13–15, 2004, Freiburg, GermanyFor information contactwww.biodigital.deE-mail: biodigital@informa.comTel.: 44-(0) 20-7017-4804Congress of the French Society of Electrophoresis and Proteomics AnalysisOctober 13–15, 2004, Bordeaux Cite Mondiale, FranceFor information contactwww.pgfb.u-bordeaux2.fr/sfeap/eng/index.htmlE-mail: alexis.groppi@u-bordeaux2.frTel.: 05-57-57-16-83HUPO 3rd Annual World CongressOctober 25–28, 2004, Beijing, ChinaFor information contactwww.hupo2004.cnE-mail: Beijing2004@hupo.org.cnTel.: 8610-681-77417Second National Meeting of the American Society for Matrix BiologyNovember 10–13, 2004, Manchester Grand Hyatt, San Diego, CAFor information contactwww.asmb.netE-mail: cindi@sciencemanagers.comTel.: 505-989-47353rd International Conference on Structural GenomicsNovember 17–21, 2004, Washington, DCFor information contactwww-nmr.cabm.rutgers.edu/icsg2004/E-mail: ICSG2004@courtesyassoc.comTel.: 202-973-8687Proteomics for Health: From Development to ApplicationDecember 6–8, 2004, Bern, SwitzerlandFor information contactwww.swissproteomicsociety.orgE-mail: sps.congress@nlight.chTel.: 41-21-802-1163Frontiers of NMR in Molecular Biology IX (A8)January 29–February 4, 2005, Banff Centre, Banff, Alberta, CanadaFor information contactwww.keystonesymposia.orgE-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230ABRF 05 “Biomolecular Technologies: Discovery to Hypothesis”February 5–8, 2005, Savannah, GAFor information contactwww.faseb.org/meetings/abrf2005/default.htmTel.: 301-634-7010Systems and Biology (X4)April 8–13, 2005, Keystone Resort, Keystone, COFor information contactwww.keystonesymposia.orgE-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230Proteomics and Bioinformatics (X3)Organizer(s): Matthias Mann and Catherine E. CostelloApril 8–13, 2005, Keystone Resort, Keystone, COFor information contactwww.keystonesymposia.orgE-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-123053rd ASMS Conference on Mass SpectrometryJune 5–9, 2005, San Antonio, TXFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-45172005 FEBS Congress and IUBMB ConferenceThe Protein World: Proteins and Peptides: Structure, Function and OrganizationJuly 2–7, 2005, Budapest, HungaryFor information contactwww.febs-iubmb-2005.comE-mail: incoming@chemoltravel.huTel.: 36-1-266-703217th International Mass Spectrometry ConferenceAugust 27–September 1, 2006, Prague, Czech RepublicFor information contactwww.imsc2006.orgE-mail: info@imsc2006.orgTel.: 420-241-062-645

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)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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 score0.137
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0020.000
Scholarly communication0.0090.005
Open science0.0020.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.8630.802

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 head0.008
GPT teacher head0.200
Teacher spread0.192 · 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 source (direct Gemma or distilled Codex), 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".

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Citations0
Published2004
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