MétaCan
Menu
Back to cohort
Record W4233784662 · doi:10.1016/s1535-9476(20)34717-4

Calendar

2003· article· en· W4233784662 on OpenAlexaboutno aff

Bibliographic record

VenueMolecular & Cellular Proteomics · 2003
Typearticle
Languageen
FieldEngineering
TopicHuman auditory perception and evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsComputational biologyComputer scienceBiology

Abstract

fetched live from OpenAlex

16th International Mass Spectrometry Society ConferenceAugust 31–September 5, 2003, Edinburgh, Scotland, United KingdomFor information contactJohn Monaghanwww.imsc-edinburgh2003.comE-mail: johnmonaghan@ed.ac.uk57th Harden Conference Proteinase Structure and FunctionSeptember 10–13, 2003, St. John's College, Oxford, United KingdomFor information contactE-mail: meetings@biochemsoc.org.ukTel.: 020-75803481International Meeting on Proteome AnalysisSeptember 14–17, 2003, Technische Universität, München, GermanyFor information contactwww.wzw.tu-muenchen.de/proteomik/E-mail: angelika.gorg@wzw.tum.deTel.: 49 (0) 8161 71 4265Practical ProteomicsSeptember 15–19, 2003, York, United KingdomFor information contactwww.york.ac.uk/depts/biol/dept/tf/proteomics_course3E-mail: jrt4@york.ac.ukTel.: +44 (0) 1904-32873320th Meeting of the French Mass Spectrometry SocietyIn conjunction with the French Electrophoresis and Proteomic Analysis SocietySeptember 16–19, 2003, Toulouse, FranceFor information contactamsterdam.ipbs.fr/20jfsm/E-ail: 20jfsm@ipbs.frTel.: +49 (0) 8161-714265Ultrastructure in the Era of ProteomicsSeptember 17–20, 2003, Les Diablerets, SwitzerlandFor information contactwww.sfh.unizh.ch/diablerets_info.htmE-mail: juergen.roth@usz.chTel.: +41 1 255 50 90Drug Discover: At the Cutting EdgeOrganized by the Society for Biomolecular ScreeningSeptember 21–25, 2003, Portland, OregonFor information contactwww.sbsonline.orgE-mail: email@sbsonnline.orgProtein Targeting: Euro Conference on Protein-Protein Interactions during Protein TranslocationsSeptember 26–October 1, 2003, Spa, BelgiumFor information contactwww.esf.org/eurescoE-mail: euresco@esf.orgTe.: +33 (0) 3 88 76 71 00ComBio2003September 28–October 2, 2003, Melbourne Convention Center, Melbourne, AustraliaFor information contactwww.asbmb.org.au/combio2003/E-mail: asbmb@bigpond.net.auTel.: 61 (8) 8362 00095th Australian Peptide ConferenceOctober 5–10, 2003, Great Barrier Reef, Queensland, AustraliaFor information contactwww.hfi.unimelb.edu.au/peptideozE-mail: catherine.hamilton@baker.edu.auTel.: 61-3-9522-4373HUPO 2nd Annual World CongressOctober 8–11, 2003, Montreal, CanadaFor information contactwww.hupo.org/E-mail: hupo2003@eventsintl.comTel.: 514-286-0855TIGR Sixth Conference on Computational GenomicsOctober 8–11, 2003, Boston, MassachusettsFor information contactwww.tigr.orgTel.: 301-610-5959CCBA 2003—International Conference on Chemometrics and Bioinformatics in AsiaOctober 12–16, 2003, Shanghai, ChinaFor information contactE-mail: cheminfo@mail.tongji.edu.cnTel.: 86-21-6598398730th Annual Conference of the Federation of Analytical Chemistry and Spectroscopy SocietiesOctober 19–23, 2003, Ft. Lauderdale, FLFor information contactwww.facss.org/facss/index.phpE-mail: facss@facss.orgTel.: 505-820-1648Proteomics: Progress, Partnerships and PossibilitiesNovember 3–5, 2003, Sydney, AustraliaFor information contactwww.mmb.usyd.edu.au/oliphant/E-mail: oliphant@mmb.usyd.edu.auAmerican Society of Human Genetics 53rd Annual MeetingNovember 4–8, 2003, Los Angeles, CaliforniaFor information contactwww.ashg.org/genetics/ashg/ashgmenu.htmE-mail: mryan@ashg.orgTel.: 301-571-1825American Heart Association Scientific Sessions 2003November 9–12, 2003, Orlando, FLFor information contactwww.scientificsessions.orgE-mail: sessions@heart.orgTel.: 214-706-1543Integrating Proteomics into Systems BiologyNovember 9–12, 2003, Leesburg, VAFor information contactwww.acsprospectives.orgE-mail: acsprospectives@acs.orgTel.: 202-872-6286Separation of Proteins, Peptides and PolynucleotidesNovember 9–12, 2003, Delray Beach, FLFor information contactwww.isppp.orgE-mail: janetbarr@aol.comTel.: 301-668-6001Systeomics 2003: Second International Symposium on INtegrating Proteomics, Genomics, and MetabonomicsNovember 13–15, 2003, Boston, MAFor information contactwww.casss.orgE-mail: kbertani@casss.orgTel.: 650-876-0792Biomedical Applications of BiotechnologyNovember 23–28, 2003, Havana, CubaFor information contactbiomed.cigb.edu.cuE-mail: biomed@cigb.edu.cuTel.: 53-7-2718008Fourth International Congress of FASBMB: Biochemistry and Molecular Biology for the Development of AfricaNovember 25–28, 2003, Yaounde, CameroonFor information contactwww.fasbmb.org.za/cameroon.htmE-mail: fasbmb_conf2003@dnp.cmTel.: 237-322-2690, ext. 209Understanding Biological Systems Through ProteomicsDecember 2–4, 2003, Basel, SwitzerlandFor information contactsps03.fontismedia.com/E-mail: sps.congress@fontismedia.comTel.: +41 21 6483972Mass Spectrometry in Systems BiologyFebruary 14–19, 2004, Santa Fe, New MexicoFor information contactwww.keystonesymposia.org/Meetings/ViewMeetings.cfm?MeetingID=704E-mail: info@keystone.symposia.orgTel.: 970-262-1230 (ext. 11)Association of Biomolecular Resource Facilities Annual MeetingFebruary 28–March 2, 2004, Portland Convention Center, Portland, OregonFor information contactwww.faseb.org/meetings/abrf2004/E-mail: marcella@faseb.orgTel.: 301-530-7010XVIIth International Congress on Fibrinolysis and Proteolysis (ISFP)March 21–25, 2004, Melbourne, AustraliaFor information contactwww.icms.com.au/isfp2004E-mail: isfp2004@cms.com.auTel.: 61 3 9682 9244PRICPS2004, the First Pacific-Rim International Conference on Protein ScienceApril 14–18, 2004, Pacifico Yokohama, Yokohama, JapanFor information contactedpex104.bcasj.or.jp/pricps2004/E-mail: pricps2004@bcasj.or.jpTel.: +81-6-6873-2301

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)0.002
metaresearch head score (Gemma)0.008
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 score0.174
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.005
Science and technology studies0.0020.000
Scholarly communication0.0090.004
Open science0.0020.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.8260.766

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 head0.009
GPT teacher head0.199
Teacher spread0.190 · 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".

Quick stats

Citations0
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueMolecular & Cellular ProteomicsSame topicHuman auditory perception and evaluationFrench-language works237,207