Bibliographic record
Abstract
8th International Symposium on Mass Spectrometry in the Health & Life SciencesAugust 18–23, 2007, Fairmont Hotel, San Francisco, CAFor information contactwww.donatello.ucsf.edu/symposium/E-mail: sfms@itsa.ucsf.eduTel.: 415-476-4893Drug Action and Chemical Biology in the Post-genomic EraAugust 23–27, 2007, Vienna, AustriaFor information contactcwp.embo.org/w07-27/E-mail: giulio.supertifurga@cemm.oeaw.ac.at13th Nordic Mass Spectrometry ConferenceAugust 28–31, 2007, Savonlinna, FinlandFor information contactwww.nsms.no/moter.htmlThe III Congress of the Russian Society for Mass SpectrometryMass Spectrometry and Its Applied ProblemsSeptember 3–8, 2007, Moscow, RussiaFor information contactwww.vmso.ru/en/E-mail: lebedev@org.chem.msu.ruBritish Mass Spectrometry Society MeetingSeptember 9–12, 2007, Heriott-Watt University, Edinburgh, ScotlandFor information contactwww.bmss.org.uk/meetings.htmE-mail: bmssadmin@btinternet.comTel.: 44-(0)-1480-880-669Mass Spectrometry in Clinical Chemistry and Molecular DiagnosticsSeptember 14–18, 2007, Asilomar Conference Center, Pacific Grove, CAFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-4517Joint Meeting of the French Societies for Mass Spectrometry, Electrophoresis, and ProteomicsSeptember 17–20, 2007, Pau (Aquitane Region), FranceFor information contactwww.smap2007.univ-pau.fr/E-mail: smap2007@congress.frTel.: 3355632822919th Polish Peptide SymposiumSeptember 23–27, 2007, Warsaw, PolandFor information contact19pps.chem.uw.edu.plE-mail: misicka@chem.uw.edu.plTel.: 48-05-231-688HUPO 6th Annual World CongressOctober 6–10, 2007, Seoul, KoreaFor information contactwww.hupo2007.comE-mail: Wehbeh.Barghachie@mcgill.caTel.: 514-398-50635th General Meeting of the International Proteolysis SocietyOctober 20–24, 2007, Patras, GreeceFor information contactwww.ips2007patras.gr/E-mail: info@ips2007.orgSeparation of Proteins, Peptides, and PolynucleotidesOctober 21–24, 2007, Orlando, FLFor information contactwww.isppp.orgE-mail: smc@giuffrida.org4th International & 2nd Asia-Pacific Peptide SymposiumOctober 21–26, 2007, Cairns, Queensland, AustraliaFor information contactwww.peptideoz.orgE-mail: mibel.aguilar@med.monash.edu.auTel.: 613-9905-3723Peptidomics MeetingOctober 26–28, 2007, Palm Cove, AustraliaFor information contactE-mail: peptidomics@asnevents.net.au3rd Czech Proteomic Conference: Proteomics Driven Discovery and ApplicationsOctober 29–31, 2007, Top Hotel, Prague, Czech RepublicFor information contact2007.czproteo.cz/E-mail: knihovna@iapg.cas.cz44th Japanese Peptide SymposiumNovember 7–9, 2007, Toyama International Conference Center, Toyama, JapanFor information contactpeptide-soc.jp/english/engindex.htmlE-mail: jps@peptide.co.jpThe 20th Annual Tandem Mass Spectrometry WorkshopNovember 28–December 1, 2007, Lake Louise, Alberta, CanadaFor information contactwww.csms.inter.ab.caE-mail: mnlouise@telusplanet.netTel.: 403-335-37072007 Congress of the Swiss Proteomics Society: Pushing the LimitsDecember 3–5, 2007, Lausanne, SwitzerlandFor information contactsps07.swissproteomicsociety.orgE-mail: sps07@icvolunteers.orgKeystone Symposia on Frontiers of Structural BiologyJanuary 6–11, 2008, Sheraton Steamboat Resort, Steamboat Springs, COFor information contactwww.keystonesymposia.orgE-mail: info@keystonesymposia.orgTel.: 970-262-1230Keystone Symposia on Structural Genomics and Its Applications to Chemistry, Biology & MedicineJanuary 6–11, 2008, Sheraton Steamboat Resort, Steamboat Springs, COFor information contactwww.keystonesymposia.orgE-mail: info@keystonesymposia.orgTel.: 970-262-1230Keystone Symposia on Biomarker Discovery, Validation and ApplicationsFebruary 3–8, 2008, Granlibakken Resort, Tahoe City, CAFor information contactwww.keystonesymposia.orgE-mail: info@keystonesymposia.orgTel.: 970-262-1230Association for Biomolecular Resource Facilities (ABRF)February 9–12, 2008, Salt Lake City, UTFor information contactwww.abrf.org/E-mail: ncopen@faseb.orgTel.: 505-983-8102Peptides, Chemistry & Biology Gordon Research ConferenceFebruary 17–22, 2008, Ventura Beach, CAFor information contactwww.gre.orgUS HUPO 4th Annual ConferenceMarch 16–19, 2008, Bethesda, MDFor information contactwww.ushupo.orgE-mail: ushupo@ushupo.orgTel.: 505-989-487656th ASMS Conference on Mass SpectrometryJune 1–5, 2008, Denver, COFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-4517HUPO 7th Annual World CongressAugust 16–21, 2008, Amsterdam, The NetherlandsFor information contactwww.hupo2008.comE-mail: Wehbeh.Barghachie@mcgill.caTel.: 514-398-506330th European Peptide Society SymposiumAugust 31–September 5, 2008, Helsinki, FinlandFor information contactwww.30eps.fi/E-mail: 30eps@congrex.fiTel.: 358-(0)9-5607500VIII European Symposium of The Protein SocietyJune 7–11, 2009, Zurich, SwitzerlandFor information contactwww.proteinsociety.orgE-mail: protein@faseb.org3rd European Proteomics Association ConferenceJune 28–30, 2009, Stockholm, SwedenFor information contactwww.eupa.orgE-mail: goran.lidgren@lakemedelsakademin.seTel.: 468723504418th International Mass Spectrometry ConferenceAugust 30–September 4, 2009, Bremen, GermanyFor information contactwww.imsc-bremen-2009.deE-mail: imsc2009@phc.uni-kiel.de
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.845 | 0.792 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".